{"meta":{"query_hash":"a159910ea28a","filters":{"topic":"Dysphagia Assessment and Management"},"cohort_total":1056,"direct_labels_cover":2,"predictions_cover":1056,"exported":1056,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a159910ea28a","api":"https://metacan.xera.ac/api/v1/cohort?topic=Dysphagia+Assessment+and+Management"},"results":[{"id":"W1011110273","doi":"10.1016/s0186-159x(09)56010-x","title":"10.1016/s0186-159x(09)56010-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.026129599550842597,"score_gpt":0.2967838475114264,"score_spread":0.2706542479605838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1011110273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.9536351e-7,0.00015786709,0.000003575685,0.0009430969,0.00003517616,0.0021795477,0.00010777197,0.00042392252,0.9961488],"genre_scores_gemma":[3.1942756e-7,0.000009455192,0.00014598863,0.00044451826,0.00095050107,0.00021336452,0.00032384673,0.00020309692,0.9977089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711704,0.00009149888,0.0007695497,0.0006685954,0.00055799336,0.00079532154],"domain_scores_gemma":[0.99809086,0.00018777809,0.00030829996,0.0009273153,0.00012717977,0.00035857197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042570662,0.0005794443,0.000706207,0.00036249985,0.0004636948,0.000030167475,0.00055985275,0.00062125793,0.9995856],"category_scores_gemma":[0.00002051478,0.00056710024,0.00020521565,0.000067229725,0.000051264284,0.00010662247,0.00045314853,0.0010768974,0.9993355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000729882,0.000022879118,3.3177372e-8,0.000099302546,0.00015318672,0.00002207592,0.000031194773,0.0000022935694,6.3642e-7,0.001321339,0.76852757,0.2297465],"study_design_scores_gemma":[0.00050612027,0.00016402725,0.0000038333274,0.0004614484,0.00022342605,7.742206e-7,0.0000038191542,0.000010966967,3.8051598e-7,0.000906108,0.9971357,0.0005834131],"about_ca_topic_score_codex":0.000037001777,"about_ca_topic_score_gemma":0.0000029400653,"teacher_disagreement_score":0.2291631,"about_ca_system_score_codex":0.00031746938,"about_ca_system_score_gemma":0.00026129046,"threshold_uncertainty_score":0.9996781},"labels":[],"label_agreement":null},{"id":"W1029169227","doi":"10.1007/s00464-015-4445-x","title":"Trans-oral cricomyotomy using a flexible endoscope: technique and clinical outcomes","year":2015,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Dysphagia; Surgery; Endoscopy; Zenker's diverticulum; Myotomy; Cricopharyngeal myotomy; Endoscope; CLIPS; Abdominal surgery; Concomitant; Retrospective cohort study; Esophagus; Achalasia","score_opus":0.18302333851675523,"score_gpt":0.5199772055264392,"score_spread":0.336953867009684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1029169227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84580564,0.00048787444,0.026315728,0.0028093252,0.0034331493,0.005068804,0.00003417316,0.0009827422,0.115062535],"genre_scores_gemma":[0.9444435,0.00027219567,0.044203665,0.001294915,0.00039138782,0.0005291085,0.000027361046,0.00008478186,0.008753075],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655885,0.0008911255,0.00089530455,0.00049220526,0.00042408844,0.00073840644],"domain_scores_gemma":[0.99804336,0.00071501336,0.0001868157,0.00038125485,0.000115437724,0.0005581493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021808231,0.00028868913,0.00069227914,0.00014518264,0.00032909983,0.000031541258,0.00024227524,0.00028352352,0.00062226126],"category_scores_gemma":[0.00014962125,0.00022606995,0.00015928136,0.00027761018,0.00016972765,0.000257439,0.000272613,0.00079385046,0.0001012802],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005258812,0.00038171848,0.97576916,0.00014414011,0.00021338339,0.00018463483,0.00029519407,0.0000053347903,0.00006280387,0.011116856,0.009178718,0.0021221475],"study_design_scores_gemma":[0.030245375,0.00065024715,0.022618061,0.00022813723,0.00030019353,0.00001846265,0.0013404773,0.00057952874,0.000120441284,0.0033383362,0.93989843,0.0006622906],"about_ca_topic_score_codex":0.00044881745,"about_ca_topic_score_gemma":0.0000315819,"teacher_disagreement_score":0.9531511,"about_ca_system_score_codex":0.00014108919,"about_ca_system_score_gemma":0.0003478855,"threshold_uncertainty_score":0.9218865},"labels":[],"label_agreement":null},{"id":"W1130882107","doi":"10.1016/j.clnu.2015.08.001","title":"The effect of tongue strength on meal consumption in long term care","year":2015,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Waterloo; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Research Institute for Aging","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Tongue; Meal; Isometric exercise; Physical therapy; Dentistry; Internal medicine; Surgery; Pathology","score_opus":0.10993210424128182,"score_gpt":0.5213220638368202,"score_spread":0.4113899595955384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1130882107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263805,0.0003078998,0.00003300406,0.0006486849,0.0014824024,0.0014468136,0.0000079974725,0.000034436405,0.0034006918],"genre_scores_gemma":[0.9986299,0.00045241864,0.000041288138,0.00011145186,0.00024936965,0.00020459716,0.0000863833,0.000008576017,0.00021597181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976611,0.0011278045,0.00062218326,0.00017326705,0.00020924708,0.00020637405],"domain_scores_gemma":[0.9975765,0.0018496071,0.00019081915,0.00022677105,0.000072018374,0.0000843008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016490078,0.000086487096,0.00022505138,0.000050344435,0.00012535932,0.0000064428937,0.00011653028,0.00015023813,0.000027051008],"category_scores_gemma":[0.00041962112,0.000057564434,0.00006902566,0.000078404184,0.000074528776,0.000059157643,0.0000631895,0.0004159705,0.000117074334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010456231,0.00026272773,0.94524825,0.000707172,0.000024729647,0.000006647909,0.00028396025,0.000001493571,0.000007959283,0.0012223375,0.015567521,0.035621587],"study_design_scores_gemma":[0.012673657,0.0023678727,0.97302383,0.0012284885,0.00006531352,1.322335e-7,0.0013962205,0.0000685895,0.00012627289,0.00044007486,0.00848726,0.00012227126],"about_ca_topic_score_codex":0.000023458697,"about_ca_topic_score_gemma":0.0002946147,"teacher_disagreement_score":0.035499316,"about_ca_system_score_codex":0.0001304875,"about_ca_system_score_gemma":0.000035202946,"threshold_uncertainty_score":0.23474094},"labels":[],"label_agreement":null},{"id":"W1178863990","doi":"10.71781/3198","title":"Étude exploratoire sur la corrélation entre les indices buccaux et l'intensité de la dyskinésie buccale tardive","year":2009,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Philosophy","score_opus":0.010387305641468432,"score_gpt":0.25107503836848916,"score_spread":0.24068773272702074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1178863990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7678292,0.012067897,0.002202485,0.0029512295,0.0024001815,0.0016799691,0.0001929441,0.0003578195,0.21031827],"genre_scores_gemma":[0.89923406,0.0040247645,0.0012388176,0.00067828543,0.0003313485,0.000099913574,0.001830756,0.00007632465,0.092485726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.994148,0.0020895614,0.0008409488,0.0009435054,0.0010516641,0.0009262945],"domain_scores_gemma":[0.9959717,0.0011595255,0.0011426047,0.0004979848,0.00069145055,0.00053675356],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011382562,0.0008038681,0.0007693964,0.0005722917,0.010024776,0.0001538319,0.00060153264,0.0015841568,0.0002828112],"category_scores_gemma":[0.00025874027,0.00093078765,0.00044225456,0.00050242373,0.00041332157,0.0010393624,0.00033767585,0.001734434,0.00016676444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037302268,0.0025135174,0.25765792,0.0021417136,0.003087692,0.013078236,0.322851,0.01253249,0.008800503,0.26084372,0.061284497,0.051478464],"study_design_scores_gemma":[0.0034526112,0.00024365948,0.57806194,0.002392961,0.0015166822,0.00026620057,0.19524916,0.002662061,0.0011139291,0.0014422433,0.212365,0.0012335322],"about_ca_topic_score_codex":0.056755368,"about_ca_topic_score_gemma":0.048086748,"teacher_disagreement_score":0.32040405,"about_ca_system_score_codex":0.007404307,"about_ca_system_score_gemma":0.0041757687,"threshold_uncertainty_score":0.999712},"labels":[],"label_agreement":null},{"id":"W1189213452","doi":"","title":"Oculopharyngeal Dystrophy: Should We Suspend Resections?","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Oculopharyngeal muscular dystrophy; Surgery; Ptosis","score_opus":0.15114835533489604,"score_gpt":0.47413402647888075,"score_spread":0.3229856711439847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1189213452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8454434,0.00008649994,0.000024564426,0.0018342888,0.0017698836,0.0008507347,0.000005132124,0.000102935766,0.14988251],"genre_scores_gemma":[0.98456234,0.000017021634,0.0024218904,0.00085940596,0.00013650826,0.00025751977,0.0000057315983,0.000024624092,0.01171499],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99550265,0.0011049855,0.00055025995,0.0008828667,0.0007119702,0.0012472677],"domain_scores_gemma":[0.99799466,0.0004407215,0.00028696348,0.0004138051,0.00034240002,0.0005214558],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0023476812,0.00029954058,0.0003582382,0.0003815119,0.0025341972,0.000044141678,0.00061961083,0.0001896042,0.0030851974],"category_scores_gemma":[0.0010329729,0.00025812458,0.00006760866,0.0017577152,0.003191314,0.0007007538,0.00037987827,0.00089247955,0.0010047584],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098179786,0.0005542921,0.34663507,0.00016760791,0.00015740305,0.00075451576,0.0050814133,0.000046665486,0.4644031,0.16930412,0.01239396,0.0004036747],"study_design_scores_gemma":[0.004828943,0.0038841388,0.54116917,0.00051396026,0.00021835693,0.00028855752,0.020158011,0.0006612324,0.13115428,0.21330738,0.08156785,0.0022480981],"about_ca_topic_score_codex":0.00021279656,"about_ca_topic_score_gemma":0.000022586113,"teacher_disagreement_score":0.33324882,"about_ca_system_score_codex":0.0004610358,"about_ca_system_score_gemma":0.001268908,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W120262641","doi":"10.1155/2012/426415","title":"The Hidden Cause of Dysphagia – Epiphrenic Diverticulum and Esophageal Motility Disorders","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Esophageal motility disorder; Medicine; Internal medicine; Diverticulum (mollusc); Gastroenterology; Motility; Esophagus; Surgery; Geology; Achalasia","score_opus":0.02015093206165175,"score_gpt":0.31473012378304643,"score_spread":0.2945791917213947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120262641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924896,0.0008639622,0.00033473477,0.0037425514,0.001610582,0.00025354684,0.000013040324,0.000003912665,0.00068810215],"genre_scores_gemma":[0.99853957,0.00016080569,0.00018216531,0.0005721595,0.00015514292,0.0000074882164,0.000001961123,0.0000115466655,0.00036914158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787176,0.00051829923,0.00058815227,0.000091289156,0.00013038126,0.0008001463],"domain_scores_gemma":[0.99842894,0.00018165814,0.0004344054,0.00019518335,0.0001188086,0.0006409816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011362551,0.00012129722,0.00028482563,0.00014083638,0.00043781466,0.000008535044,0.00026482396,0.00007636012,0.00019022444],"category_scores_gemma":[0.00013339955,0.00008608583,0.000071907096,0.0000649942,0.0002913107,0.00018571175,0.00007509851,0.00042841284,0.000010259078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010186935,0.000021512935,0.9895197,0.000028521004,0.00020337092,0.000009684958,0.00072861474,0.000001118651,0.0000073615774,0.0012095358,0.0067588803,0.001409791],"study_design_scores_gemma":[0.0010333115,0.00038599747,0.98945624,0.000022416607,0.00013149071,0.00001633538,0.0010778549,0.00001803444,0.0000023427601,0.00035529106,0.007464873,0.00003580365],"about_ca_topic_score_codex":0.0018883414,"about_ca_topic_score_gemma":0.07748317,"teacher_disagreement_score":0.07559483,"about_ca_system_score_codex":0.000130939,"about_ca_system_score_gemma":0.00027009705,"threshold_uncertainty_score":0.93935037},"labels":[],"label_agreement":null},{"id":"W129017717","doi":"10.1155/2013/646373","title":"Transnasal Endoscopic Evaluation of Swallowing: A Bedside Technique to Evaluate Ability to Swallow Pureed Diets in Elderly Patients with Dysphagia","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Saliva; Logistic regression; Choking; Surgery; Internal medicine","score_opus":0.025677398733820446,"score_gpt":0.3350936197783035,"score_spread":0.309416221044483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129017717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873353,0.000011598968,0.003006829,0.0047550425,0.00051445386,0.0038990853,0.000011443646,0.000006717231,0.0004594816],"genre_scores_gemma":[0.9945211,8.821304e-7,0.0034928373,0.0013927665,0.00003897005,0.0004726183,0.000008619758,0.000024575857,0.00004767853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621123,0.0010932824,0.0010511293,0.00026423697,0.0005585969,0.0008215281],"domain_scores_gemma":[0.99721014,0.00008162425,0.0003900373,0.0002968094,0.0012187423,0.00080265186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596095,0.00021108212,0.00054290926,0.00082503655,0.0001108502,0.000012997808,0.0003872979,0.000120847144,0.00090036273],"category_scores_gemma":[0.0002633427,0.00018057271,0.00007351427,0.00027619858,0.000057574172,0.00028458884,0.000034669214,0.0004933111,0.000027866017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000412568,0.000097167744,0.9936426,0.00006345431,0.00010046207,0.000011541261,0.0013820718,0.0005674669,0.00055504264,0.00003613359,0.0014461514,0.0016853168],"study_design_scores_gemma":[0.0046715746,0.005053104,0.98870957,0.0002547481,0.00013711612,0.0000015717458,0.00036636542,0.000061231876,0.000036024747,0.00028158128,0.0003406081,0.00008653247],"about_ca_topic_score_codex":0.0053090598,"about_ca_topic_score_gemma":0.12179109,"teacher_disagreement_score":0.11648203,"about_ca_system_score_codex":0.0008249858,"about_ca_system_score_gemma":0.0012752737,"threshold_uncertainty_score":0.985834},"labels":[],"label_agreement":null},{"id":"W132663190","doi":"","title":"Multidisciplinary evaluation and management of dysphagia: the role for otolaryngologists.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Gynecology; Medicine; Humanities; Art","score_opus":0.06341329885972456,"score_gpt":0.39955295271121066,"score_spread":0.3361396538514861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132663190","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24957381,0.0026638377,0.0036279596,0.011893792,0.0008205582,0.03684318,0.00001500747,0.00019485981,0.694367],"genre_scores_gemma":[0.9795895,0.0001387038,0.0010736275,0.00023658831,0.00004462905,0.008932364,0.000010889434,0.0000113134765,0.009962346],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989749,0.00012949981,0.00024246797,0.00017112603,0.00018765144,0.00029435044],"domain_scores_gemma":[0.9994264,0.00010121276,0.00015151704,0.00021693073,0.000060235096,0.000043709195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016006746,0.000081949096,0.00011767303,0.000046260135,0.000248542,0.0000053811063,0.00012603943,0.00004787497,0.00004507368],"category_scores_gemma":[0.000029034894,0.000055301796,0.000029572058,0.00009053952,0.000033354274,0.00006457494,0.000103313534,0.0000764337,0.000006907841],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012444532,0.00016378646,0.029146425,0.00028966778,0.00020797027,0.0000013562861,0.00052645867,0.000015159458,0.000016596587,0.09075599,0.008197822,0.8705543],"study_design_scores_gemma":[0.0012117905,0.0000349488,0.9655483,0.000018484832,0.00016811554,1.1370006e-7,0.0011573784,0.0010864798,0.000019487905,0.009466581,0.021224674,0.0000636568],"about_ca_topic_score_codex":0.000008372386,"about_ca_topic_score_gemma":0.00001168989,"teacher_disagreement_score":0.93640184,"about_ca_system_score_codex":0.000047949034,"about_ca_system_score_gemma":0.000012033328,"threshold_uncertainty_score":0.22551417},"labels":[],"label_agreement":null},{"id":"W1466519201","doi":"10.1007/s00455-015-9634-1","title":"Electrophysiological Investigations of Shape and Reproducibility of Oropharyngeal Swallowing: Interaction with Bolus Volume and Age","year":2015,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"Ministero della Salute","keywords":"Swallowing; Bolus (digestion); Medicine; Electrophysiology; Reproducibility; Anesthesia; Internal medicine; Dentistry","score_opus":0.07199228843147303,"score_gpt":0.37393748248866215,"score_spread":0.3019451940571891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1466519201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952496,0.00015894145,0.00011989424,0.0005099828,0.00022667139,0.00062168215,0.0000058508085,0.000042827436,0.0030645241],"genre_scores_gemma":[0.9961011,0.000033310895,0.0018879166,0.00020030723,0.00004761868,0.000045113808,0.000027862015,0.000011631256,0.0016451372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838644,0.0002533537,0.00042732627,0.0005187864,0.00019031929,0.00022379523],"domain_scores_gemma":[0.99882215,0.00010701211,0.0002594596,0.00049285026,0.00017142112,0.00014711679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092719053,0.00012634198,0.00034243273,0.00006790952,0.000112225534,0.0000063146244,0.00008567863,0.00008095493,0.00009998883],"category_scores_gemma":[0.0003853242,0.00009631256,0.000021166725,0.00017604849,0.00020068647,0.00020345315,0.000166206,0.0002656056,0.000007942559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020212552,0.00072944176,0.87719566,0.0015575669,0.00059995207,0.000054236392,0.009392236,0.00006177081,0.06081261,0.012413038,0.025608756,0.009553489],"study_design_scores_gemma":[0.002261474,0.0017746277,0.9786719,0.00014717811,0.00020424613,0.0000036615882,0.0023327372,0.0022984354,0.0012092501,0.0032963534,0.0075588087,0.0002413363],"about_ca_topic_score_codex":0.00023029592,"about_ca_topic_score_gemma":0.00004656426,"teacher_disagreement_score":0.101476245,"about_ca_system_score_codex":0.00005413573,"about_ca_system_score_gemma":0.00013129253,"threshold_uncertainty_score":0.39275122},"labels":[],"label_agreement":null},{"id":"W1482685738","doi":"10.1044/sasd24.3.115","title":"Understanding Image Resolution and Quality in Videofluoroscopy","year":2015,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Muscular Dystrophy Canada; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Fluoroscopy; Image quality; Medical physics; Swallowing; Set (abstract data type); Image (mathematics); Quality (philosophy); Computer vision; Artificial intelligence; Radiology; Computer science","score_opus":0.1611440950953219,"score_gpt":0.42726928514926343,"score_spread":0.26612519005394153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482685738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8735993,0.0040087714,0.013834461,0.0067854575,0.0011337593,0.0016831097,0.000009514342,0.0004484789,0.09849718],"genre_scores_gemma":[0.9946962,0.0010475868,0.0020850317,0.00058646087,0.00010476669,0.00012748383,0.000014623596,0.00006463887,0.0012731962],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99574655,0.0008816487,0.000734232,0.0010208694,0.0006345175,0.0009821516],"domain_scores_gemma":[0.998363,0.0005648326,0.00019981244,0.00041435374,0.00008963609,0.000368322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031884413,0.00044389043,0.0006229327,0.00048110622,0.00088180683,0.00011517864,0.00021147297,0.00025282695,0.000052867683],"category_scores_gemma":[0.00073262054,0.0004464338,0.0001084351,0.00046669366,0.00024832878,0.00074534764,0.00028127202,0.00093517924,0.000050191058],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017176868,0.0011452297,0.527119,0.0007341499,0.00073738646,0.000073335075,0.1837835,0.00022629237,0.0032533573,0.2716417,0.0069733476,0.0025950342],"study_design_scores_gemma":[0.014420049,0.00088304904,0.17316906,0.0010305338,0.0002084796,0.0000015148463,0.7684307,0.003811686,0.00005331403,0.030149205,0.00616742,0.00167497],"about_ca_topic_score_codex":0.0010769618,"about_ca_topic_score_gemma":0.0009119076,"teacher_disagreement_score":0.58464724,"about_ca_system_score_codex":0.0011362022,"about_ca_system_score_gemma":0.00016892568,"threshold_uncertainty_score":0.9997987},"labels":[],"label_agreement":null},{"id":"W1488721352","doi":"10.1113/jphysiol.2008.165324","title":"Involvement of ERK phosphorylation in brainstem neurons in modulation of swallowing reflex in rats","year":2009,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reflex; Spinal trigeminal nucleus; Medicine; Brainstem; Swallowing; Capsaicin; Bicuculline; Jaw jerk reflex; Microinjection; Inhibitory postsynaptic potential; Anesthesia; Nociception; Endocrinology; Neuroscience; Internal medicine; Receptor; Antagonist; Biology","score_opus":0.05293503810543476,"score_gpt":0.392940551799111,"score_spread":0.34000551369367626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488721352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976516,0.00007547462,0.000074910895,0.000994877,0.00020589626,0.0003327395,4.170253e-7,0.0000021315452,0.0006619829],"genre_scores_gemma":[0.999326,0.00011990697,0.00012933977,0.00032698517,0.000037949812,0.000002843041,0.0000021961691,0.000004572121,0.000050205894],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997974,0.00072777906,0.0009248215,0.00006884456,0.00012752278,0.00017703809],"domain_scores_gemma":[0.9988724,0.00022869745,0.00068602787,0.00013197094,0.00006330826,0.000017616616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015451324,0.00007222882,0.00030671043,0.00027096344,0.000029576871,6.981092e-7,0.00015580685,0.00006125532,0.000028878529],"category_scores_gemma":[0.000047993457,0.000052519146,0.000038649036,0.00027674955,0.00002171389,0.00012682077,0.00004395224,0.00034470137,0.0000014658017],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069941493,0.0003594308,0.031687655,0.0001215383,0.000024241761,0.0000036998138,0.007679465,0.021726629,0.9300304,0.00341196,0.00024138384,0.004014155],"study_design_scores_gemma":[0.0013156232,0.0003139465,0.98538697,0.00026288518,0.000010717809,1.5368177e-7,0.0017122534,0.0020432833,0.0015500733,0.007311253,0.000052402487,0.00004043927],"about_ca_topic_score_codex":0.0001333708,"about_ca_topic_score_gemma":0.00030996482,"teacher_disagreement_score":0.9536993,"about_ca_system_score_codex":0.00013195699,"about_ca_system_score_gemma":0.000083529754,"threshold_uncertainty_score":0.21416686},"labels":[],"label_agreement":null},{"id":"W1509161797","doi":"10.1155/2004/360537","title":"Injection of Botulinum Toxin a to Upper Esophageal Sphincter for Oropharyngeal Dysphagia in Two Patients with Inclusion Body Myositis","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University Medical Centre","funders":"","keywords":"Medicine; Dysphagia; Inclusion body myositis; Botulinum toxin; Cricopharyngeal myotomy; Oculopharyngeal muscular dystrophy; Pharyngeal muscles; Surgery; Swallowing; Oropharyngeal dysphagia; Myotomy; Esophagus; Anesthesia; Myositis; Achalasia; Internal medicine","score_opus":0.009658810550014729,"score_gpt":0.3111081953600626,"score_spread":0.3014493848100479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509161797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886949,0.000021078435,0.0060586953,0.0029294442,0.0010591588,0.0009965441,0.00005247917,0.0000053567737,0.00018233487],"genre_scores_gemma":[0.9933288,0.0000027804872,0.0031044395,0.0031685943,0.00017124423,0.000041656986,0.000026215088,0.000028711991,0.00012754019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978667,0.00019416524,0.0008077371,0.0002008596,0.00020824735,0.0007223079],"domain_scores_gemma":[0.9984563,0.00004702282,0.00045983618,0.00015797204,0.00036136032,0.0005175052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054866273,0.00017848118,0.00048297338,0.0007518809,0.00028568352,0.000007840948,0.00026383437,0.000083199055,0.00018371792],"category_scores_gemma":[0.00005362328,0.0001543039,0.00007641886,0.0001845529,0.000057983754,0.00021913329,0.00011962736,0.0004044937,0.0000080968775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023132411,0.00013102056,0.9911714,0.00006837903,0.000101163794,0.000093720344,0.0021184152,0.0007494329,0.00009323758,0.00035349774,0.0024202834,0.000386167],"study_design_scores_gemma":[0.015091788,0.0077553033,0.97384655,0.0002961651,0.000083495856,0.000019719639,0.0003095533,0.000020866815,0.00003431349,0.00047839974,0.0019557192,0.00010810045],"about_ca_topic_score_codex":0.0054510455,"about_ca_topic_score_gemma":0.16477336,"teacher_disagreement_score":0.1593223,"about_ca_system_score_codex":0.0008077822,"about_ca_system_score_gemma":0.00075585267,"threshold_uncertainty_score":0.8504674},"labels":[],"label_agreement":null},{"id":"W1512653577","doi":"10.1016/j.otc.2013.09.006","title":"The Normal Swallow","year":2013,"lang":"en","type":"article","venue":"Otolaryngologic Clinics of North America","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Swallowing; Larynx; Pharynx; Esophagus; Oral cavity; Anatomy; Pharyngeal muscles; Physical medicine and rehabilitation; Surgery; Orthodontics","score_opus":0.03126908016622442,"score_gpt":0.3666422330530906,"score_spread":0.3353731528868662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512653577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8998426,0.00023860089,0.00060717505,0.003957134,0.0011926991,0.0018929967,0.000010875576,0.00013692117,0.09212097],"genre_scores_gemma":[0.9755672,0.0014460216,0.00185368,0.0049074763,0.00016658442,0.00058205775,0.000043142973,0.000022937927,0.015410879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977197,0.00034052832,0.00083098037,0.00024767336,0.00027168114,0.00058942224],"domain_scores_gemma":[0.99680626,0.0015917281,0.00065732806,0.00060623506,0.000216467,0.00012198748],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005198767,0.0001633104,0.00032617853,0.000047045396,0.00071255537,0.000014177358,0.0006071247,0.000090678455,0.0013530008],"category_scores_gemma":[0.0004028965,0.00010134446,0.00013428694,0.00026349412,0.00024825602,0.00015382934,0.0004055523,0.0005416481,0.002168005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029939793,0.000107263324,0.8377233,0.00004439154,0.00009657074,0.00000357221,0.0001663919,0.000014048943,0.0000040163272,0.000898476,0.07207797,0.08883403],"study_design_scores_gemma":[0.00030464176,0.00019290835,0.5917962,0.0000107996275,0.000024511612,1.5908233e-7,0.00044056264,0.00034206454,4.2345553e-7,0.00042981972,0.4063596,0.00009826758],"about_ca_topic_score_codex":0.0003689267,"about_ca_topic_score_gemma":0.00022080811,"teacher_disagreement_score":0.33428165,"about_ca_system_score_codex":0.000030685995,"about_ca_system_score_gemma":0.00012478128,"threshold_uncertainty_score":0.9995599},"labels":[],"label_agreement":null},{"id":"W1516294777","doi":"10.1159/000339976","title":"The Physiology of Deglutition and the Pathophysiology and Complications of Oropharyngeal Dysphagia","year":2012,"lang":"en","type":"article","venue":"Nestlé Nutrition Institute Workshop series","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Dysphagia; Oropharyngeal dysphagia; Swallowing; Medicine; Intensive care medicine; Population; Physical therapy; Surgery; Environmental health","score_opus":0.03229636714790872,"score_gpt":0.3533392379757627,"score_spread":0.321042870827854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516294777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633708,0.008446464,0.0012841807,0.017679865,0.0019035047,0.0026236929,0.00004663082,0.00007393248,0.004570916],"genre_scores_gemma":[0.98962647,0.008213181,0.0006542961,0.00042785789,0.00018190038,0.0005516081,0.000052602594,0.000008752224,0.00028333074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99872863,0.0003484512,0.0004221207,0.00013539978,0.00009957632,0.0002658191],"domain_scores_gemma":[0.9986245,0.0006195197,0.00030365767,0.00026216792,0.000139354,0.00005077139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042077692,0.00011694443,0.00027338587,0.000047399422,0.0009265828,0.000006867965,0.00012477295,0.00010231659,0.000022561286],"category_scores_gemma":[0.00008185815,0.00007094892,0.000037081216,0.00016771922,0.0014550134,0.0003849767,0.00016610291,0.00021037053,0.0000056017893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007360487,0.00020429665,0.0032286574,0.00059198245,0.00010623414,2.5361547e-7,0.002192262,0.000006007505,0.0057497188,0.9785251,0.004965262,0.0036941876],"study_design_scores_gemma":[0.007836711,0.00021657722,0.6583823,0.0005114998,0.00032972833,0.000010032347,0.014458962,0.0001497667,0.00044774922,0.07333157,0.24399094,0.00033417912],"about_ca_topic_score_codex":0.000050429262,"about_ca_topic_score_gemma":0.00009265579,"teacher_disagreement_score":0.9051935,"about_ca_system_score_codex":0.000019241255,"about_ca_system_score_gemma":0.000036722573,"threshold_uncertainty_score":0.7126619},"labels":[],"label_agreement":null},{"id":"W1523656495","doi":"10.18433/j38887","title":"Liquid Dosage Forms Extemporaneously Prepared from Commercially Available Products – Considering New Evidence on Stability","year":2013,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"James Cook University; Griffith University","keywords":"Active ingredient; Dosage form; Medicine; Ingredient; Intensive care medicine; Pharmacology","score_opus":0.5298367069090645,"score_gpt":0.5623554288974865,"score_spread":0.032518721988421984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523656495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002208332,0.97802424,0.00008187711,0.0032197502,0.0040010307,0.0042650993,0.000033012337,0.00009667627,0.008069992],"genre_scores_gemma":[0.0015709559,0.9914868,0.0018637344,0.0016350126,0.0017903569,0.000119593686,0.000009189662,0.000060204384,0.0014641444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99012566,0.002195061,0.0032909296,0.0010166086,0.00201899,0.0013527805],"domain_scores_gemma":[0.9902059,0.0046537193,0.0029676908,0.00058238703,0.00052231416,0.0010679866],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0070269555,0.0008084065,0.0024400973,0.00038547418,0.0010564498,0.00023884722,0.0021269864,0.00021983983,0.016771084],"category_scores_gemma":[0.0014639461,0.00052287517,0.00054260896,0.0009771434,0.00050875347,0.0017753165,0.0007792277,0.0028375916,0.001495965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009294004,0.000846767,0.00040700118,0.016066415,0.00084625784,0.00024780232,0.0009900262,0.000007268118,0.00052719197,0.00032823457,0.17167433,0.8071293],"study_design_scores_gemma":[0.0011149279,0.0006678121,0.00000370148,0.014127861,0.0014693901,0.0000170839,0.00016005362,0.000059982103,0.0002937639,0.00013449579,0.9814214,0.0005295378],"about_ca_topic_score_codex":0.00050013675,"about_ca_topic_score_gemma":0.00003630877,"teacher_disagreement_score":0.80974704,"about_ca_system_score_codex":0.0007812284,"about_ca_system_score_gemma":0.0069674635,"threshold_uncertainty_score":0.9997223},"labels":[],"label_agreement":null},{"id":"W1529581252","doi":"10.1016/j.medengphy.2015.04.007","title":"Swallowing accelerometry signal feature variations with sensor displacement","year":2015,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accelerometer; SIGNAL (programming language); Artificial intelligence; Signal processing; QUIET; Feature (linguistics); Computer science; Pattern recognition (psychology); Computer vision; Physics; Digital signal processing","score_opus":0.03238237625166285,"score_gpt":0.3462664307190301,"score_spread":0.3138840544673673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529581252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024127983,0.000050385737,0.96164167,0.003437405,0.0012225332,0.00066355476,0.000007294239,0.00042077596,0.008428375],"genre_scores_gemma":[0.9797455,0.0000112865955,0.012824016,0.0010879423,0.0014111181,0.00020475418,0.00009013315,0.000068501926,0.0045567374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980933,0.00005809294,0.0002283102,0.00022208142,0.00092436053,0.00047386752],"domain_scores_gemma":[0.99899936,0.00018894815,0.0000690756,0.00022613052,0.00008843154,0.00042804095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005204117,0.0001855085,0.00022981351,0.000056410074,0.00015507634,0.000015564801,0.00019490621,0.0001298267,0.0002988517],"category_scores_gemma":[0.00012147965,0.00014471558,0.00004125576,0.00036984356,0.000018634853,0.00015007814,0.00014882989,0.00071998074,0.00014268141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004775433,0.0026496751,0.0781494,0.003432273,0.004160403,0.00071079546,0.017516524,0.11112768,0.0022249604,0.37556493,0.36076197,0.043223828],"study_design_scores_gemma":[0.011825949,0.000712651,0.023452237,0.0018999007,0.00062592083,0.0000060762036,0.003385941,0.42073968,0.0002355865,0.00096927694,0.5344074,0.001739395],"about_ca_topic_score_codex":0.000023708315,"about_ca_topic_score_gemma":0.0000042351376,"teacher_disagreement_score":0.95561755,"about_ca_system_score_codex":0.00020341456,"about_ca_system_score_gemma":0.000277281,"threshold_uncertainty_score":0.590133},"labels":[],"label_agreement":null},{"id":"W1546484134","doi":"10.1007/bf03022658","title":"Postoperative complications in patients with oculopharyngeal muscular dystrophy: A retrospective study","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Surgery; Aspiration pneumonia; Complication; Anesthesia; Dysphagia; Oculopharyngeal muscular dystrophy; Ptosis; Retrospective cohort study; Choking; Intensive care unit; Pneumonia; Airway obstruction; Airway; Internal medicine","score_opus":0.014049486028078715,"score_gpt":0.29218071487354513,"score_spread":0.2781312288454664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546484134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934054,0.00008726341,0.00008598566,0.0025936863,0.00032081784,0.0012614143,0.0000073588685,0.000010149017,0.0022278982],"genre_scores_gemma":[0.99848676,0.0000049000723,0.0004672827,0.0003084406,0.00023297325,0.000014745032,0.000010397154,0.00005792055,0.00041657776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958388,0.00046182045,0.0013269617,0.00031081968,0.0007622608,0.0012992867],"domain_scores_gemma":[0.9950744,0.00009843298,0.00096800487,0.0003253936,0.0016663652,0.0018673919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028020076,0.00036881142,0.0007212468,0.0014194571,0.0012761507,0.00009758853,0.0006388343,0.0001573796,0.00027372863],"category_scores_gemma":[0.0001158323,0.00029827072,0.00013292105,0.0008913412,0.00015114209,0.0006163342,0.000018622677,0.0014325858,0.00002744563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027798626,0.00021935244,0.8692147,0.000012888263,0.00018431405,0.12116593,0.006427899,0.00006384528,0.0000013813777,0.00069802714,0.0013048899,0.0004287689],"study_design_scores_gemma":[0.0044742525,0.0029571522,0.9589034,0.00019670722,0.00012055985,0.018253297,0.010854149,0.000003835274,6.122847e-7,0.00011556017,0.0038040958,0.00031642822],"about_ca_topic_score_codex":0.014299562,"about_ca_topic_score_gemma":0.16894385,"teacher_disagreement_score":0.1546443,"about_ca_system_score_codex":0.0034798575,"about_ca_system_score_gemma":0.0040373746,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W1547098228","doi":"10.1186/1745-6215-14-377","title":"Cervical auscultation in the diagnosis of oropharyngeal aspiration in children: a study protocol for a randomised controlled trial","year":2013,"lang":"en","type":"article","venue":"Trials","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Children's Health Foundation; Queensland Government; Speech Pathology Australia; Children's Medical Research","keywords":"Medicine; Auscultation; Radiological weapon; Swallowing; Clinical trial; Randomized controlled trial; Physical examination; Gold standard (test); Intensive care medicine; Pediatrics; Surgery; Radiology; Internal medicine","score_opus":0.18269475932222012,"score_gpt":0.5217934991602079,"score_spread":0.3390987398379878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547098228","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3638249,0.0000017394792,0.00007074002,0.0005082561,0.000106426065,0.6351076,0.0000022781699,0.000011728038,0.00036637648],"genre_scores_gemma":[0.37456203,6.981107e-7,0.00006121247,0.00015227968,0.00018727312,0.6249484,0.000008899854,0.0000068369254,0.00007238854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99132955,0.00585268,0.0020623577,0.00020436071,0.00030673,0.00024429715],"domain_scores_gemma":[0.99290526,0.005945487,0.0008200385,0.00018798323,0.00011449921,0.000026737966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012623812,0.0001339877,0.0010170818,0.0001356649,0.000111236564,0.000022152648,0.00017723428,0.00009468581,0.0006573318],"category_scores_gemma":[0.003148954,0.00007465315,0.00015687596,0.00022836472,0.0000127043495,0.00016673493,0.00003073455,0.00016249307,0.000022700211],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88393223,0.0050831013,0.09227363,0.0001907388,0.0002721092,6.6011177e-7,0.0065375445,0.000033003187,0.00006706095,0.00092291116,0.0059758057,0.0047112172],"study_design_scores_gemma":[0.9019234,0.0015440345,0.09394186,0.00004399186,0.00011146241,1.1796464e-8,0.0014566598,0.00020083397,0.000007970786,0.0005396704,0.00015946245,0.000070616225],"about_ca_topic_score_codex":0.0006027706,"about_ca_topic_score_gemma":0.00041554603,"teacher_disagreement_score":0.017991204,"about_ca_system_score_codex":0.00006159663,"about_ca_system_score_gemma":0.00012415372,"threshold_uncertainty_score":0.7197322},"labels":[],"label_agreement":null},{"id":"W1565164927","doi":"10.3109/09638288.2015.1076069","title":"The effect of rater training on scoring performance and scale-specific expertise amongst occupational therapists participating in a multicentre study: a single-group pre–post-test study","year":2015,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vignette; Likert scale; Psychology; Scale (ratio); Occupational therapy; Test (biology); Danish; Physical therapy; Clinical psychology; Medicine; Social psychology; Developmental psychology","score_opus":0.06723254128046637,"score_gpt":0.39912452486050864,"score_spread":0.3318919835800423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565164927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950658,0.000044351153,0.000011013961,0.00039299022,0.00018024394,0.0041993945,0.0000032907192,0.000026308648,0.000076601886],"genre_scores_gemma":[0.99799836,0.0000052694268,0.00009793676,0.000015954873,0.00003607997,0.001810763,0.000005913821,0.00001136414,0.000018375125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970244,0.0014425439,0.0006032603,0.00035518748,0.00030652242,0.00026806464],"domain_scores_gemma":[0.9947223,0.0046928176,0.00016509433,0.0002499313,0.000092995724,0.00007687297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035541798,0.00015678865,0.0002576074,0.000047486916,0.00042791056,0.00003086688,0.0000729008,0.000059744998,0.000007562022],"category_scores_gemma":[0.0009706792,0.000101406484,0.0000267974,0.00015212919,0.0002877065,0.0002504437,0.000079418365,0.00024431455,0.0000017479981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011665296,0.0011502801,0.8081952,0.00020822941,0.000015380787,2.5005806e-7,0.16607855,0.000052797477,0.00010764962,0.000016658412,0.000008119955,0.023000404],"study_design_scores_gemma":[0.0033697058,0.005214975,0.850206,0.00018106443,0.000017909371,4.4147033e-8,0.13861041,0.002265197,0.000008805437,0.000015946242,0.000023881557,0.00008602676],"about_ca_topic_score_codex":0.0001785375,"about_ca_topic_score_gemma":0.0017910798,"teacher_disagreement_score":0.042010885,"about_ca_system_score_codex":0.00018783557,"about_ca_system_score_gemma":0.000023256453,"threshold_uncertainty_score":0.41352364},"labels":[],"label_agreement":null},{"id":"W1571854174","doi":"10.7162/s1809-97772012000300016","title":"Rehabilitation of oropharyngeal dysphagia in children with cerebral palsy: A systematic review of the speech therapy approach","year":2012,"lang":"en","type":"review","venue":"International Archives of Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cerebral palsy; Medicine; Dysphagia; Oropharyngeal dysphagia; Swallowing; Rehabilitation; Habilitation; Physical therapy; Pediatrics; Population; Speech therapy; Physical medicine and rehabilitation; Audiology; Surgery","score_opus":0.035569970083846374,"score_gpt":0.36967777677886016,"score_spread":0.3341078066950138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571854174","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012152079,0.9823598,0.00008978829,0.00010865057,0.00038023418,0.009360651,0.0001365821,0.0000150369515,0.00633404],"genre_scores_gemma":[0.004174863,0.99165565,0.0020538417,0.00013471079,0.00009080301,0.0011969033,0.00026948118,0.000049717757,0.00037400593],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99394923,0.002460498,0.0023449676,0.00036329916,0.0005481817,0.000333796],"domain_scores_gemma":[0.9944569,0.0014464691,0.0031772484,0.00072495214,0.00014546757,0.000048977196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011044452,0.00037508528,0.002691748,0.00045548056,0.00005128115,0.0000025065272,0.0013203553,0.00018230463,0.00016343847],"category_scores_gemma":[0.00025685664,0.00021292455,0.0004966977,0.00032376402,0.00028973186,0.00011927384,0.00040892692,0.0006818856,0.0000086826],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056324214,0.0005467246,0.0647271,0.91050315,0.0019428807,6.7896906e-7,0.00067149074,6.8660023e-7,0.0000017434929,0.007417029,0.00007958447,0.014052636],"study_design_scores_gemma":[0.0019458376,0.0004439482,0.11698637,0.8602263,0.0025665485,0.000039288698,0.00014145455,0.000024342184,0.0000026320645,0.0005192249,0.016655754,0.00044831],"about_ca_topic_score_codex":0.00021456735,"about_ca_topic_score_gemma":0.000023924304,"teacher_disagreement_score":0.052259278,"about_ca_system_score_codex":0.00009759599,"about_ca_system_score_gemma":0.00036176265,"threshold_uncertainty_score":0.8682811},"labels":[],"label_agreement":null},{"id":"W1580194145","doi":"10.1159/000339983","title":"Screening and Clinical Assessment of Oropharyngeal Dysphagia","year":2012,"lang":"en","type":"article","venue":"Nestlé Nutrition Institute Workshop series","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dysphagia; Oropharyngeal dysphagia; Intensive care medicine; Malnutrition; Medicine; Aspiration pneumonia; Pneumonia; Stroke (engine); Surgery; Internal medicine","score_opus":0.09664499234762444,"score_gpt":0.4700828950075899,"score_spread":0.37343790265996546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580194145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758802,0.002672462,0.041653086,0.006896545,0.011529709,0.0039476035,0.000057391666,0.0005387473,0.056824256],"genre_scores_gemma":[0.95522094,0.0022630654,0.03770587,0.00064254476,0.0011397046,0.00029954594,0.00011656198,0.000030862837,0.0025808888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751335,0.0003378829,0.00095299626,0.00028555104,0.00033451288,0.00057570543],"domain_scores_gemma":[0.99857557,0.00031288012,0.00038320635,0.00032066868,0.00014645007,0.00026120647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011622908,0.0002249499,0.00049427303,0.00015293907,0.00061155594,0.000021679747,0.00016157365,0.00025069728,0.00038733962],"category_scores_gemma":[0.00009434551,0.00021273852,0.00009701706,0.0003041161,0.00034211,0.001707076,0.0002687598,0.0006003279,0.000024692492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026182987,0.0010628168,0.7924139,0.001158467,0.00030565867,0.000012887508,0.0006428861,0.000009354439,0.00012621861,0.16256945,0.026655665,0.0147809],"study_design_scores_gemma":[0.0035494778,0.00018228748,0.54694563,0.00074304827,0.00023388892,0.0000064536744,0.0041465377,0.00012194411,0.000026156626,0.00044458185,0.4432647,0.00033526862],"about_ca_topic_score_codex":0.00003633878,"about_ca_topic_score_gemma":0.00007812599,"teacher_disagreement_score":0.41660905,"about_ca_system_score_codex":0.00007100212,"about_ca_system_score_gemma":0.00011890572,"threshold_uncertainty_score":0.86752254},"labels":[],"label_agreement":null},{"id":"W1595683758","doi":"10.1186/s12883-015-0362-9","title":"Rate of aspiration pneumonia in hospitalized Parkinson’s disease patients: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"Parkinsonfonden; Bachmann-Strauss Dystonia and Parkinson Foundation; University of Florida Foundation; National Parkinson Foundation","keywords":"Medicine; Aspiration pneumonia; Dysphagia; Swallowing; Cohort; Pneumonia; Retrospective cohort study; Neurosurgery; Meconium aspiration syndrome; Neurology; Pediatrics; Cohort study; Emergency medicine; Surgery; Internal medicine","score_opus":0.07905024195991556,"score_gpt":0.41522514567074703,"score_spread":0.3361749037108315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595683758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995647,0.000009463406,0.000094733834,0.0001817892,0.0014469782,0.0017026436,0.000010668428,0.00004284091,0.00086386036],"genre_scores_gemma":[0.9980487,0.0000015430551,0.0000324389,0.0009326107,0.00006911369,0.00044441925,0.00003497336,0.000015621232,0.0004205811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748945,0.0011229728,0.0005932753,0.00031526663,0.00019767683,0.00028137508],"domain_scores_gemma":[0.99902785,0.0001573639,0.00026697438,0.00024674562,0.00017944875,0.00012161539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083958777,0.00011547921,0.00020438508,0.00015118564,0.000092810624,0.000007609203,0.0001430906,0.000076476674,0.00009092111],"category_scores_gemma":[0.00033325382,0.000108359316,0.000035784262,0.00016415636,0.000040021776,0.00014839768,0.0001656605,0.00022460459,0.0000878292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009894235,0.0007952204,0.99672234,0.0000380109,0.000011396452,0.000010014262,0.00032587897,0.00018135806,0.000004627819,0.00051076344,0.0003663258,0.000044621513],"study_design_scores_gemma":[0.005086719,0.0012705133,0.98858726,0.0000035486457,0.000014919994,4.04594e-8,0.000059274826,0.0003133748,2.807517e-7,0.00087124866,0.0037139996,0.00007881749],"about_ca_topic_score_codex":0.0002133776,"about_ca_topic_score_gemma":0.0006123747,"teacher_disagreement_score":0.008135096,"about_ca_system_score_codex":0.000056770474,"about_ca_system_score_gemma":0.00021757509,"threshold_uncertainty_score":0.44187647},"labels":[],"label_agreement":null},{"id":"W1596522431","doi":"10.1007/bf03017931","title":"The cricoid cartilage and the esophagus are not aligned in close to half of adult patients","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Cricoid cartilage; Esophagus; Cartilage; Anatomy; Medicine; Cricoid pressure; Surgery; Larynx; Intubation","score_opus":0.016319473028424562,"score_gpt":0.2695298934600171,"score_spread":0.25321042043159253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596522431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487533,0.002208965,0.0000031811376,0.04668855,0.000589498,0.00074230926,0.0000063994607,0.000004640942,0.0010031867],"genre_scores_gemma":[0.9963057,0.0003012158,0.00006788008,0.0013893999,0.00028944065,0.00002111415,0.000001001689,0.00003929423,0.0015849218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958009,0.0008005281,0.0014683469,0.00020722687,0.0006225805,0.0011003934],"domain_scores_gemma":[0.9953474,0.0005272734,0.0012642149,0.00035149898,0.0009967926,0.0015128105],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002508888,0.00029626134,0.0006550815,0.0006028583,0.0014203668,0.00012490587,0.0008417063,0.00015470781,0.00016195906],"category_scores_gemma":[0.0007294591,0.00018241459,0.00017793705,0.00055225054,0.00031241545,0.00028988533,0.000034152246,0.00082224666,0.000021622776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019674401,0.000279966,0.5447637,0.00038767557,0.0004513269,0.1981816,0.05921404,0.0002212077,0.000016629185,0.039795402,0.14098613,0.013734881],"study_design_scores_gemma":[0.030699603,0.0036285322,0.635509,0.0031847504,0.0008426343,0.1406745,0.05696067,0.0003394145,0.00012333419,0.0045126164,0.121688545,0.0018363968],"about_ca_topic_score_codex":0.016314292,"about_ca_topic_score_gemma":0.1527405,"teacher_disagreement_score":0.1364262,"about_ca_system_score_codex":0.00069080136,"about_ca_system_score_gemma":0.0009493084,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W1604990030","doi":"10.1159/000339999","title":"Exercise-Based Approaches to Dysphagia Rehabilitation","year":2012,"lang":"en","type":"article","venue":"Nestlé Nutrition Institute Workshop series","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Swallowing; Dysphagia; Physical medicine and rehabilitation; Rehabilitation; Physical therapy; Medicine; Muscle strength; Pharyngeal muscles; Resistance training; Surgery","score_opus":0.13899432129608882,"score_gpt":0.3724957252829109,"score_spread":0.2335014039868221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604990030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5131284,0.0041563315,0.107726544,0.18240395,0.032325406,0.02878197,0.00012756267,0.004164748,0.12718512],"genre_scores_gemma":[0.92754626,0.00011054153,0.05630324,0.0020364672,0.0010783942,0.0059702443,0.00034297456,0.00005983241,0.006552056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763703,0.00021868183,0.0005936219,0.00036463773,0.0003869479,0.00079907995],"domain_scores_gemma":[0.9986055,0.00025725988,0.00017202875,0.00049453386,0.00013155094,0.0003391391],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007447371,0.000284219,0.0003453354,0.0003162502,0.0009491703,0.000043980664,0.00022319,0.0002370504,0.00046289866],"category_scores_gemma":[0.00018775795,0.00028140322,0.00009591427,0.00074945047,0.00014527497,0.0018661174,0.0001226258,0.0003743675,0.0008974589],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017978669,0.0031847465,0.07465971,0.0044924407,0.00014285285,0.000009878757,0.012176462,0.000961025,0.0003123684,0.4986683,0.3812404,0.02235396],"study_design_scores_gemma":[0.001877285,0.00014260961,0.025671516,0.001249788,0.00009217393,9.0044335e-7,0.009724755,0.000056793946,0.0001943588,0.0013652437,0.9591479,0.0004767088],"about_ca_topic_score_codex":0.000028325381,"about_ca_topic_score_gemma":0.00011841897,"teacher_disagreement_score":0.5779075,"about_ca_system_score_codex":0.00027635766,"about_ca_system_score_gemma":0.00012786794,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W1722417122","doi":"10.1044/leader.ftr1.15062010.10","title":"Tongue-Pressure Resistance Training: Workout for Dysphagia","year":2010,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tongue; Swallowing; Dysphagia; Medicine; Isometric exercise; Physical medicine and rehabilitation; Physical therapy; Audiology; Dentistry; Surgery; Pathology","score_opus":0.09277118031410297,"score_gpt":0.43376304683239036,"score_spread":0.3409918665182874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1722417122","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045164064,0.0011271313,0.016455734,0.058835983,0.0327477,0.00885871,0.00016153746,0.0013879065,0.8352612],"genre_scores_gemma":[0.5397056,0.000008022964,0.0086672725,0.0035133283,0.0012589705,0.00074055704,0.00004695535,0.000059016053,0.44600028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980669,0.00009084076,0.0004040574,0.00040457625,0.0002536862,0.00077994354],"domain_scores_gemma":[0.998514,0.0004328561,0.0001791091,0.0005372204,0.00018300954,0.00015380447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071210053,0.000202537,0.00027737484,0.000076104836,0.0005978117,0.000025504156,0.00035151766,0.0002623049,0.0025771398],"category_scores_gemma":[0.00028942665,0.00018237728,0.00009359711,0.00015500025,0.00007265249,0.00018955828,0.00009184772,0.0007899064,0.00051117723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009482067,0.00008412915,0.0044464325,0.00038296357,0.00021518463,0.0000045755583,0.006488528,0.0000030322485,0.0009992549,0.07271699,0.9094167,0.005147432],"study_design_scores_gemma":[0.0011893084,0.000024845653,0.010716916,0.000071311384,0.00010358986,1.418514e-7,0.0038321235,0.000082740655,0.000047437217,0.0023815674,0.9813253,0.00022469184],"about_ca_topic_score_codex":0.0000140864195,"about_ca_topic_score_gemma":0.0006771436,"teacher_disagreement_score":0.49454153,"about_ca_system_score_codex":0.000025164147,"about_ca_system_score_gemma":0.000165772,"threshold_uncertainty_score":0.99833465},"labels":[],"label_agreement":null},{"id":"W1726247545","doi":"10.1016/j.ijporl.2015.05.039","title":"Contrast pooling in videofluoroscopic swallowing study as a risk factor for pneumonia in children with dysphagia","year":2015,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Pneumonia; Etiology; Retrospective cohort study; Pediatrics; Risk factor; Oropharyngeal dysphagia; Physical therapy; Surgery; Internal medicine","score_opus":0.031231743125183342,"score_gpt":0.3886354273619834,"score_spread":0.3574036842368001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1726247545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99449724,0.00029063373,0.000996601,0.00036355286,0.0020499257,0.0015476677,0.00002724823,0.000018490395,0.00020864017],"genre_scores_gemma":[0.99727803,0.00010813902,0.0008922282,0.0002631981,0.0012049336,0.000091878086,0.000006253135,0.000028652144,0.00012667842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707186,0.0005083663,0.0011313825,0.0002597061,0.00057873275,0.00044997103],"domain_scores_gemma":[0.99774,0.00050136534,0.00094603526,0.00013428688,0.00051861897,0.00015970127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016296364,0.00020326866,0.00047106645,0.00093129906,0.00007813466,0.000027865393,0.0005866254,0.00013767762,0.00007902844],"category_scores_gemma":[0.00063877006,0.00016733316,0.0000740799,0.00023703891,0.000020077066,0.00043526202,0.0001443173,0.00085946976,0.000026119586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005631964,0.00046792702,0.9945649,0.000009634868,0.0003888549,0.00013594118,0.0028192133,0.00017820181,0.000024749726,0.00013436427,0.00018662588,0.00052640727],"study_design_scores_gemma":[0.011901258,0.0011532217,0.9842452,0.000033327942,0.00014817755,0.000021611257,0.0016340073,0.000104751016,0.0000039749134,0.00037682007,0.0002272262,0.00015046682],"about_ca_topic_score_codex":0.0008318265,"about_ca_topic_score_gemma":0.00071453257,"teacher_disagreement_score":0.011338061,"about_ca_system_score_codex":0.0005662495,"about_ca_system_score_gemma":0.00070753373,"threshold_uncertainty_score":0.6823648},"labels":[],"label_agreement":null},{"id":"W1735718756","doi":"10.1183/13993003/erj.38.suppl_55.p2110","title":"Dyspnoea, respiratory muscle strength and hyperventilation in end-stage liver disease","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Hyperventilation; Medicine; Internal medicine; Cardiology; Ventilation (architecture); Tidal volume; Anesthesia; Respiratory system","score_opus":0.12293314994145685,"score_gpt":0.3614829224624442,"score_spread":0.23854977252098733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1735718756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.878695,0.0014051711,0.0002273651,0.00005332163,0.0006810385,0.0004773223,0.000012506649,0.00007690835,0.118371345],"genre_scores_gemma":[0.9925285,0.00013383635,0.0003202988,0.0024352684,0.000461232,0.000015410968,0.0000037347495,0.00006493059,0.004036809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959634,0.002089823,0.000776933,0.00032999535,0.00033637148,0.00050350116],"domain_scores_gemma":[0.9986549,0.00008198763,0.00041550136,0.00033598146,0.000071870294,0.00043973117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029668745,0.00021214737,0.00020065402,0.00035240938,0.00060854503,0.000042993084,0.00025999686,0.000052994186,0.004340615],"category_scores_gemma":[0.00012415645,0.0001935329,0.00007380247,0.00017252224,0.000075985736,0.0005077761,0.00025721284,0.000878227,0.000402018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002936792,0.00043205163,0.90777385,0.00020899232,0.0000693611,0.0028399369,0.0041242563,0.000007582866,0.00045076647,0.0052689333,0.015023351,0.06350725],"study_design_scores_gemma":[0.0011799593,0.00009652574,0.70213383,0.00012347402,0.000026438178,6.5679205e-7,0.0005943209,0.000025177365,0.000007575797,0.000065467306,0.2955949,0.00015166825],"about_ca_topic_score_codex":0.000018588004,"about_ca_topic_score_gemma":0.00007538136,"teacher_disagreement_score":0.28057155,"about_ca_system_score_codex":0.00013514777,"about_ca_system_score_gemma":0.00018047183,"threshold_uncertainty_score":0.9965696},"labels":[],"label_agreement":null},{"id":"W17715761","doi":"10.1007/978-0-387-73693-8_72","title":"Effects of Hypercapnia on Non-nutritive Swallowing in Newborn Lambs","year":2007,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Hypercapnia; Swallowing; Medicine; Anesthesia; Respiration; Anatomy; Surgery; Acidosis","score_opus":0.029377754428858895,"score_gpt":0.46669356921837263,"score_spread":0.43731581478951376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W17715761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95912665,0.0076822815,0.00021930222,0.00031523054,0.0007841846,0.00071409234,7.5366654e-7,0.000011959013,0.031145534],"genre_scores_gemma":[0.99613225,0.0017019518,0.0005631816,0.0012838325,0.00013982893,0.00007487554,0.000008328144,0.0000073877472,0.000088330504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887633,0.000109922265,0.00039001537,0.00022466906,0.0000684355,0.0003306166],"domain_scores_gemma":[0.9989479,0.0008192628,0.00009159128,0.00007990038,0.000012726778,0.000048594058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043985038,0.00012328872,0.0003335581,0.0002288657,0.000051209125,4.2860322e-7,0.00007696776,0.00009422919,0.000030374145],"category_scores_gemma":[0.00006593167,0.00009004467,0.000015304844,0.00017217615,0.00015427495,0.00008761446,0.00007736233,0.0002232369,0.0000041198305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017556602,0.0010249558,0.44551685,0.0007502713,0.000049460752,0.0001630193,0.012830436,0.0000016667698,0.41853532,0.02837473,0.00041424241,0.09058337],"study_design_scores_gemma":[0.04032018,0.016648943,0.43283927,0.0069123483,0.000063622596,0.0000038402604,0.14831644,0.000080399266,0.18956432,0.0056365235,0.15872355,0.00089058344],"about_ca_topic_score_codex":0.00018717427,"about_ca_topic_score_gemma":0.00017200595,"teacher_disagreement_score":0.22897102,"about_ca_system_score_codex":0.000080356105,"about_ca_system_score_gemma":0.000012419195,"threshold_uncertainty_score":0.3671915},"labels":[],"label_agreement":null},{"id":"W178221950","doi":"","title":"Dysphagia in Alzheimer disease: a review.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère","funders":"","keywords":"Dysphagia; Medicine; Aspiration pneumonia; Intensive care medicine; Disease; Pneumonia; Enteral administration; Dementia; Weight loss; Oropharyngeal dysphagia; Parenteral nutrition; Pediatrics; Internal medicine; Surgery; Obesity","score_opus":0.06309018569379836,"score_gpt":0.38894456685596634,"score_spread":0.32585438116216797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178221950","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030811636,0.054112893,0.000018729736,0.028443735,0.001146861,0.0128332265,0.00002040781,0.00035271852,0.8722598],"genre_scores_gemma":[0.7761025,0.025892027,0.00012970726,0.03547399,0.00033651007,0.03537184,0.00007618257,0.0000583402,0.12655891],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982504,0.00024628566,0.00039757573,0.00024646503,0.00021755844,0.0006416956],"domain_scores_gemma":[0.99928445,0.00007179656,0.00006614258,0.00033149353,0.000022320199,0.00022377935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007894716,0.000120087076,0.00020525284,0.0000644592,0.00012302336,0.0000058487185,0.0001804251,0.000044292614,0.0072590783],"category_scores_gemma":[0.000050112314,0.00010434247,0.0000469964,0.0002776733,0.000019349805,0.00014733456,0.000059737118,0.00025082246,0.001508724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005505051,0.00011669919,0.09349574,0.00042726993,0.000070243084,0.000035538553,0.00007407802,0.0000024258627,9.580639e-8,0.001859006,0.30702868,0.5968352],"study_design_scores_gemma":[0.00034778187,0.0000016513967,0.5364625,0.00012764263,0.000069618014,4.5216336e-8,0.000012689607,0.000008542798,1.7294516e-7,0.00021040729,0.46268442,0.00007452921],"about_ca_topic_score_codex":0.000047356432,"about_ca_topic_score_gemma":0.000054950735,"teacher_disagreement_score":0.7457009,"about_ca_system_score_codex":0.000077337194,"about_ca_system_score_gemma":0.00005167378,"threshold_uncertainty_score":0.9992687},"labels":[],"label_agreement":null},{"id":"W179253129","doi":"10.1016/s0246-0351(13)46979-9","title":"10.1016/s0246-0351(13)46979-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharynx; Medicine; Anatomy","score_opus":0.020422443832920828,"score_gpt":0.3132475691954354,"score_spread":0.2928251253625146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W179253129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019667705,0.00003288833,0.000005896711,0.0018044851,0.000012521793,0.00089631125,0.000011486922,0.00030026914,0.99673945],"genre_scores_gemma":[0.000156982,0.0000010987804,0.0002244681,0.0005239948,0.00029860355,0.00020426708,0.00003634211,0.000039056602,0.9985152],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828994,0.00016485881,0.00034831144,0.00029912344,0.0002813379,0.00061641564],"domain_scores_gemma":[0.9991006,0.00011662793,0.000061252525,0.00043782283,0.000058374037,0.00022531],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004364048,0.0001744284,0.00022508955,0.00010310005,0.00039110534,0.000019873523,0.0002882647,0.00010721617,0.9994917],"category_scores_gemma":[0.000028848088,0.0001605092,0.00005942318,0.00025078657,0.000020817026,0.00013871417,0.00014308126,0.00030072549,0.9991726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055850895,0.000052993226,0.0000023836772,0.000030350351,0.00003279032,0.0000052142473,0.0000695163,0.000013602799,0.000006895993,0.000010388197,0.8584599,0.14126012],"study_design_scores_gemma":[0.0005345939,0.00010785579,0.00033965343,0.000055493092,0.00003676789,3.0209318e-7,0.000019627292,0.00012008931,0.000003729411,0.000038320446,0.9985532,0.00019033886],"about_ca_topic_score_codex":0.00009344482,"about_ca_topic_score_gemma":0.0000024882333,"teacher_disagreement_score":0.14106977,"about_ca_system_score_codex":0.00011437622,"about_ca_system_score_gemma":0.00008162929,"threshold_uncertainty_score":0.6545375},"labels":[],"label_agreement":null},{"id":"W18029317","doi":"","title":"Endoscopic stapling versus external transcervical approach for the treatment of Zenker diverticulum.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Zenker's diverticulum; Surgery; Patient satisfaction; Diverticulum (mollusc); Retrospective cohort study; Dysphagia","score_opus":0.09550599893657416,"score_gpt":0.3747798764332189,"score_spread":0.2792738774966448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18029317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894939,0.00046625358,0.06279342,0.0018371539,0.0067058676,0.0136385,0.00004695853,0.00013558353,0.024882378],"genre_scores_gemma":[0.9826297,0.0000890479,0.0031416023,0.00009308251,0.00036029995,0.011073292,0.000011957018,0.000017066757,0.0025839403],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884236,0.000054464635,0.0002754046,0.00018667243,0.00018131199,0.00045980365],"domain_scores_gemma":[0.999011,0.0004814862,0.0000935817,0.0002773421,0.000047808022,0.00008880064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032523,0.000116414296,0.00017883405,0.000034775396,0.0003161496,0.000010087328,0.0001889886,0.000077487726,0.00013471364],"category_scores_gemma":[0.000026072603,0.00006980859,0.00010914185,0.00006646145,0.00004495378,0.000054346747,0.000029895858,0.00015765433,0.000006385766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024122444,0.0030334087,0.13545634,0.0008367745,0.001674635,0.0000038694116,0.0077801906,0.0001212724,0.0008421642,0.048298296,0.0031325517,0.79640824],"study_design_scores_gemma":[0.018163823,0.00033895185,0.8038174,0.000012447866,0.0007965212,1.6838416e-7,0.0024478233,0.0035409827,0.00084878743,0.00035604136,0.16946086,0.00021621738],"about_ca_topic_score_codex":0.00011850425,"about_ca_topic_score_gemma":0.00011888315,"teacher_disagreement_score":0.79619205,"about_ca_system_score_codex":0.000067663816,"about_ca_system_score_gemma":0.000032652257,"threshold_uncertainty_score":0.2846712},"labels":[],"label_agreement":null},{"id":"W1868630562","doi":"10.1016/j.ijporl.2015.08.016","title":"Laryngeal penetration on videofluoroscopic swallowing study is associated with increased pneumonia in children","year":2015,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Aspiration pneumonia; Pneumonia; Etiology; Larynx; Retrospective cohort study; Surgery; Pediatrics; Internal medicine","score_opus":0.036114887460152546,"score_gpt":0.3724100033682404,"score_spread":0.33629511590808786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868630562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955456,0.00007874318,0.00007621598,0.00065754086,0.0015751246,0.00073496177,0.000009609901,0.00002734302,0.0012948414],"genre_scores_gemma":[0.9973635,0.00003892745,0.00012221518,0.001062949,0.0011193758,0.000023240505,0.000027201399,0.000023754466,0.00021881131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677384,0.000775703,0.0009080783,0.00023813918,0.00096691796,0.00033735047],"domain_scores_gemma":[0.9977934,0.0003985831,0.00087390305,0.00015306423,0.000620822,0.00016022568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017664969,0.00019341701,0.000381462,0.0008003783,0.00009191252,0.00002885865,0.00054184685,0.00015144804,0.00013436849],"category_scores_gemma":[0.0005092253,0.00015844501,0.000064420914,0.00028705932,0.000019042433,0.00040729938,0.0001249595,0.0008010622,0.00005784733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031382742,0.0008380872,0.99326706,0.0000034663565,0.00040890623,0.00024483923,0.001716681,0.000050583574,0.00003172839,0.00012740001,0.002908509,0.000088927794],"study_design_scores_gemma":[0.007280365,0.0016295331,0.9895929,0.00003952009,0.00014982857,0.00001311328,0.00079625775,0.000055036693,0.000006317081,0.00016036122,0.0001393537,0.00013742375],"about_ca_topic_score_codex":0.00045425256,"about_ca_topic_score_gemma":0.0003115274,"teacher_disagreement_score":0.006966538,"about_ca_system_score_codex":0.0006838574,"about_ca_system_score_gemma":0.0006077595,"threshold_uncertainty_score":0.64611995},"labels":[],"label_agreement":null},{"id":"W18755427","doi":"10.1016/j.jamda.2008.06.001","title":"BiblioMondo acquired by ISACSOFT: Canadian companies merge to form larger, diversified organization","year":2004,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Merge (version control); Business; Computer science; Information retrieval","score_opus":0.01305676267506914,"score_gpt":0.3390816530657597,"score_spread":0.32602489039069055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18755427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9396372,0.00004337014,0.0009998921,0.055483077,0.002061753,0.00037636884,0.000040511804,0.000038791277,0.0013190784],"genre_scores_gemma":[0.9868936,0.00018538773,0.00016428158,0.010988291,0.00031596288,0.000005639105,0.000018351588,0.000022879585,0.0014055882],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971038,0.0003755802,0.00060069957,0.00012566749,0.0013144534,0.00047978075],"domain_scores_gemma":[0.99717027,0.00028344386,0.0013389873,0.00014387698,0.0004943095,0.0005690926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649122,0.00013074602,0.00036777937,0.0005375844,0.0006165724,0.00002910746,0.00047879628,0.00010024449,0.0005461161],"category_scores_gemma":[0.0032805083,0.000092467366,0.00010142079,0.0029432527,0.000041133644,0.00021887603,0.000121858604,0.00034495778,0.00008330954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029563844,0.00010941896,0.45266736,0.000015466952,0.0002761635,0.0000061545747,0.0019743098,0.000028973116,0.0007634225,0.00027023946,0.54203725,0.0018216661],"study_design_scores_gemma":[0.0018710712,0.00018685803,0.8714358,0.0002556083,0.00019652037,0.0000014337699,0.002601424,0.000028427303,0.0004169835,0.000361032,0.1224021,0.00024272189],"about_ca_topic_score_codex":0.03806452,"about_ca_topic_score_gemma":0.019801646,"teacher_disagreement_score":0.41963515,"about_ca_system_score_codex":0.0030018399,"about_ca_system_score_gemma":0.00096813525,"threshold_uncertainty_score":0.9980844},"labels":[],"label_agreement":null},{"id":"W1882367679","doi":"10.12968/ijtr.2014.21.1.26","title":"Further validation of the Danish version of the McGill Ingestive Skills Assessment (MISA-DK): Rasch analysis","year":2014,"lang":"en","type":"article","venue":"International Journal of Therapy and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rasch model; Differential item functioning; Psychology; Scale (ratio); Danish; Construct (python library); Construct validity; Reliability (semiconductor); Polytomous Rasch model; Psychometrics; Item response theory; Clinical psychology; Computer science; Developmental psychology; Linguistics; Geography; Cartography","score_opus":0.01381091244969538,"score_gpt":0.3779472839356417,"score_spread":0.3641363714859463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882367679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871409,0.000029884259,0.0014265346,0.008672052,0.0013519867,0.00033691697,0.000020450629,0.0000033839353,0.0010178757],"genre_scores_gemma":[0.9979767,0.000113851194,0.0012451676,0.00027160926,0.00008959363,0.0000070444157,0.000003996603,0.000006186511,0.0002858535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776304,0.0008080662,0.00062837556,0.00009769537,0.0006226768,0.00008012645],"domain_scores_gemma":[0.9966707,0.0010707902,0.0012277999,0.00016455617,0.0008418863,0.000024230476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017060143,0.0000808357,0.00020068439,0.00017751634,0.00015459435,0.0000063576085,0.00031765422,0.00005994539,0.00010754384],"category_scores_gemma":[0.00031747718,0.000043840606,0.00022577819,0.00024868172,0.000097052056,0.00018889864,0.00008856209,0.00020168751,7.681744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054510875,0.0007417016,0.918123,0.000109597495,0.0032179593,2.8112558e-7,0.010851445,0.0051497384,0.011835202,0.013994907,0.0023494419,0.03308164],"study_design_scores_gemma":[0.0015848033,0.0002703553,0.97995806,0.00023219605,0.00022857432,4.6268374e-7,0.0021605908,0.00053758913,0.0012461033,0.0042208973,0.009502221,0.000058147427],"about_ca_topic_score_codex":0.00005038513,"about_ca_topic_score_gemma":0.000016498308,"teacher_disagreement_score":0.06183508,"about_ca_system_score_codex":0.00012782153,"about_ca_system_score_gemma":0.00006351002,"threshold_uncertainty_score":0.17877682},"labels":[],"label_agreement":null},{"id":"W1887774061","doi":"10.1111/j.1440-1746.2011.06904.x","title":"Gastrointestinal: Endoscopic septoplasty for Zenker's diverticulum in a nonagenarian","year":2011,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Zenker's diverticulum; Surgery; Choking; Myotomy; Diverticulum (mollusc); Dysphagia; Sedation; Anesthesia; Esophagus; Achalasia","score_opus":0.052190899290002556,"score_gpt":0.34764116419572,"score_spread":0.29545026490571746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1887774061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831797,0.000042590513,0.012875607,0.0016530572,0.0008055373,0.00039414925,0.000003364547,0.0000110703,0.0010349283],"genre_scores_gemma":[0.98711205,0.000050608458,0.010829566,0.0016756009,0.00008721339,0.000041895775,0.0000022120182,0.000011898413,0.00018894624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814653,0.00036526594,0.00071161083,0.00016345341,0.000070146976,0.00054301636],"domain_scores_gemma":[0.99900424,0.00018063399,0.00047259734,0.00010262566,0.00012242049,0.000117475676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068344694,0.0001367858,0.0004799586,0.00026161803,0.00014711091,0.0000027278206,0.00016189613,0.00007966308,0.0002670827],"category_scores_gemma":[0.00009464489,0.000112842274,0.00007614596,0.00004846751,0.00011350366,0.0001232966,0.0001251324,0.00046500357,0.000008925432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016998012,0.00015690867,0.99204224,0.00007943471,0.00007861106,0.0001810914,0.0007285637,6.4697144e-7,0.00006226909,0.0022341982,0.0026091859,0.00012705203],"study_design_scores_gemma":[0.006414506,0.004633088,0.98062414,0.00014059155,0.00012172117,0.0004147204,0.0013057691,0.00021787868,0.000009201082,0.0026164164,0.0034316115,0.00007036853],"about_ca_topic_score_codex":0.000044075514,"about_ca_topic_score_gemma":0.0010050327,"teacher_disagreement_score":0.01141811,"about_ca_system_score_codex":0.00005364272,"about_ca_system_score_gemma":0.000073215604,"threshold_uncertainty_score":0.46015745},"labels":[],"label_agreement":null},{"id":"W1899825848","doi":"10.1111/j.1460-6984.2012.00177.x","title":"The working practices and clinical experiences of paediatric speech and language therapists: a national UK survey","year":2012,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychology; Speech Therapist; Speech-Language Pathology; Service (business); Medical education; Computer-assisted web interviewing; Medicine; Nursing; Speech therapy; Physical therapy","score_opus":0.08536581679435898,"score_gpt":0.5038253921916966,"score_spread":0.4184595753973377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899825848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97168565,0.021350382,0.0001295193,0.0022809834,0.00066873874,0.000177223,0.000004065182,0.000007004468,0.0036964575],"genre_scores_gemma":[0.984042,0.014232177,0.0010196086,0.00028701144,0.00019825577,0.000013400322,0.000012403375,0.000007442816,0.00018768347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975743,0.0010590721,0.00066911854,0.000070367474,0.0004893141,0.00013780105],"domain_scores_gemma":[0.99374914,0.003971821,0.0017152191,0.0001665628,0.00033939083,0.000057869558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005423776,0.000077892255,0.00014047218,0.00011230628,0.00022700665,0.000038338607,0.00052497705,0.000053181237,0.00010846739],"category_scores_gemma":[0.0018850472,0.000053612057,0.000048848236,0.00010818437,0.00015747017,0.00031428877,0.00025061372,0.00035218173,0.000002412238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014510601,0.0001561124,0.88344353,0.000012729045,0.00029923944,9.312635e-7,0.06525852,9.058776e-7,0.000020360594,0.0016397581,0.0013092806,0.047713544],"study_design_scores_gemma":[0.0012178792,0.00006080026,0.678696,0.000096893076,0.000042079817,0.0000070555247,0.30899143,0.00009516315,0.000007157024,0.0003588154,0.010323892,0.00010284606],"about_ca_topic_score_codex":0.00035443052,"about_ca_topic_score_gemma":0.0009076088,"teacher_disagreement_score":0.24373293,"about_ca_system_score_codex":0.000046309142,"about_ca_system_score_gemma":0.0000932665,"threshold_uncertainty_score":0.22567138},"labels":[],"label_agreement":null},{"id":"W1903816549","doi":"10.1002/mds.23541","title":"Carbamazepine responsive dysphagia—A variant of paroxysmal kinesigenic dyskinesia?","year":2011,"lang":"en","type":"letter","venue":"Movement Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Paroxysmal dyskinesia; Dysphagia; Dyskinesia; Carbamazepine; Content (measure theory); Psychology; Medicine; Neuroscience; Epilepsy; Internal medicine; Surgery","score_opus":0.032156319158866895,"score_gpt":0.33380631222209295,"score_spread":0.30164999306322604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1903816549","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001819562,0.0010621009,0.0035491236,0.82686174,0.007368246,0.008619026,0.00041427815,0.00043093754,0.149875],"genre_scores_gemma":[0.004224683,0.00087261613,0.0007497049,0.8911681,0.0017370556,0.0017361904,0.0012721429,0.00028685248,0.09795265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933045,0.0010337264,0.0018473625,0.0010770716,0.0011018005,0.0016355664],"domain_scores_gemma":[0.99594593,0.00048215082,0.0015506076,0.0015408664,0.0003341213,0.00014630519],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009874931,0.0009273176,0.001292432,0.00068772427,0.00043176787,0.000017579347,0.0010542602,0.0012254056,0.007583322],"category_scores_gemma":[0.00013076486,0.0008550546,0.00042517768,0.00054400443,0.00018646786,0.0001796164,0.00070986827,0.0025565983,0.00051854627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018463767,0.00020390254,0.0029126597,0.0015395463,0.0009700471,0.00017955502,0.0009818405,0.000006025177,0.000055897035,0.003318447,0.9889954,0.00065209233],"study_design_scores_gemma":[0.002568955,0.00040731585,0.008611905,0.0004169635,0.0007447907,1.5573849e-7,0.0010010698,0.000041409126,0.000033148226,0.021097414,0.9641147,0.00096214697],"about_ca_topic_score_codex":0.002321807,"about_ca_topic_score_gemma":0.000552148,"teacher_disagreement_score":0.064306386,"about_ca_system_score_codex":0.00041794832,"about_ca_system_score_gemma":0.00061153783,"threshold_uncertainty_score":0.99974453},"labels":[],"label_agreement":null},{"id":"W193581554","doi":"","title":"Incidence and impact of dysphagia in patients receiving prolonged endotracheal intubation after cardiac surgery.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Dysphagia; Intubation; Perioperative; Anesthesia; Endotracheal intubation; Swallowing; Incidence (geometry); Stroke (engine); Sepsis; Surgery","score_opus":0.02377868230108991,"score_gpt":0.3316848439784898,"score_spread":0.30790616167739987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W193581554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508554,0.00009074077,0.000012476226,0.00020953058,0.00027649626,0.0021077478,0.000009831652,0.000028855,0.0021787698],"genre_scores_gemma":[0.99817127,0.00006789213,0.00004661487,0.000111553665,0.00004415698,0.001342435,0.000023436492,0.000009238477,0.00018340288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982775,0.00034560976,0.00047601023,0.00020891939,0.00022045578,0.00047153878],"domain_scores_gemma":[0.99917203,0.00025302038,0.00022396304,0.0001664036,0.000083384,0.00010120551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013965748,0.00012031427,0.0003057981,0.00020804492,0.00006503354,0.000009089715,0.00006461571,0.00009034272,0.000037093796],"category_scores_gemma":[0.00030237643,0.00010457689,0.00006063086,0.00024270805,0.000020194157,0.00032174896,0.000057530488,0.00022789452,0.0000045634047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013543433,0.00006631488,0.80794555,0.000047961206,0.000023117569,9.665415e-7,0.0005322141,0.0000010354211,0.000003186737,0.00001665939,0.0008186631,0.19040889],"study_design_scores_gemma":[0.00042180135,0.00006782835,0.99906844,0.000044246535,0.000020451895,2.6299242e-8,0.000049969633,0.000018339662,0.000009692261,0.00014456145,0.00006362644,0.00009102849],"about_ca_topic_score_codex":0.00016869254,"about_ca_topic_score_gemma":0.00006614954,"teacher_disagreement_score":0.19112286,"about_ca_system_score_codex":0.00025023508,"about_ca_system_score_gemma":0.000064489715,"threshold_uncertainty_score":0.42645216},"labels":[],"label_agreement":null},{"id":"W1939081607","doi":"10.1002/mus.24785","title":"Ultrasonography detects early laryngeal muscle atrophy in an equine neurectomy model","year":2015,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Atrophy; Neurectomy; Medicine; Anatomy; Muscle atrophy; Ultrasound; Ultrasonography; Pathology; Surgery; Radiology","score_opus":0.08874696370246127,"score_gpt":0.38329539983120403,"score_spread":0.29454843612874276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939081607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810597,0.00011442722,0.0010861487,0.00055957114,0.0007353171,0.0010475484,0.00001711475,0.000285744,0.015094455],"genre_scores_gemma":[0.9949513,0.000016422573,0.0021848418,0.0009912568,0.00028540593,0.00030987384,0.000048582886,0.000066176544,0.0011461168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705845,0.00047576535,0.0005421496,0.00053612224,0.00043853367,0.00094896037],"domain_scores_gemma":[0.99849576,0.00009887319,0.00017752324,0.00062334933,0.00015220944,0.0004523139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085795514,0.00028647826,0.00036459597,0.00035265298,0.00025404984,0.00004596064,0.00042003577,0.00019855554,0.000099183504],"category_scores_gemma":[0.000047258007,0.00027432165,0.000115511,0.000642789,0.000042740037,0.0006817351,0.00023420912,0.0006752783,0.00018579373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009929474,0.0031202987,0.7428757,0.0009105442,0.0002712039,0.000626906,0.045733295,0.011961029,0.026540997,0.015642792,0.065375105,0.085949175],"study_design_scores_gemma":[0.0106433,0.0020939505,0.87769014,0.00021861693,0.00013908994,8.6981225e-7,0.005094187,0.06391928,0.0001180117,0.0057297926,0.033164877,0.0011879076],"about_ca_topic_score_codex":0.0010698623,"about_ca_topic_score_gemma":0.0014609478,"teacher_disagreement_score":0.1348144,"about_ca_system_score_codex":0.00016589212,"about_ca_system_score_gemma":0.00022383434,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W1957507316","doi":"10.1111/j.1749-4486.2010.02219.x","title":"The relationship between hyoid and laryngeal displacement and swallowing impairment","year":2010,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Medicine; Hyoid bone; Swallowing; Dysphagia; Pyriform Sinus; Larynx; Thyroid cartilage; Anatomy; Orthodontics; Surgery","score_opus":0.08952160907791291,"score_gpt":0.4749085330641275,"score_spread":0.3853869239862146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957507316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834443,0.00013323479,0.00017775585,0.009259146,0.0016479864,0.0010385868,0.000004677225,0.00006555836,0.0042287814],"genre_scores_gemma":[0.9943975,0.0001517131,0.0005992122,0.0013725348,0.00051567616,0.00016646691,0.000020332254,0.000018281584,0.0027582531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973506,0.00075333414,0.0008618761,0.00038186007,0.00014917307,0.0005031647],"domain_scores_gemma":[0.9891328,0.009982936,0.0002202218,0.00037965592,0.00003997861,0.00024436144],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034077568,0.00015650192,0.00032552914,0.000046134668,0.0013402023,0.000025744499,0.00019291005,0.00032197166,0.00008705632],"category_scores_gemma":[0.0011866823,0.00010637662,0.00006462594,0.000076941076,0.00035160984,0.00010967629,0.00056001585,0.001556699,0.00010479285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042179265,0.000040494273,0.9520367,0.000037657446,0.00006164037,0.000005086067,0.00014560366,3.195707e-8,0.000008999327,0.04154699,0.003978935,0.0020956965],"study_design_scores_gemma":[0.0011814097,0.00022005079,0.87418455,0.000018252824,0.00007660347,0.0000011373693,0.00022489496,0.00004813515,4.5501275e-7,0.0042222333,0.11972078,0.000101498095],"about_ca_topic_score_codex":0.000034701407,"about_ca_topic_score_gemma":0.00035532427,"teacher_disagreement_score":0.11574185,"about_ca_system_score_codex":0.000023431065,"about_ca_system_score_gemma":0.000085455715,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W1966047720","doi":"10.1016/j.jfoodeng.2005.01.006","title":"Rheological characterization of thickened beverages used in the treatment of dysphagia","year":2005,"lang":"en","type":"article","venue":"Journal of Food Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Ste. Anne's Hospital; Air Canada","funders":"","keywords":"Rheology; Shear thinning; Dysphagia; Apparent viscosity; Viscosity; Viscometer; Chemistry; Consistency (knowledge bases); Mathematics; Food science; Materials science; Medicine; Surgery; Composite material","score_opus":0.03792480875232825,"score_gpt":0.34139219629857853,"score_spread":0.3034673875462503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966047720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99445885,0.00014845969,0.0039830036,0.0007172818,0.00023895256,0.00024392008,0.0000026226544,0.0000068696318,0.00020006433],"genre_scores_gemma":[0.99835825,0.00035081548,0.0010149446,0.000045074652,0.00014350406,0.0000103343455,0.0000027616732,0.0000070042124,0.000067310306],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989059,0.000088410234,0.0006081797,0.000050197665,0.00019941715,0.00014791157],"domain_scores_gemma":[0.99928164,0.00017208947,0.00035994986,0.000098627475,0.00006043055,0.000027234895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046734756,0.000084078136,0.0002599507,0.00014204932,0.000027927159,0.0000028731004,0.00012657886,0.000061878025,0.000056170004],"category_scores_gemma":[0.000029279743,0.000051835144,0.00006794652,0.0001407382,0.0000088506495,0.00012611298,0.000012980241,0.00015946117,0.0000015052638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007151464,0.004932023,0.20570037,0.001437481,0.0020451802,0.00008162393,0.06680691,0.04732155,0.5952356,0.033690125,0.0004970943,0.041536935],"study_design_scores_gemma":[0.0047533023,0.0035756887,0.9531665,0.0004430375,0.00018139715,0.000007323498,0.0013727309,0.005083959,0.016454628,0.00009271039,0.014675875,0.00019285393],"about_ca_topic_score_codex":0.0000025852987,"about_ca_topic_score_gemma":0.0000065539025,"teacher_disagreement_score":0.74746615,"about_ca_system_score_codex":0.00008823516,"about_ca_system_score_gemma":0.00003648841,"threshold_uncertainty_score":0.21137759},"labels":[],"label_agreement":null},{"id":"W1966308780","doi":"10.1007/s00455-008-9193-9","title":"Neuroplasticity and Swallowing","year":2009,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Neuroplasticity; Medicine; Psychological intervention; Rehabilitation; Neuroscience; Physical medicine and rehabilitation; Psychology; Physical therapy; Surgery","score_opus":0.09871085452515889,"score_gpt":0.4710201901153617,"score_spread":0.37230933559020285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966308780","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004698505,0.94794875,0.00022396393,0.000057962334,0.0016491663,0.0017350583,0.000015527568,0.00022409698,0.048140798],"genre_scores_gemma":[0.00000855165,0.9820236,0.00038090898,0.0006781759,0.00038521393,0.00018570358,0.00007390532,0.00007269178,0.016191246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969417,0.0005945987,0.0008759559,0.0005965164,0.00028087085,0.00071036303],"domain_scores_gemma":[0.9982633,0.0006297262,0.0003992066,0.0004467337,0.0000455128,0.0002155229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053981284,0.000509225,0.0015515258,0.00021450403,0.0005423988,0.000034832105,0.00030452365,0.00040729687,0.0005792007],"category_scores_gemma":[0.00012295961,0.00040722438,0.0002024797,0.00027839982,0.00003998186,0.00013038357,0.00035950652,0.0012616364,0.0014362122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025317395,0.0000292453,0.000041461193,0.013963882,0.00017723299,0.000077128505,0.00007199787,8.564664e-8,4.573688e-8,0.0037996722,0.021079447,0.96075726],"study_design_scores_gemma":[0.00025832382,0.000045937442,0.00016955256,0.0064820354,0.0011381445,0.000004053606,0.000030546304,0.000009115868,1.0052207e-8,0.00010703853,0.99141616,0.00033910703],"about_ca_topic_score_codex":0.00001759173,"about_ca_topic_score_gemma":0.000009465156,"teacher_disagreement_score":0.9703367,"about_ca_system_score_codex":0.00014428924,"about_ca_system_score_gemma":0.0002811539,"threshold_uncertainty_score":0.99983793},"labels":[],"label_agreement":null},{"id":"W1966465894","doi":"10.1109/embc.2012.6346496","title":"Silent aspiration detection by breath and swallowing sound analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Pulmonary aspiration; Medicine; Audiology; Speech recognition; Computer science; Radiology; Surgery","score_opus":0.037070286831660706,"score_gpt":0.396411826614559,"score_spread":0.3593415397828983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966465894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7948545,0.00018434665,0.13534646,0.00026686577,0.00037626104,0.00045971168,0.0000023089171,0.00012664103,0.06838289],"genre_scores_gemma":[0.989715,0.000016180824,0.00028973093,0.0006060286,0.00009655692,0.00006641906,0.000032162814,0.0000074013,0.009170538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913096,0.00011669416,0.0002023416,0.00012879621,0.00013893623,0.00028226123],"domain_scores_gemma":[0.99962246,0.000068509995,0.00007182727,0.00011829542,0.00002708579,0.00009184339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051757734,0.00007993519,0.00012153401,0.000117716314,0.00039371615,0.000015278127,0.000031345655,0.00006884463,0.000841949],"category_scores_gemma":[0.000011407011,0.000066097564,0.000035271874,0.00022834168,0.000008064524,0.00032902553,0.000056209803,0.00011816707,0.00012215963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016851183,0.00013197385,0.96128947,0.00007409046,0.000869501,3.4241236e-7,0.0018509631,0.0000126390605,0.0031517553,0.0060718977,0.00638262,0.02014788],"study_design_scores_gemma":[0.0015314632,0.0001729639,0.83583087,0.000017422084,0.0027751825,3.4321192e-7,0.009266023,0.00550181,0.00063353596,0.000588305,0.14318034,0.0005017293],"about_ca_topic_score_codex":0.00038195273,"about_ca_topic_score_gemma":0.00039464023,"teacher_disagreement_score":0.19486047,"about_ca_system_score_codex":0.00009043831,"about_ca_system_score_gemma":0.0000067841943,"threshold_uncertainty_score":0.9218751},"labels":[],"label_agreement":null},{"id":"W1968045260","doi":"10.1046/j.1365-2982.2003.00421.x","title":"Release of nitric oxide in the central nervous system mediates tonic and phasic contraction of the cat lower oesophageal sphincter","year":2003,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Nitric oxide; Sphincter; Contraction (grammar); Peristalsis; Nitric oxide synthase; Endocrinology; Dorsal motor nucleus; Internal medicine; Chemistry; Stimulation; Anesthesia; Medicine; Anatomy; Vagus nerve","score_opus":0.015123863802516208,"score_gpt":0.2999745040315247,"score_spread":0.2848506402290085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968045260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671435,0.000056991943,0.00006391484,0.00082859176,0.00078193477,0.001082263,0.000015945896,0.000019875999,0.00043611976],"genre_scores_gemma":[0.99889284,0.000025870011,0.000028902676,0.0009056414,0.000028595685,0.000058150574,0.0000040210175,0.000010691785,0.00004530006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961793,0.0021652456,0.0006383969,0.0002826574,0.00022957266,0.0005048581],"domain_scores_gemma":[0.9986563,0.0003444223,0.00040586042,0.00046648268,0.00006548587,0.00006148304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009183735,0.00016261515,0.00033708438,0.000071146234,0.0001520097,0.000004507503,0.0002569855,0.00009732981,0.00004089722],"category_scores_gemma":[0.00015507008,0.00010121811,0.00009053615,0.00016045153,0.00018264673,0.0000991534,0.000097813245,0.0004443318,0.0000032895084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082512495,0.0002882397,0.99733186,0.00017206428,0.0000342768,0.000016500713,0.0003004116,0.000017132501,0.00085264584,0.00037735025,0.0004338989,0.000093098955],"study_design_scores_gemma":[0.0015337723,0.00015079613,0.99688286,0.000026217456,0.00009127299,0.000008203704,0.0007688872,0.00014166987,0.000099718556,0.00005027383,0.00023087025,0.000015432395],"about_ca_topic_score_codex":0.00024232497,"about_ca_topic_score_gemma":0.00045213025,"teacher_disagreement_score":0.0024769963,"about_ca_system_score_codex":0.000090940615,"about_ca_system_score_gemma":0.00006218037,"threshold_uncertainty_score":0.41275546},"labels":[],"label_agreement":null},{"id":"W1968150725","doi":"10.1016/j.chaos.2007.01.071","title":"Swallowing sound detection using hidden markov modeling of recurrence plot features","year":2007,"lang":"en","type":"article","venue":"Chaos Solitons & Fractals","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Hidden Markov model; Computer science; Sound (geography); Spectrogram; Speech recognition; Viterbi algorithm; SIGNAL (programming language); Pattern recognition (psychology); Audio signal; Recurrence plot; Artificial intelligence; Acoustics; Medicine; Speech coding; Nonlinear system","score_opus":0.08065918999847904,"score_gpt":0.42841693854461366,"score_spread":0.3477577485461346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968150725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9030782,0.00036690765,0.07948245,0.000112979695,0.0019037403,0.0008601465,0.000007867273,0.00013878253,0.0140489405],"genre_scores_gemma":[0.9939849,0.000048856524,0.0043622446,0.00021278636,0.00053003186,0.000035562123,0.000013766513,0.000044764336,0.0007671203],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974665,0.00017941883,0.0007758475,0.00037218005,0.00042309763,0.00078293885],"domain_scores_gemma":[0.9984744,0.00038190285,0.00038329398,0.000409713,0.00019796821,0.00015271764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016925975,0.00023589164,0.00037453548,0.00029599442,0.0006939191,0.000021588303,0.0002467546,0.00024651506,0.0001466],"category_scores_gemma":[0.00020134998,0.00023088396,0.00012877052,0.00033344942,0.000049067436,0.00038236543,0.00022275405,0.00055181276,0.000034191165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025114154,0.002373737,0.24476592,0.007304412,0.0027860603,0.0002646589,0.06658389,0.0070518996,0.32854363,0.015718628,0.0063310205,0.31576473],"study_design_scores_gemma":[0.01428927,0.0013752001,0.16983667,0.010442275,0.0028872585,0.00005884413,0.18057162,0.48433802,0.051687595,0.05492151,0.022547117,0.007044629],"about_ca_topic_score_codex":0.0005626241,"about_ca_topic_score_gemma":0.00039898514,"teacher_disagreement_score":0.47728613,"about_ca_system_score_codex":0.00031192682,"about_ca_system_score_gemma":0.00013670271,"threshold_uncertainty_score":0.9415175},"labels":[],"label_agreement":null},{"id":"W1968213357","doi":"10.12968/ijpn.2007.13.5.23498","title":"Management of dysphagia in advanced oropharyngeal cancer","year":2007,"lang":"en","type":"review","venue":"International Journal of Palliative Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Dysphagia; Medicine; Psychological intervention; Oropharyngeal dysphagia; Quality of life (healthcare); Intensive care medicine; Population; Cancer; MEDLINE; Physical therapy; Nursing; Surgery; Internal medicine","score_opus":0.15157216840444232,"score_gpt":0.5802979003666531,"score_spread":0.42872573196221075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968213357","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001143734,0.97131103,0.0022801647,0.00019894958,0.007587932,0.0009390187,0.00003869154,0.000007893631,0.017521968],"genre_scores_gemma":[0.00056913734,0.9938494,0.0034276943,0.00006755044,0.0005042134,0.000047967555,0.000024244471,0.000044420947,0.0014654001],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957351,0.00031907778,0.0023131336,0.00024139913,0.0010015765,0.00038972573],"domain_scores_gemma":[0.9952259,0.00039770253,0.0034298187,0.00014828,0.0007036285,0.00009469258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001046731,0.00032418882,0.0014245156,0.0009537883,0.000060727034,0.000011284464,0.0008028563,0.0001992887,0.0005035135],"category_scores_gemma":[0.000033678483,0.00026748606,0.00036511893,0.00038587002,0.00006836845,0.00023034724,0.00012577213,0.0010514759,0.00002214953],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001401646,0.00024247036,0.00069412973,0.004800243,0.0016272899,0.00037293017,0.00081668806,0.000024423924,0.0000010219948,0.004151888,0.0007796585,0.9863491],"study_design_scores_gemma":[0.0022838195,0.000112295544,0.0053053354,0.2265147,0.0009881768,0.0000030593978,0.0025012116,0.000014175607,0.000002938924,0.0006410901,0.76133126,0.0003019225],"about_ca_topic_score_codex":0.0000239418,"about_ca_topic_score_gemma":0.000020329968,"teacher_disagreement_score":0.98604715,"about_ca_system_score_codex":0.0025917129,"about_ca_system_score_gemma":0.0004587072,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W1968854782","doi":"10.1055/s-0028-1103388","title":"Controversies Surrounding Nonspeech Oral Motor Exercises for Childhood Speech Disorders","year":2008,"lang":"en","type":"article","venue":"Seminars in Speech and Language","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Speech sound; Audiology; Psychology; Speech therapy; Medicine","score_opus":0.018375869534400308,"score_gpt":0.346662008866415,"score_spread":0.3282861393320147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968854782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97397095,0.0019120212,0.00026708425,0.0007647438,0.0006585496,0.00224905,0.00007085302,0.00013116717,0.019975597],"genre_scores_gemma":[0.9542424,0.0030321216,0.012636854,0.0012225962,0.0002559657,0.0003061809,0.000111965914,0.000057863712,0.028134018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815977,0.000113387236,0.0003839351,0.0003852433,0.00024047095,0.0007172093],"domain_scores_gemma":[0.9984618,0.0009748185,0.00013500251,0.00026643954,0.000037635375,0.00012432034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006392696,0.00024200162,0.000411345,0.00022624871,0.00056587445,0.00001801354,0.00019306592,0.00015832557,0.0003081507],"category_scores_gemma":[0.0003913565,0.00022309103,0.00008437618,0.00021280034,0.0001038619,0.00023307835,0.00015309281,0.00033446294,0.00003319879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008615379,0.00089221314,0.60688674,0.000927774,0.00022436767,0.00054857257,0.04605116,0.0000034824689,0.0021198334,0.0031778736,0.1535533,0.18475315],"study_design_scores_gemma":[0.027622808,0.0015976401,0.35282764,0.002061523,0.00043467875,0.000077611236,0.26195645,0.0005145984,0.002457517,0.0041187373,0.34373373,0.0025970556],"about_ca_topic_score_codex":0.00065013743,"about_ca_topic_score_gemma":0.0013350971,"teacher_disagreement_score":0.25405908,"about_ca_system_score_codex":0.00012702275,"about_ca_system_score_gemma":0.00008849838,"threshold_uncertainty_score":0.90973884},"labels":[],"label_agreement":null},{"id":"W1969384593","doi":"10.1186/1475-925x-10-100","title":"Automatic discrimination between safe and unsafe swallowing using a reputation-based classifier","year":2011,"lang":"en","type":"article","venue":"BioMedical Engineering OnLine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Swallowing; Dysphagia; Accelerometer; Support vector machine; Classifier (UML); Medicine; Physical medicine and rehabilitation; Computer science; Artificial intelligence; Surgery","score_opus":0.1110534312123591,"score_gpt":0.3928455458305966,"score_spread":0.2817921146182375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969384593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6540061,0.000049810238,0.34275877,0.0008927411,0.0007763551,0.0005595106,0.000027612316,0.0003575331,0.0005715201],"genre_scores_gemma":[0.8996315,0.0000045251604,0.0994133,0.00021133905,0.0003212787,0.000030894083,0.00021110172,0.000032674947,0.0001433698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986226,0.000062296574,0.00047541579,0.00021998041,0.0002838219,0.00033589822],"domain_scores_gemma":[0.99927026,0.00023292616,0.000106071006,0.00015617971,0.000042109106,0.0001924754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045094776,0.00015062442,0.00022068736,0.00023747688,0.00016247477,0.000008112704,0.00009784976,0.00014294266,0.00026229542],"category_scores_gemma":[0.00021039657,0.00013303243,0.000036565347,0.00024695843,0.000042601285,0.000120234836,0.00007607232,0.0002656832,0.00001363859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019138367,0.0035822846,0.25331774,0.01990562,0.0023413515,0.00040812127,0.025731744,0.0015517913,0.020167524,0.030245798,0.005517637,0.637039],"study_design_scores_gemma":[0.0011576156,0.000081439255,0.246508,0.00060159,0.00016727642,4.6842493e-7,0.00050072,0.74416965,0.000025520658,0.00014894732,0.0063979845,0.0002408127],"about_ca_topic_score_codex":0.00006554285,"about_ca_topic_score_gemma":0.0000048701027,"teacher_disagreement_score":0.74261785,"about_ca_system_score_codex":0.00013468447,"about_ca_system_score_gemma":0.00011749929,"threshold_uncertainty_score":0.54249054},"labels":[],"label_agreement":null},{"id":"W1971091380","doi":"10.1044/1058-0360(2010/09-0040)","title":"Tongue Pressure and Submental Surface Electromyography Measures During Noneffortful and Effortful Saliva Swallows in Healthy Women","year":2010,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Swallowing; Electromyography; Tongue; Dysphagia; Medicine; Isometric exercise; Audiology; Physical medicine and rehabilitation; Physical therapy; Dentistry; Surgery","score_opus":0.006155371404711375,"score_gpt":0.31893826017089266,"score_spread":0.31278288876618127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971091380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962065,0.0013027753,0.000048860038,0.0007841157,0.0004118976,0.00052332936,0.000012282064,0.00002982992,0.00068038993],"genre_scores_gemma":[0.994926,0.000717752,0.0032216243,0.0006485326,0.00021273998,0.00002536224,0.000003844316,0.000036913767,0.00020723559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725384,0.00043180273,0.0008119128,0.0003337166,0.0003054256,0.00086331065],"domain_scores_gemma":[0.9983603,0.00017807764,0.0007926101,0.0002536931,0.00008986285,0.00032545457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017362116,0.00025865153,0.00073776924,0.00043235955,0.00022251134,0.000020434289,0.00023194545,0.00013176772,0.00015272427],"category_scores_gemma":[0.00007536668,0.00022522999,0.00006644243,0.00034364793,0.0003467045,0.00021606576,0.0001789736,0.0013842371,0.0000035072162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014385802,0.00028264886,0.82632303,0.00027672425,0.0003290111,0.0017916018,0.023133839,0.0000069796324,0.1006046,0.00029061115,0.00015178353,0.04537059],"study_design_scores_gemma":[0.005105514,0.0027441415,0.9412592,0.00011944977,0.00015454701,0.0009123866,0.04434428,0.000024302912,0.00087766413,0.00018942657,0.0037894591,0.00047961978],"about_ca_topic_score_codex":0.00040454965,"about_ca_topic_score_gemma":0.00077295635,"teacher_disagreement_score":0.11493618,"about_ca_system_score_codex":0.000075034135,"about_ca_system_score_gemma":0.0001308512,"threshold_uncertainty_score":0.9184612},"labels":[],"label_agreement":null},{"id":"W1971595983","doi":"10.1164/rccm.200901-0016ed","title":"On the Plausibility of Upper Airway Remodeling as an Outcome of Orofacial Exercise","year":2009,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Airway; Outcome (game theory); Cardiology; Intensive care medicine; Anesthesia","score_opus":0.06369147443663548,"score_gpt":0.4414478393144209,"score_spread":0.3777563648777854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971595983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6097508,0.0020048548,0.00043552803,0.37907213,0.0013995661,0.0008888941,0.000047898026,0.00002035483,0.0063799843],"genre_scores_gemma":[0.6674942,0.000083158724,0.00012402835,0.33065477,0.0015108716,0.00000732547,0.0000067181345,0.000025547239,0.000093419294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953515,0.0011782366,0.0017009048,0.00028843287,0.001076754,0.00040420392],"domain_scores_gemma":[0.99540657,0.0018531636,0.0010283871,0.00050381286,0.000999344,0.00020869848],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021617683,0.00030179808,0.0013895561,0.00026707852,0.00022632013,0.0000051118973,0.00040807916,0.00026138342,0.00056403456],"category_scores_gemma":[0.0015462255,0.00017243979,0.00017670661,0.0002054743,0.0012068399,0.00010444619,0.000076134915,0.0027838938,0.0000033503109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047158673,0.0005872863,0.05458524,0.008003032,0.0005066889,0.001173096,0.023477275,0.000017021142,0.0003892634,0.017987402,0.6328354,0.25572243],"study_design_scores_gemma":[0.006712504,0.06326794,0.023116693,0.017477952,0.0038172547,0.000033559485,0.17970164,0.000035067333,0.00016720308,0.01268989,0.6915778,0.0014025184],"about_ca_topic_score_codex":0.000095913,"about_ca_topic_score_gemma":0.0000061796227,"teacher_disagreement_score":0.2543199,"about_ca_system_score_codex":0.00010199082,"about_ca_system_score_gemma":0.00030971481,"threshold_uncertainty_score":0.9995167},"labels":[],"label_agreement":null},{"id":"W1972123160","doi":"10.1590/s0100-39842014000200009","title":"Clinical and videofluoroscopic diagnosis of dysphagia in chronic encephalopathy of childhood","year":2014,"lang":"en","type":"article","venue":"Radiologia Brasileira","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Dysphagia; Swallowing; Medicine; Pediatrics; Clinical diagnosis; Physical therapy; Radiology","score_opus":0.03560842284754526,"score_gpt":0.3959681936083266,"score_spread":0.3603597707607813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972123160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932217,0.0011617617,0.00041301595,0.00010875825,0.000574091,0.0008570253,0.0000098825,0.000042169162,0.0036115812],"genre_scores_gemma":[0.99705267,0.0011015439,0.0010762772,0.00028173733,0.00017176295,0.0001705059,0.000010742378,0.00001726132,0.00011752304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968869,0.0009583511,0.0011805915,0.00038246808,0.00016701817,0.00042465515],"domain_scores_gemma":[0.99741256,0.0015567549,0.0004703854,0.00040799406,0.00005440036,0.00009789407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019916454,0.00018106989,0.00073597254,0.00016178755,0.000087081324,0.0000030051108,0.0002811111,0.00025755062,0.00029018233],"category_scores_gemma":[0.00063188997,0.000152737,0.000080236605,0.00023703292,0.00028594755,0.000111671136,0.00022097211,0.00046202083,0.000025281166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001827338,0.00013948948,0.97987425,0.0002850533,0.00004787018,0.0000019093725,0.00037253156,0.000009044789,0.00018317939,0.0054161837,0.00104395,0.012608273],"study_design_scores_gemma":[0.0019553485,0.00062647054,0.9948761,0.00030887523,0.000042762622,3.8968327e-7,0.00022183798,0.0001562943,0.00013945566,0.00051735423,0.0010259954,0.00012910586],"about_ca_topic_score_codex":0.00012468423,"about_ca_topic_score_gemma":0.00010973337,"teacher_disagreement_score":0.015001869,"about_ca_system_score_codex":0.00008452163,"about_ca_system_score_gemma":0.0002004405,"threshold_uncertainty_score":0.6228434},"labels":[],"label_agreement":null},{"id":"W1974364411","doi":"10.1007/s00455-009-9207-2","title":"Effects of Oropharyngeal Air-Pulse Stimulation on Swallowing in Healthy Older Adults","year":2009,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Mouthpiece; Medicine; Stimulation; Saliva; Anesthesia; Audiology; Pulse (music); Sensory stimulation therapy; Internal medicine; Dentistry","score_opus":0.013039653370489521,"score_gpt":0.3616411039107082,"score_spread":0.3486014505402187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974364411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839875,0.000317019,0.00051736506,0.001372436,0.0011170337,0.0023717384,0.000003866554,0.00011982153,0.010193231],"genre_scores_gemma":[0.9940792,0.000049725983,0.00054753403,0.0043746666,0.0001237544,0.00009413226,0.00003751204,0.000023695045,0.00066981197],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766666,0.00033077056,0.0006667533,0.00037211474,0.00038150072,0.00058219023],"domain_scores_gemma":[0.99890476,0.00036275602,0.00023718076,0.0002919883,0.0000716544,0.00013165787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004769479,0.00021756992,0.00039896718,0.00027150166,0.00018364032,0.0000044857015,0.00017631557,0.00016670527,0.00021023606],"category_scores_gemma":[0.00009685668,0.00020279181,0.00006669378,0.00036484422,0.00001688821,0.00020402779,0.000053447024,0.00046841177,0.00018051334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020058578,0.011430247,0.29068968,0.013964863,0.00055842614,0.001017693,0.03477716,0.0033948512,0.009410079,0.06275145,0.068103954,0.48384303],"study_design_scores_gemma":[0.007887915,0.0009789326,0.9865379,0.0009900555,0.000041296596,1.593974e-7,0.00029108848,0.0014237938,0.00054457015,0.0002776157,0.0008122272,0.0002144844],"about_ca_topic_score_codex":0.00016185976,"about_ca_topic_score_gemma":0.000046982386,"teacher_disagreement_score":0.69584817,"about_ca_system_score_codex":0.00022983388,"about_ca_system_score_gemma":0.00010207247,"threshold_uncertainty_score":0.82696104},"labels":[],"label_agreement":null},{"id":"W1974433758","doi":"10.1016/j.jneb.2013.05.008","title":"The Development and Evaluation of an Internet-Based Intervention to Increase Awareness About Food Portion Sizes: A Randomized, Controlled Trial","year":2013,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); The Internet; Psychology; Environmental health; Medicine; Computer science; World Wide Web; Psychiatry; Internal medicine","score_opus":0.05161915117358415,"score_gpt":0.4443514133026835,"score_spread":0.3927322621290994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974433758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988729,0.0003771303,0.0008843857,0.00076595554,0.00135746,0.0077966847,0.0000013160623,0.0000070687956,0.00008097063],"genre_scores_gemma":[0.99049747,0.000040303396,0.0017774142,0.00012447342,0.0001920765,0.007102504,0.000029262794,0.000007732986,0.00022875653],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99665457,0.0013081483,0.0013643411,0.00011026393,0.00044575485,0.000116944786],"domain_scores_gemma":[0.99674433,0.00036294025,0.0012496628,0.000094065705,0.0014129882,0.00013599961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005508421,0.00010500746,0.00043348124,0.0002569685,0.00021840647,0.000057449786,0.00007792006,0.00006572701,0.0001775406],"category_scores_gemma":[0.00044033906,0.00006800422,0.00010677935,0.000090435795,0.000037855392,0.00031928174,0.000021395548,0.00013428686,0.0000030495337],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3719011,0.022502206,0.0038224463,0.0005528671,0.000360783,4.8536504e-7,0.0049937926,0.0000059852146,0.00052024703,0.0010526868,0.0033538272,0.59093356],"study_design_scores_gemma":[0.9260943,0.00095591426,0.054765474,0.00077142776,0.0011605934,0.0000026056498,0.013468032,0.00057917985,0.00025818456,0.00049553823,0.001327003,0.000121758574],"about_ca_topic_score_codex":0.0000922493,"about_ca_topic_score_gemma":0.00012659421,"teacher_disagreement_score":0.59081185,"about_ca_system_score_codex":0.00014849509,"about_ca_system_score_gemma":0.0005436242,"threshold_uncertainty_score":0.27731317},"labels":[],"label_agreement":null},{"id":"W1974608242","doi":"10.1016/j.jada.2006.04.014","title":"Provision of Small, Frequent Meals Does Not Improve Energy Intake of Elderly Residents with Dysphagia Who Live in an Extended-Care Facility","year":2006,"lang":"en","type":"article","venue":"Journal of the American Dietetic Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Dysphagia; Medicine; Meal; Malnutrition; Swallowing; Crossover study; Food intake; Physical therapy; Environmental health; Internal medicine; Surgery","score_opus":0.014797097194629984,"score_gpt":0.32732448222402255,"score_spread":0.3125273850293926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974608242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712944,0.00007904041,0.0005500339,0.0010785656,0.00028206944,0.0004756499,0.000046450416,0.000008254081,0.00035049935],"genre_scores_gemma":[0.99760365,0.00010322117,0.0010992402,0.0001582053,0.000081735416,0.00001945656,0.0000068379522,0.000013745492,0.00091389986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647146,0.00095726445,0.0012162296,0.00018420335,0.0008553966,0.00031542472],"domain_scores_gemma":[0.9928072,0.00033381465,0.005633436,0.000303646,0.0008619351,0.00005993564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012260755,0.00016413842,0.000614971,0.00015678513,0.00013017727,0.000013810635,0.0003574019,0.000083585845,0.000022269673],"category_scores_gemma":[0.00026193715,0.000097036136,0.00012729419,0.00028115753,0.00008444296,0.00024964634,0.00011190474,0.00039667104,0.000001220211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010054506,0.0006346296,0.950959,0.00034649385,0.0003208245,0.000006202776,0.0048487023,0.00033868258,0.013412218,0.00023705991,0.00075129187,0.027139444],"study_design_scores_gemma":[0.0013805021,0.0016525525,0.9810163,0.00042444692,0.00020145698,2.1197187e-7,0.010392218,0.00009711117,0.003879332,0.00073005346,0.00010247337,0.00012333582],"about_ca_topic_score_codex":0.005441136,"about_ca_topic_score_gemma":0.004512347,"teacher_disagreement_score":0.030057305,"about_ca_system_score_codex":0.0010142585,"about_ca_system_score_gemma":0.00031212365,"threshold_uncertainty_score":0.8225407},"labels":[],"label_agreement":null},{"id":"W1974670232","doi":"10.1007/s00455-015-9615-4","title":"A Case of Isolated Sudden Onset Dysphagia","year":2015,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Dysphagia; Hepatology; Otorhinolaryngology; Internal medicine; Swallowing; General surgery; Surgery","score_opus":0.08062787182571819,"score_gpt":0.4198814041786697,"score_spread":0.3392535323529515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974670232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86463654,0.0005148287,0.003596615,0.0010278255,0.003467146,0.002161136,0.00011200388,0.000469117,0.124014765],"genre_scores_gemma":[0.97648674,0.000022457742,0.0016902139,0.0009269189,0.00014444429,0.00015016826,0.000078188416,0.00005811627,0.020442748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688715,0.0005132222,0.0009505924,0.00042992897,0.00041507513,0.000804012],"domain_scores_gemma":[0.9975744,0.000293493,0.00046775228,0.000743531,0.00045902893,0.0004617881],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014251913,0.00030417406,0.0005275928,0.00023686854,0.00031463496,0.000015982969,0.000349182,0.00026107483,0.0021148208],"category_scores_gemma":[0.00025081652,0.0002757385,0.00009952835,0.0005790724,0.00010653646,0.0002930058,0.00036303612,0.00056581444,0.0017938841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008271212,0.0007376089,0.09893141,0.0007289855,0.0012069455,0.007990866,0.016782172,0.000060501963,0.00034696996,0.024908984,0.8411212,0.006357208],"study_design_scores_gemma":[0.04378743,0.004350346,0.04282032,0.0011312469,0.002978122,0.002820849,0.107235596,0.022067629,0.0013779658,0.017048901,0.7496565,0.004725088],"about_ca_topic_score_codex":0.001114313,"about_ca_topic_score_gemma":0.00033439722,"teacher_disagreement_score":0.11185018,"about_ca_system_score_codex":0.00019302877,"about_ca_system_score_gemma":0.0005012493,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W1974754982","doi":"10.1007/s11517-014-1151-0","title":"Noninvasive and automatic diagnosis of patients at high risk of swallowing aspiration","year":2014,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Aspiration pneumonia; Airway; Throat; Breathing; Pulmonary aspiration; Pneumonia; Intensive care medicine; Radiology; Surgery; Anesthesia; Internal medicine","score_opus":0.016925467553419046,"score_gpt":0.30327731338777913,"score_spread":0.2863518458343601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974754982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702393,0.000036562284,0.0286826,0.0000760556,0.00035465232,0.0002876085,0.0000029664411,0.00007338831,0.00024685715],"genre_scores_gemma":[0.9961937,0.000033217246,0.0035068807,0.000122689,0.00008285383,0.000020332056,0.000021139667,0.000008876507,0.000010291346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984234,0.0002240495,0.00058928604,0.00019946866,0.0002905738,0.0002732441],"domain_scores_gemma":[0.9975666,0.0018633362,0.00027067077,0.00011768605,0.000059334667,0.00012241356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010527392,0.00012613245,0.00035730677,0.00005970406,0.00013654672,0.0000025690313,0.00013162036,0.00017137468,0.00025736104],"category_scores_gemma":[0.0023126402,0.00009160689,0.000049414477,0.000113752365,0.00005077191,0.000028074615,0.00038547098,0.00027519956,0.000013144266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004464926,0.00007406362,0.96429133,0.00031724412,0.000052512136,0.000001093485,0.00022077707,0.0006912746,0.00004344317,0.0010810809,0.00008054433,0.03314218],"study_design_scores_gemma":[0.00078067917,0.00026696012,0.855259,0.00041078415,0.000034012668,1.09393234e-7,0.00003275268,0.14249314,0.000070916954,0.000059210564,0.0004920758,0.00010034625],"about_ca_topic_score_codex":0.000066980014,"about_ca_topic_score_gemma":0.0000033138315,"teacher_disagreement_score":0.14180188,"about_ca_system_score_codex":0.000049868475,"about_ca_system_score_gemma":0.000015875261,"threshold_uncertainty_score":0.37356204},"labels":[],"label_agreement":null},{"id":"W1975401314","doi":"10.1007/s00455-013-9485-6","title":"Effects of Barium Concentration on Oropharyngeal Swallow Timing Measures","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Barium; Medicine; Bolus (digestion); Transit time; Esophageal sphincter; Barium sulfate; Anesthesia; Internal medicine; Surgery; Reflux; Chemistry","score_opus":0.02884023085726967,"score_gpt":0.34688327224640503,"score_spread":0.31804304138913536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975401314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8612066,0.0003937375,0.004562185,0.0018595494,0.0040774713,0.005050324,0.000006164028,0.00030107202,0.122542925],"genre_scores_gemma":[0.9913937,0.000040821356,0.00051184406,0.0014573891,0.00017131111,0.00034866267,0.000022240494,0.000027313488,0.006026715],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998124,0.00029503452,0.00044541052,0.0002614421,0.00040415183,0.00046994758],"domain_scores_gemma":[0.99876153,0.0004374432,0.00023481922,0.00025820453,0.00017889585,0.000129074],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031243934,0.00018251743,0.00029228494,0.000067678084,0.00025745132,0.000015503749,0.00018867644,0.00012922462,0.0015040488],"category_scores_gemma":[0.0001274115,0.0001547077,0.00006027927,0.0001457102,0.0000420094,0.00024270886,0.00007941792,0.00031166372,0.0016690315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052263396,0.0016892451,0.09357838,0.005936633,0.0014883131,0.00010131534,0.009350194,0.00028073773,0.16638966,0.10933291,0.53652513,0.074804865],"study_design_scores_gemma":[0.010040392,0.0012893919,0.87507135,0.0011374621,0.00054678234,8.550041e-7,0.0015952418,0.0061941394,0.0402712,0.0029244295,0.05985375,0.0010749772],"about_ca_topic_score_codex":0.00019173506,"about_ca_topic_score_gemma":0.000012601021,"teacher_disagreement_score":0.781493,"about_ca_system_score_codex":0.00011429432,"about_ca_system_score_gemma":0.00009779369,"threshold_uncertainty_score":0.9994087},"labels":[],"label_agreement":null},{"id":"W1975541205","doi":"10.1002/bjs.6652","title":"Lower oesophageal sphincter dysfunction is part of the functional abnormality in epiphrenic diverticulum","year":2009,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fondation de France; Fondation du CHUM; Université de Montréal; Thoracic Surgery Foundation for Research and Education","keywords":"Medicine; Myotomy; Reflux; Spastic; Abnormality; Peristalsis; Pathophysiology; Sphincter; Endoscopy; Gastroenterology; Internal medicine; Surgery; Achalasia; Esophagus; Disease","score_opus":0.04676577504369235,"score_gpt":0.31379629404071896,"score_spread":0.2670305189970266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975541205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99043375,0.0005620199,0.0001284734,0.0020679599,0.004693696,0.00020397136,0.000010942709,0.000009764477,0.001889441],"genre_scores_gemma":[0.9950767,0.0004041176,0.000028388788,0.0022897762,0.00048096883,0.0000050230774,0.0000042745,0.000008231443,0.0017024972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975031,0.0003787477,0.0011262413,0.00012956356,0.0005392077,0.00032316532],"domain_scores_gemma":[0.99852467,0.00027779455,0.0007006069,0.00015320731,0.0002623988,0.00008132152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020560669,0.00010555381,0.00035628132,0.00012837164,0.00022651478,0.000017963772,0.00013900979,0.00010100477,0.0019693314],"category_scores_gemma":[0.00015624364,0.000089195346,0.00028852365,0.0002805735,0.0000477861,0.0004232592,0.00007069941,0.0006022168,0.000022101907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021728636,0.00041533934,0.695901,0.000069292335,0.000084776395,0.00023880923,0.00012078346,0.00003144002,0.000045018893,0.00010347867,0.28345677,0.019316021],"study_design_scores_gemma":[0.0006145667,0.000033743363,0.9891287,0.0005724187,0.000046759775,0.00006115529,0.00014908971,0.000015770975,0.00003291029,0.0005629898,0.008701584,0.00008028327],"about_ca_topic_score_codex":0.00012472225,"about_ca_topic_score_gemma":0.00009352589,"teacher_disagreement_score":0.29322773,"about_ca_system_score_codex":0.00013546975,"about_ca_system_score_gemma":0.00024766152,"threshold_uncertainty_score":0.99894303},"labels":[],"label_agreement":null},{"id":"W1976236919","doi":"10.1044/nnsld16.2.17","title":"Oculopharyngeal Muscular Dystrophy","year":2006,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Muscular dystrophy; Dysphagia; Anatomy; Surgery; Internal medicine","score_opus":0.0071514112414635695,"score_gpt":0.30790773025221324,"score_spread":0.3007563190107497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976236919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864341,0.0018990135,0.000021640946,0.00075573544,0.00024449473,0.00055544305,0.000013883982,0.00012859632,0.009947072],"genre_scores_gemma":[0.9950902,0.0020273586,0.000081862396,0.0013046858,0.00020267778,0.000059387607,0.000018704757,0.000033887507,0.0011812478],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99822426,0.0003317886,0.0002208584,0.00062850775,0.00012767698,0.00046690236],"domain_scores_gemma":[0.99934334,0.00018865621,0.00009213625,0.0002572528,0.000026861513,0.00009175795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007595141,0.0002530462,0.00027828972,0.00013284893,0.0005292047,0.000013170681,0.0001169643,0.00009840306,0.00021414601],"category_scores_gemma":[0.00003928238,0.00021576833,0.000080454825,0.0001462875,0.00021642,0.00008313197,0.00013201164,0.00035579584,0.00006068035],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052133193,0.004388937,0.04043548,0.0011660156,0.00166443,0.002483139,0.03812335,0.00015493676,0.49703935,0.2831896,0.015372867,0.110768594],"study_design_scores_gemma":[0.00793632,0.0026212938,0.9071623,0.00005100131,0.00032638843,0.000026057804,0.052915428,0.00043272902,0.00064534,0.005267818,0.021417739,0.0011975667],"about_ca_topic_score_codex":0.00027822526,"about_ca_topic_score_gemma":0.000060197035,"teacher_disagreement_score":0.8667268,"about_ca_system_score_codex":0.000018656874,"about_ca_system_score_gemma":0.000021438178,"threshold_uncertainty_score":0.87987775},"labels":[],"label_agreement":null},{"id":"W1976518914","doi":"10.4021/jnr.v2i1.81","title":"Botulinum Toxin Injection Into the Cricopharyngeal Muscle for Syringobulbia-induced Dysphagia: A Case Report","year":2012,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cricopharyngeal myotomy; Dysphagia; Paresis; Syringomyelia; Epiglottis; Surgery; Swallowing; Botulinum toxin; Nucleus ambiguus; Anesthesia; Magnetic resonance imaging; Larynx; Radiology; Medulla oblongata; Achalasia; Myotomy; Esophagus; Internal medicine","score_opus":0.1960452328415934,"score_gpt":0.5257009651951697,"score_spread":0.32965573235357637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976518914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733793,0.00025122677,0.0005164864,0.018425949,0.0036804583,0.0012305763,0.000001268463,0.000023045728,0.0024916576],"genre_scores_gemma":[0.9933505,0.000050606566,0.00028122374,0.0015286069,0.00230618,0.00019529305,0.0000019386275,0.000034102985,0.002251559],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952432,0.0019361302,0.0009312297,0.00022644158,0.0006272481,0.0010357529],"domain_scores_gemma":[0.9955081,0.0023526647,0.0005642469,0.0004075269,0.00089013984,0.0002773383],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013245461,0.00014183478,0.0003210842,0.00042074287,0.0014711479,0.000025566045,0.0003791944,0.0002312409,0.00018500735],"category_scores_gemma":[0.0016052936,0.000095489224,0.00013467458,0.00043046253,0.00010533028,0.00039806974,0.00035965533,0.0025907655,0.00006378171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058604754,0.0027772223,0.1604659,0.0010611408,0.0013154699,0.06869333,0.03615706,0.00009427265,0.029202914,0.0072802096,0.650317,0.03677497],"study_design_scores_gemma":[0.008226729,0.010640501,0.2441815,0.00010462321,0.00037762406,0.044406172,0.014855831,0.0009509855,0.00055764854,0.003939301,0.67124724,0.0005118266],"about_ca_topic_score_codex":0.00026258442,"about_ca_topic_score_gemma":0.00019370226,"teacher_disagreement_score":0.08371561,"about_ca_system_score_codex":0.0001567649,"about_ca_system_score_gemma":0.00039626902,"threshold_uncertainty_score":0.9998288},"labels":[],"label_agreement":null},{"id":"W1980737574","doi":"10.1212/wnl.0b013e3181d9002b","title":"Gum chewing improves swallow frequency and latency in Parkinson patients","year":2010,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Swallowing; Chewing gum; Dysphagia; Mastication; Latency (audio); Saliva; Medicine; Audiology; Psychology; Anesthesia; Internal medicine; Surgery; Dentistry; Biology","score_opus":0.016966102198035814,"score_gpt":0.3306104660106703,"score_spread":0.3136443638126345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980737574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97270304,0.000016119213,0.000006460726,0.0021688002,0.0019863683,0.00049777393,0.0000013945828,0.000049814847,0.022570213],"genre_scores_gemma":[0.9953569,0.000040919855,0.00021609261,0.0037447026,0.00009232253,0.000091526716,0.000007906315,0.000015525877,0.0004340875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987919,0.00015703286,0.00027595815,0.00027807508,0.00008592016,0.00041116105],"domain_scores_gemma":[0.9994907,0.00012676607,0.00009761559,0.00018996405,0.000031068706,0.000063896194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002530036,0.00010734727,0.00015851967,0.00010791522,0.00014832882,0.0000053503513,0.00012021437,0.00019131866,0.00023766638],"category_scores_gemma":[0.00008094449,0.000097226264,0.000016492577,0.000083499435,0.00003835555,0.00011105526,0.00015664496,0.00081856386,0.00008405131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032714295,0.00006432547,0.98775727,0.00003424555,0.0000058100195,0.0000111243735,0.00037921997,1.062843e-7,0.0032774578,0.0035646744,0.0005213569,0.004351716],"study_design_scores_gemma":[0.0010087333,0.00024045973,0.96176064,0.0000046963078,0.000007846606,2.1698504e-7,0.000017740958,0.0000664467,0.000008521615,0.0034928026,0.033311855,0.00008002021],"about_ca_topic_score_codex":0.00052559323,"about_ca_topic_score_gemma":0.0017435546,"teacher_disagreement_score":0.032790497,"about_ca_system_score_codex":0.00000956749,"about_ca_system_score_gemma":0.000034773595,"threshold_uncertainty_score":0.39647722},"labels":[],"label_agreement":null},{"id":"W1981211883","doi":"10.1145/2614217.2633399","title":"3D dynamic visualization of swallowing from multi-slice computed tomography","year":2014,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Visualization; Computer science; Swallowing; Computed tomography; Tomography; Computer graphics (images); Computer vision; Artificial intelligence; Medicine; Radiology","score_opus":0.030919512947234173,"score_gpt":0.4043408749259212,"score_spread":0.373421361978687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981211883","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112093285,0.000025657235,0.8562087,0.0001642534,0.00076346396,0.0005699091,0.0000047447784,0.00022637431,0.029943625],"genre_scores_gemma":[0.9598832,0.000006929102,0.036599178,0.00090701395,0.000047346533,0.0000281379,0.00014523008,0.000018712728,0.0023642331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987139,0.00026749267,0.00040066562,0.0002021728,0.00018520985,0.00023052543],"domain_scores_gemma":[0.9991838,0.00024989364,0.00017434367,0.00023858293,0.00009645014,0.000056945613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035805878,0.00010706216,0.0002031409,0.00014548004,0.00018292136,0.000006546054,0.00014617929,0.00008554961,0.00064403645],"category_scores_gemma":[0.000029482533,0.00009439889,0.00005460842,0.00025914918,0.000018067256,0.000114187904,0.000096706906,0.000108983746,0.00011074325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084334475,0.0009859831,0.8616935,0.00084219,0.00074752606,0.0000023130544,0.007062151,0.00048390584,0.01682291,0.07494718,0.01425232,0.022075662],"study_design_scores_gemma":[0.0027496314,0.00008148018,0.49853823,0.00023525573,0.00011223898,2.1341057e-8,0.0016868592,0.47350398,0.00020704532,0.00039936326,0.022225505,0.0002603939],"about_ca_topic_score_codex":0.0007323263,"about_ca_topic_score_gemma":0.00046613734,"teacher_disagreement_score":0.84778994,"about_ca_system_score_codex":0.000034295153,"about_ca_system_score_gemma":0.000022610313,"threshold_uncertainty_score":0.70517474},"labels":[],"label_agreement":null},{"id":"W1981638466","doi":"10.1371/journal.pone.0033464","title":"A Method for Removal of Low Frequency Components Associated with Head Movements from Dual-Axis Swallowing Accelerometry Signals","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Segmentation; Computer science; False positive paradox; Spline (mechanical); Pattern recognition (psychology); Artificial intelligence; Accelerometer; Engineering","score_opus":0.17759748327086808,"score_gpt":0.4062415322047793,"score_spread":0.22864404893391124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981638466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834798,0.00018196109,0.0083181895,0.00023700895,0.00020813952,0.002298569,0.00019726578,0.000112986665,0.004966078],"genre_scores_gemma":[0.8854454,0.000019295832,0.10972785,0.0007458057,0.00018786867,0.00040944794,0.00041959475,0.000064094536,0.0029806548],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99695784,0.00047419,0.00070117577,0.00031253783,0.0007579395,0.0007963058],"domain_scores_gemma":[0.99758554,0.0010601587,0.0005618299,0.00035224645,0.00024897384,0.0001912516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014272473,0.00024044959,0.00067680265,0.00017975437,0.00030259567,0.000010454797,0.00022151142,0.0001731772,0.00080481765],"category_scores_gemma":[0.00024226253,0.00021263884,0.0000921079,0.00033369925,0.00002436133,0.00036806078,0.00017053755,0.00030930634,0.000059556314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000342914,0.009830736,0.45912835,0.0012389423,0.0072258925,0.000015502017,0.0031495576,0.000004574531,0.5161561,0.00080980855,0.0011365117,0.00096110074],"study_design_scores_gemma":[0.01773851,0.0011111508,0.9186672,0.008996345,0.002665989,2.9914534e-7,0.003278662,0.0024254196,0.038882133,0.0039872015,0.00091457576,0.0013325298],"about_ca_topic_score_codex":0.00054134184,"about_ca_topic_score_gemma":0.00007424908,"teacher_disagreement_score":0.47727397,"about_ca_system_score_codex":0.0002660565,"about_ca_system_score_gemma":0.00007539789,"threshold_uncertainty_score":0.8812189},"labels":[],"label_agreement":null},{"id":"W1982799708","doi":"10.1016/j.ijom.2006.03.026","title":"Functional outcomes after organ preservation treatment in head and neck cancer: a critical review of the literature","year":2006,"lang":"en","type":"review","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Japan Agency for Medical Research and Development","keywords":"Medicine; Swallowing; Head and neck cancer; Head and neck; Radiation therapy; Quality of life (healthcare); Cancer; Intensive care medicine; Surgery; Internal medicine","score_opus":0.10646428511635865,"score_gpt":0.4548288824103605,"score_spread":0.3483645972940019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982799708","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001948607,0.9899625,0.0000055785367,0.004426334,0.0028127257,0.00053051877,0.00013576631,0.000004117744,0.00017386192],"genre_scores_gemma":[0.00024697836,0.9974437,0.000040397103,0.0006988527,0.0001654881,0.00011518334,0.000051873198,0.000014968045,0.0012225688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765354,0.000244782,0.0012707718,0.0001647504,0.00048681634,0.00017931839],"domain_scores_gemma":[0.9984235,0.00023673152,0.00077549723,0.0000956066,0.00040729737,0.00006135548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052495947,0.00023855,0.0011106943,0.00025786852,0.00006907556,0.000027451142,0.00014067779,0.00015578726,0.00024472707],"category_scores_gemma":[0.0002416132,0.00012996305,0.00038072962,0.00019742364,0.000060340502,0.00029332243,0.00013944156,0.00037597326,0.0000017088577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009556195,0.00018292111,0.18514904,0.020207413,0.0004217394,0.00008275389,0.00009412479,2.5664042e-7,1.449148e-7,0.00073927094,0.0038547828,0.789172],"study_design_scores_gemma":[0.00026739505,0.000018884164,0.07020312,0.0624802,0.00029418248,0.00001585622,0.0000087407825,4.0287213e-7,7.401816e-8,0.00023408991,0.8663767,0.00010036136],"about_ca_topic_score_codex":0.00038743837,"about_ca_topic_score_gemma":0.00014242197,"teacher_disagreement_score":0.8625219,"about_ca_system_score_codex":0.00026023661,"about_ca_system_score_gemma":0.0005120812,"threshold_uncertainty_score":0.5299739},"labels":[],"label_agreement":null},{"id":"W1982993926","doi":"10.1007/s10439-009-9874-z","title":"Baseline Characteristics of Dual-Axis Cervical Accelerometry Signals","year":2010,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Data acquisition; Baseline (sea); Accelerometer; Vibration; Swallowing; SIGNAL (programming language); Computer science; Biomedical engineering; Medicine; Simulation; Acoustics; Physics; Surgery; Biology","score_opus":0.05234663354713491,"score_gpt":0.39362306330673175,"score_spread":0.3412764297595968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982993926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711171,0.00006702434,0.021026626,0.0037146811,0.0019923705,0.0004178335,0.000111257184,0.00012752709,0.001425586],"genre_scores_gemma":[0.9961868,0.00010077339,0.0024051152,0.00046533626,0.00041700536,0.00002499293,0.000069161615,0.000025152383,0.00030565212],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801576,0.000056744746,0.0008546867,0.00018258428,0.00045911575,0.00043109962],"domain_scores_gemma":[0.9983817,0.000606528,0.00024043093,0.00029528394,0.0002167932,0.00025929738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014980121,0.0001518925,0.00043176475,0.00030300044,0.000052511918,0.000004074344,0.00022481859,0.00023287156,0.0024452102],"category_scores_gemma":[0.0009041185,0.00013351231,0.00009781794,0.0004374468,0.00007748166,0.00009139307,0.00020687304,0.0005883989,0.000046134133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001798228,0.0017135104,0.017353306,0.007253057,0.0009236886,0.000074262425,0.0012239501,0.000039428993,0.80827993,0.020837545,0.061638486,0.080483004],"study_design_scores_gemma":[0.0027334818,0.00075927883,0.38291034,0.0013164465,0.0001876371,0.0000037949485,0.0005182342,0.03704559,0.025506422,0.00045194203,0.5475607,0.0010061518],"about_ca_topic_score_codex":0.000027612514,"about_ca_topic_score_gemma":0.0000018352332,"teacher_disagreement_score":0.7827735,"about_ca_system_score_codex":0.000007214042,"about_ca_system_score_gemma":0.00007760984,"threshold_uncertainty_score":0.9984667},"labels":[],"label_agreement":null},{"id":"W1983285840","doi":"10.3109/17549507.2012.752864","title":"Outcomes of tongue-pressure strength and accuracy training for dysphagia following acquired brain injury","year":2013,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatoon City Hospital; Children’s Health Research Institute; Providence Health Care; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Ministry of Children, Community and Social Services; Holland Bloorview Kids Rehabilitation Hospital","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Dysphagia; Swallowing; Isometric exercise; Medicine; Tongue; Rehabilitation; Physical medicine and rehabilitation; Biofeedback; Physical therapy; Surgery","score_opus":0.0368961634199446,"score_gpt":0.43109074765751915,"score_spread":0.39419458423757453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983285840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866964,0.00045628424,0.002460504,0.005885419,0.0026975062,0.0005928562,0.000056408164,0.000021317403,0.0011332805],"genre_scores_gemma":[0.98519623,0.000037052512,0.010848488,0.0013627014,0.0004514253,0.000042915137,0.000020283964,0.000024583731,0.0020163353],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979737,0.00019648246,0.0009500279,0.00018114121,0.00038112057,0.0003175432],"domain_scores_gemma":[0.9970782,0.0012575584,0.0009850458,0.00015656816,0.0004228403,0.000099814395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010081807,0.00017104187,0.0004904102,0.00032910728,0.00009783916,0.00002433078,0.00046327958,0.00014505904,0.00071696955],"category_scores_gemma":[0.0013901971,0.00013908709,0.0001840476,0.00006558646,0.000051588,0.00045053795,0.00020332565,0.00026154224,0.00001158537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006607899,0.00045768396,0.2784669,0.0003311843,0.00516702,0.0010409184,0.046995215,0.000020497908,0.11891813,0.008897016,0.027774444,0.51127017],"study_design_scores_gemma":[0.021142595,0.0017549305,0.81771314,0.0011021311,0.0011689262,0.00027801224,0.098321244,0.0010159937,0.0067110425,0.011673784,0.038034018,0.0010841799],"about_ca_topic_score_codex":0.000065758235,"about_ca_topic_score_gemma":0.000025311396,"teacher_disagreement_score":0.53924626,"about_ca_system_score_codex":0.000051322546,"about_ca_system_score_gemma":0.0001245218,"threshold_uncertainty_score":0.7850314},"labels":[],"label_agreement":null},{"id":"W1983391981","doi":"10.1007/s00455-007-9105-4","title":"A Question of Rheological Control","year":2007,"lang":"en","type":"letter","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Otorhinolaryngology; Rheology; Hepatology; Internal medicine; Surgery; Composite material","score_opus":0.0412815261392903,"score_gpt":0.4126334412095064,"score_spread":0.3713519150702161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983391981","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007784025,0.00074655557,0.034947697,0.69530493,0.008021734,0.0045141364,0.00017496961,0.0005473582,0.2549642],"genre_scores_gemma":[0.014111817,0.00007668237,0.001150488,0.8984308,0.0034954,0.0002719259,0.00055518,0.000077039964,0.081830636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614674,0.0007993619,0.0010416217,0.00047162868,0.0006488652,0.00089176046],"domain_scores_gemma":[0.99735385,0.0009085929,0.0008111637,0.0005711574,0.00027175058,0.000083511506],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015533727,0.0003734606,0.00079401594,0.00029034234,0.00021385253,0.0000075132966,0.0004194357,0.0017443702,0.004279852],"category_scores_gemma":[0.00017347306,0.0003098649,0.0001798916,0.00021154019,0.00013963692,0.00008174525,0.00015690981,0.003343903,0.0012127516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057259418,0.00004063367,0.003970211,0.0006431531,0.0002522141,0.00026631725,0.000086808686,0.0000012705017,0.000016158843,0.0056243553,0.9882875,0.000754128],"study_design_scores_gemma":[0.0014518523,0.00014042342,0.0061464733,0.00025914866,0.00028610486,0.0000015879119,0.000060357346,0.000059981747,0.0000060440857,0.0009214975,0.990381,0.00028554577],"about_ca_topic_score_codex":0.00016070316,"about_ca_topic_score_gemma":0.000018579642,"teacher_disagreement_score":0.20312586,"about_ca_system_score_codex":0.00020080234,"about_ca_system_score_gemma":0.00020113248,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W1984494612","doi":"10.1001/archpedi.154.2.190","title":"Underlying Causes of Recurrent Pneumonia in Children","year":2000,"lang":"en","type":"article","venue":"Archives of Pediatrics and Adolescent Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pneumonia; Pediatrics; Atypical pneumonia; Asthma; Retrospective cohort study; Failure to thrive; Internal medicine; Intensive care medicine","score_opus":0.040843247174905124,"score_gpt":0.3788442774459758,"score_spread":0.3380010302710707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984494612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885716,0.0023302,0.000110000714,0.0010781958,0.00015410477,0.0005942314,0.000010239828,0.000014422275,0.0071370453],"genre_scores_gemma":[0.9792157,0.019655172,0.00019223256,0.00020426133,0.00015779884,0.000008477377,0.00001830426,0.000010245512,0.0005378286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865717,0.00012071357,0.0005705036,0.00018419199,0.00020996452,0.00025748508],"domain_scores_gemma":[0.9993153,0.00022371716,0.00019839054,0.00015604653,0.000016934317,0.00008958989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026577286,0.00011757807,0.00031949865,0.00026426523,0.000072673916,0.0000011024991,0.00012005871,0.000036377198,0.00017664272],"category_scores_gemma":[0.000042111693,0.000092041635,0.000028675984,0.00020013968,0.000115364455,0.0000390672,0.00007649221,0.00025578155,0.0000032829405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006239748,0.0001636164,0.9361482,0.0007800656,0.000014100372,0.0000017063979,0.0014677579,0.0000067622473,0.00022300937,0.0009557326,0.00097098347,0.05920567],"study_design_scores_gemma":[0.0016495413,0.0001883966,0.99456745,0.0006388455,0.00007097022,3.7426392e-7,0.00066504447,0.00006210643,0.0000053148624,0.00095397496,0.0011151987,0.000082759376],"about_ca_topic_score_codex":0.00011128416,"about_ca_topic_score_gemma":0.000030484716,"teacher_disagreement_score":0.05912291,"about_ca_system_score_codex":0.000011614578,"about_ca_system_score_gemma":0.000051262377,"threshold_uncertainty_score":0.37533492},"labels":[],"label_agreement":null},{"id":"W1984762527","doi":"10.1111/joor.12277","title":"Is tooth loss associated with irritable bowel syndrome?","year":2015,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Dentition; Confounding; Dentistry; Irritable bowel syndrome; Confidence interval; Constipation; Tooth loss; Cross-sectional study; Internal medicine; Oral health","score_opus":0.057968740288163886,"score_gpt":0.40762849780536276,"score_spread":0.34965975751719885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984762527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741291,0.000070318645,0.0010487091,0.01720509,0.00074057205,0.00047536183,0.0000055071337,0.00002816442,0.0062971683],"genre_scores_gemma":[0.98498696,0.000006583872,0.009462251,0.00055776513,0.000049216134,0.000015622478,0.000005856525,0.000017635239,0.0048981267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803305,0.00036205622,0.00060953264,0.00011311396,0.0006085828,0.00027367703],"domain_scores_gemma":[0.99762565,0.00044403688,0.0006843943,0.00013236338,0.0009390357,0.00017449832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495143,0.0001080924,0.0002770507,0.00016225422,0.00014308126,0.000018454946,0.00013033258,0.00008901967,0.00020162654],"category_scores_gemma":[0.000985118,0.00007750472,0.00006900777,0.0002736621,0.000045419987,0.00062482746,0.00003684033,0.00034345477,0.0000697117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047803024,0.0004930963,0.6120509,0.0001666765,0.0003166824,0.00007607738,0.008850777,0.00019050253,0.00004571602,0.002961601,0.37303784,0.001332124],"study_design_scores_gemma":[0.006117809,0.00503179,0.8873808,0.0007661992,0.0002200163,0.000015274329,0.013166038,0.00024061093,0.000008208366,0.013073752,0.07373614,0.00024336665],"about_ca_topic_score_codex":0.000058614776,"about_ca_topic_score_gemma":0.00006130402,"teacher_disagreement_score":0.2993017,"about_ca_system_score_codex":0.0005536561,"about_ca_system_score_gemma":0.00042071057,"threshold_uncertainty_score":0.3160551},"labels":[],"label_agreement":null},{"id":"W1984999662","doi":"10.1002/ppul.21489","title":"Is aspiration during swallowing more common in Canadian children with indigenous heritage?","year":2011,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Swallowing; Medicine; Indigenous; Airway; Logistic regression; Pediatrics; Dysphagia; Surgery; Internal medicine","score_opus":0.03138479692412826,"score_gpt":0.3250925932956983,"score_spread":0.29370779637157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984999662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895645,0.00018921912,0.000016749796,0.0004128949,0.00026400285,0.00098943,0.000007798007,0.000078883735,0.00908456],"genre_scores_gemma":[0.9976211,0.00010593938,0.00027715866,0.0008322289,0.0002023298,0.0001915988,0.000034679626,0.00002989871,0.00070504827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811196,0.0001451432,0.00037443853,0.00031599068,0.00011845543,0.0009339801],"domain_scores_gemma":[0.9993172,0.000026981641,0.00015090281,0.00028450528,0.00003302586,0.00018734648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027462517,0.00016894918,0.00024242485,0.0005581606,0.00042575962,0.0000069497114,0.000240261,0.00022209463,0.00040857433],"category_scores_gemma":[0.000013134793,0.00015932172,0.000027415237,0.00040375712,0.000023112116,0.00018400545,0.000091915674,0.00050489884,0.00018902276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023617677,0.000049899205,0.9912123,0.00003980486,0.000032847343,0.00007599911,0.0076508727,0.0000025430143,0.0000034044278,0.00013886234,0.00016154487,0.00060832093],"study_design_scores_gemma":[0.0007129768,0.00010401187,0.9975835,0.00000845818,0.000054766435,0.000003498069,0.0007896093,0.000019450867,0.0000059642707,0.00012092182,0.0004214812,0.0001753678],"about_ca_topic_score_codex":0.3992062,"about_ca_topic_score_gemma":0.53725654,"teacher_disagreement_score":0.13805036,"about_ca_system_score_codex":0.00041265893,"about_ca_system_score_gemma":0.00045411076,"threshold_uncertainty_score":0.6496951},"labels":[],"label_agreement":null},{"id":"W1986835658","doi":"10.3928/00989134-20090331-08","title":"Promoting Evidence-Based Dysphagia Assessment and Management by Nurses","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Outreach; Nursing; Medicine; Gerontological nursing; Family medicine; Psychology","score_opus":0.08648074738296471,"score_gpt":0.4705745211991993,"score_spread":0.38409377381623455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986835658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8260373,0.008549698,0.04465208,0.071764655,0.0031760514,0.0025393055,0.0000032363316,0.00017990818,0.04309778],"genre_scores_gemma":[0.9775594,0.0005883738,0.01875908,0.0023223648,0.00017702952,0.000012597258,0.0000020621146,0.000011474208,0.0005676118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970929,0.0005215404,0.00095255347,0.00026618093,0.0005869132,0.0005798929],"domain_scores_gemma":[0.9982099,0.00039664286,0.0008029594,0.00017734834,0.00016579588,0.00024737162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015815254,0.00022461804,0.0004857447,0.0001446759,0.0004916276,0.00005557976,0.0002638074,0.00014410613,0.00020940027],"category_scores_gemma":[0.00008844458,0.00016181436,0.00010171187,0.00015868359,0.000095498144,0.000492089,0.000036175632,0.0006508569,0.0000069510534],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007101413,0.002016802,0.04024915,0.0005173801,0.0003048764,0.00039453356,0.0026772213,0.00002790013,0.0052096588,0.014666199,0.12241065,0.8108155],"study_design_scores_gemma":[0.0061518652,0.0051589184,0.9273226,0.01315286,0.00091543695,0.000047765774,0.0077727563,0.0030372606,0.00020635256,0.009589383,0.025888016,0.0007567688],"about_ca_topic_score_codex":0.0000027037213,"about_ca_topic_score_gemma":8.647588e-7,"teacher_disagreement_score":0.88707346,"about_ca_system_score_codex":0.00055394834,"about_ca_system_score_gemma":0.00009568316,"threshold_uncertainty_score":0.65985984},"labels":[],"label_agreement":null},{"id":"W1986941970","doi":"10.1007/s00455-013-9456-y","title":"Timing Differences Between Cued and Noncued Swallows in Healthy Young Adults","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Cued speech; Otorhinolaryngology; Audiology; Internal medicine; Cardiology; Surgery; Psychology; Cognitive psychology","score_opus":0.04604345630460125,"score_gpt":0.37206336167783255,"score_spread":0.3260199053732313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986941970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751625,0.00021497927,0.000247934,0.002020061,0.00070503145,0.0019055497,0.0000071260033,0.00013012743,0.019606676],"genre_scores_gemma":[0.99345315,0.00014605511,0.0009886223,0.0009921234,0.00018667786,0.00051152526,0.000036130088,0.000029682014,0.003656011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974898,0.00029907748,0.000672408,0.00044844233,0.0002837498,0.0008065168],"domain_scores_gemma":[0.99882543,0.00035641034,0.00021392164,0.00028650183,0.00007646573,0.00024127035],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050359755,0.00024266225,0.0004332029,0.00019879117,0.00039274403,0.00003804298,0.0002309334,0.00018264129,0.0012177686],"category_scores_gemma":[0.00005722608,0.00020895513,0.000034433364,0.0002544537,0.000054829234,0.00036518832,0.00025280027,0.00055389275,0.00079220237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048940812,0.000048173024,0.98065096,0.00025435447,0.000045887893,0.0000068897803,0.003121385,3.9312388e-7,0.000025797895,0.00081201125,0.0039439206,0.011041269],"study_design_scores_gemma":[0.0022467163,0.00015016363,0.99069756,0.00021293452,0.000028646182,3.0733523e-7,0.0029200215,0.00083707535,0.0000036694432,0.0005087166,0.002159749,0.00023443274],"about_ca_topic_score_codex":0.004328203,"about_ca_topic_score_gemma":0.0012329408,"teacher_disagreement_score":0.018290658,"about_ca_system_score_codex":0.00012769358,"about_ca_system_score_gemma":0.00009246173,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W1988499859","doi":"10.1007/s004559910010","title":"There Is a Need for a Regular Review of Swallowing Ability in Patients after PEG Insertion to Identify Patients with Delayed Recovery of Swallowing","year":2000,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Swallowing; Medicine; Otorhinolaryngology; Hepatology; PEG ratio; Surgery","score_opus":0.030494693979572548,"score_gpt":0.395103398567471,"score_spread":0.36460870458789846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988499859","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045902073,0.9296089,0.0002113621,0.000086107655,0.00084019697,0.022068026,0.0004939669,0.00005575763,0.0007336462],"genre_scores_gemma":[0.0038255046,0.98703814,0.0013446392,0.0012270813,0.00005629027,0.004295143,0.0011443952,0.00017778821,0.00089102995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937281,0.0008706535,0.0029668333,0.00086084753,0.0008310402,0.0007425393],"domain_scores_gemma":[0.996372,0.0003739742,0.00144898,0.0010884275,0.00055091403,0.00016573773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016478585,0.0006703808,0.0028656868,0.0004815302,0.00013249475,0.000014117308,0.000531297,0.0004502754,0.00079734996],"category_scores_gemma":[0.00025668024,0.00053176197,0.00066520914,0.0009994261,0.000037137277,0.00036830138,0.0002631721,0.00057259755,0.00007542799],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012283074,0.0010747252,0.04441086,0.43644777,0.0012533878,0.0000051741395,0.0008054893,0.0000021799372,4.4747253e-7,0.000020397967,0.005974562,0.5087767],"study_design_scores_gemma":[0.003406499,0.0008913664,0.07636864,0.33446276,0.0026274016,6.298014e-8,0.0000768152,0.0000036026213,9.792142e-7,0.00006604677,0.5813333,0.00076256937],"about_ca_topic_score_codex":0.0001867238,"about_ca_topic_score_gemma":0.000047696503,"teacher_disagreement_score":0.5753587,"about_ca_system_score_codex":0.0006395934,"about_ca_system_score_gemma":0.00047529105,"threshold_uncertainty_score":0.9997134},"labels":[],"label_agreement":null},{"id":"W1990662261","doi":"10.1016/j.clnu.2010.09.001","title":"Incidence and predictors of eating disability among nursing home residents with middle-stage dementia","year":2010,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Calgary; University of Alberta","funders":"Health Research Board; University of Calgary","keywords":"Dementia; Medicine; Hazard ratio; Incidence (geometry); Prospective cohort study; Confidence interval; Gerontology; Cohort study; Cohort; Psychiatry; Disease; Internal medicine","score_opus":0.0670899207984404,"score_gpt":0.4438915398941167,"score_spread":0.37680161909567633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990662261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962724,0.000045107292,0.0004567127,0.00028762352,0.00076419424,0.0010095147,0.000011750039,0.00005861507,0.0010941189],"genre_scores_gemma":[0.99584633,0.00010494487,0.003434559,0.00006848977,0.00026278352,0.00008345359,0.000026155478,0.000013659084,0.0001595941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980169,0.0003171906,0.0008213336,0.00032171566,0.000262736,0.0002601036],"domain_scores_gemma":[0.99829555,0.0007805904,0.00039641283,0.00029347296,0.00009510028,0.00013889348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011047255,0.000111182824,0.00027022974,0.00003837127,0.0002811831,0.000012805843,0.000121708435,0.00017537332,0.00013072285],"category_scores_gemma":[0.0003114386,0.00009387018,0.000046943882,0.00012746835,0.0005684845,0.00030054158,0.00009881464,0.0006236093,0.000005434156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013125852,0.00048173917,0.99625707,0.00057850854,0.00004011189,0.0000017495848,0.00022313827,3.7139685e-7,0.00015870399,0.00062290387,0.00051912793,0.0009853395],"study_design_scores_gemma":[0.0018204559,0.00023229998,0.9932275,0.0015893951,0.000106653366,1.5700827e-7,0.0010318988,0.0001597082,0.000021971526,0.0015285162,0.00018276031,0.00009871829],"about_ca_topic_score_codex":0.00013179233,"about_ca_topic_score_gemma":0.00051610236,"teacher_disagreement_score":0.003029582,"about_ca_system_score_codex":0.000036449706,"about_ca_system_score_gemma":0.00003929998,"threshold_uncertainty_score":0.3827915},"labels":[],"label_agreement":null},{"id":"W1990704838","doi":"10.1002/hed.10233","title":"Speech and swallowing outcomes in reconstructions of the pharynx and cervical esophagus","year":2003,"lang":"en","type":"article","venue":"Head & Neck","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; General surgery; Otorhinolaryngology; Head and neck surgery; Surgery","score_opus":0.03831691442845037,"score_gpt":0.3826098001220283,"score_spread":0.3442928856935779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990704838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809447,0.00039463025,0.000013084848,0.0016982317,0.0005414893,0.00050423254,0.0000034680575,0.000016993448,0.015883189],"genre_scores_gemma":[0.994501,0.00007843779,0.0013134736,0.0005835581,0.000017616596,0.000030692136,6.762485e-7,0.000008803643,0.0034657323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903536,0.00018881998,0.00029314068,0.00015452752,0.00010739445,0.0002207338],"domain_scores_gemma":[0.99953246,0.00015641717,0.000068366666,0.00017209696,0.000019548908,0.000051089944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029802014,0.000085706444,0.00019832223,0.000059570604,0.00020997885,0.000005903731,0.000060540937,0.00006264403,0.00023580903],"category_scores_gemma":[0.00006840944,0.00006064395,0.000028875982,0.00013897198,0.00005207549,0.00008455492,0.000089130524,0.00024495818,0.000010444277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048184247,0.000036352783,0.9858663,0.00009053705,0.0000181107,0.0000026823145,0.00039436427,4.995347e-7,0.000033645374,0.0114131365,0.0004848295,0.0016546899],"study_design_scores_gemma":[0.001112726,0.000020310736,0.98937434,0.000102305086,0.000024431421,0.0000033070323,0.0011777476,0.000035119065,0.000050054747,0.00226454,0.005766667,0.00006846099],"about_ca_topic_score_codex":0.00017202464,"about_ca_topic_score_gemma":0.00068016205,"teacher_disagreement_score":0.013556328,"about_ca_system_score_codex":0.00003433254,"about_ca_system_score_gemma":0.000055723038,"threshold_uncertainty_score":0.25819436},"labels":[],"label_agreement":null},{"id":"W1990707024","doi":"10.1177/000348940911800401","title":"Use of Neuromuscular Electrostimulation in the Treatment of Dysphagia in Patients with Multiple Sclerosis","year":2009,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Multiple sclerosis; Adverse effect; Neuromuscular disease; Saliva; Anesthesia; Surgery; Physical therapy; Internal medicine; Disease","score_opus":0.11866600379190519,"score_gpt":0.37130096780657906,"score_spread":0.2526349640146739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990707024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950456,0.00017897387,0.000051464092,0.00281756,0.00010207633,0.0015041378,0.000012839939,0.000013716383,0.00027362394],"genre_scores_gemma":[0.9975428,0.00040227556,0.0002575254,0.0015912986,0.000008865468,0.00008732111,0.00006213245,0.000009755747,0.00003801903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968673,0.0012403359,0.00087939465,0.00031252115,0.00014178816,0.00055866083],"domain_scores_gemma":[0.9977992,0.00091167435,0.0005890426,0.00047586457,0.00019516535,0.000029039133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034585485,0.00020019517,0.00075644813,0.0004539835,0.00006321385,0.0000011022468,0.00024650377,0.00033135308,0.00006675313],"category_scores_gemma":[0.00012957871,0.00014000919,0.00007825375,0.00039043475,0.00024983962,0.00013027374,0.000034403958,0.0002654062,0.0000058602664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010437041,0.00200656,0.98891234,0.000031076037,0.00012317635,0.000011782379,0.0012578582,0.000245871,0.00053423457,0.0038959943,0.00025701907,0.0016803949],"study_design_scores_gemma":[0.0036721188,0.0057589705,0.98856795,0.000034292218,0.00005623288,7.0852775e-7,0.00008154239,0.00014723692,0.00041486023,0.0003801395,0.00079721323,0.00008870685],"about_ca_topic_score_codex":0.00050470926,"about_ca_topic_score_gemma":0.0009213228,"teacher_disagreement_score":0.0037524104,"about_ca_system_score_codex":0.000028958062,"about_ca_system_score_gemma":0.000074006704,"threshold_uncertainty_score":0.5709409},"labels":[],"label_agreement":null},{"id":"W1991155789","doi":"10.1002/hbm.20680","title":"Functional brain imaging of swallowing: An activation likelihood estimation meta‐analysis","year":2008,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Ontario Ministry of Health and Long-Term Care; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Swallowing; Precentral gyrus; Saliva; Postcentral gyrus; Anterior cingulate cortex; Supplementary motor area; Insula; Psychology; Inferior parietal lobule; Meta-analysis; Motor cortex; Insular cortex; Neuroscience; Medicine; Somatosensory system; Functional magnetic resonance imaging; Magnetic resonance imaging; Internal medicine; Surgery; Radiology; Stimulation; Cognition","score_opus":0.22011980640652845,"score_gpt":0.4607978764057333,"score_spread":0.24067806999920482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991155789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003569851,0.81335676,0.17113166,0.0013458292,0.00051649375,0.0038249947,0.000037755573,0.00043774577,0.009313066],"genre_scores_gemma":[0.0016779884,0.9548277,0.0085920375,0.0032935056,0.0012522758,0.002582236,0.011113714,0.00034318163,0.016317325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945722,0.0015932234,0.0017668206,0.00077289675,0.0006863499,0.0006084614],"domain_scores_gemma":[0.99577326,0.0012862947,0.0018227341,0.0007695191,0.00020541201,0.00014276661],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018870068,0.0005770915,0.0027490093,0.0017910049,0.0013400587,0.000040758016,0.00039084558,0.00029447014,0.0019017628],"category_scores_gemma":[0.00019861187,0.00052670186,0.0017484182,0.0014064938,0.000060853792,0.000625103,0.0002396666,0.00082584715,0.00010215153],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001961634,0.0008181903,0.00059466163,0.065869525,0.3486566,0.00003585781,0.006275327,0.00078363495,0.00015782024,0.035197206,0.13946877,0.4021228],"study_design_scores_gemma":[0.0004744605,0.000031298925,0.0019019536,0.0025164243,0.07851989,0.0000015865176,0.0006731757,0.0010103277,2.509765e-7,0.00094728445,0.91322917,0.00069416023],"about_ca_topic_score_codex":0.00015021954,"about_ca_topic_score_gemma":0.000034085846,"teacher_disagreement_score":0.77376044,"about_ca_system_score_codex":0.00038007362,"about_ca_system_score_gemma":0.0004082111,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W1991371404","doi":"10.3109/17549507.2014.902995","title":"Identification of dysphagia using the Toronto Bedside Swallowing Screening Test (TOR-BSST<sup>©</sup>): Are 10 teaspoons of water necessary?","year":2014,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; Statistics Canada; University of Toronto; University Health Network","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Confidence interval; Rehabilitation; Physical therapy; Internal medicine; Surgery","score_opus":0.025377117832994945,"score_gpt":0.3779405177792533,"score_spread":0.35256339994625835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991371404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96613,0.0003880381,0.028224466,0.0016027115,0.0012089843,0.00031664822,0.000031337284,0.000020003026,0.002077811],"genre_scores_gemma":[0.9934013,0.000041840314,0.003896534,0.00036098374,0.00081380067,0.000008460642,0.000022400225,0.000030247647,0.0014244384],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965626,0.00050164596,0.0015475999,0.00021234821,0.0008297233,0.0003460571],"domain_scores_gemma":[0.9962488,0.00058344257,0.0017224129,0.0003358784,0.0010321896,0.00007726838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030227297,0.0001929137,0.00044859023,0.00024734956,0.00018506961,0.000025738167,0.00092920335,0.00016355784,0.001236749],"category_scores_gemma":[0.0007241597,0.0001312453,0.00019386003,0.00008815341,0.00011071798,0.00047097472,0.00033575122,0.000463751,0.000024543635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006399966,0.0007442859,0.2240235,0.00036538218,0.0016609863,0.00082226144,0.037343234,0.0051799235,0.6887719,0.00291489,0.0036600248,0.033873577],"study_design_scores_gemma":[0.019328158,0.0019103223,0.35634765,0.0052049793,0.002892519,0.0013784415,0.294084,0.05983659,0.228358,0.0044090557,0.024162354,0.0020879256],"about_ca_topic_score_codex":0.0004021917,"about_ca_topic_score_gemma":0.00019089683,"teacher_disagreement_score":0.46041393,"about_ca_system_score_codex":0.00020954767,"about_ca_system_score_gemma":0.000088425375,"threshold_uncertainty_score":0.9996762},"labels":[],"label_agreement":null},{"id":"W1991868061","doi":"10.1007/s11517-012-0958-9","title":"Detection of swallows with silent aspiration using swallowing and breath sound analysis","year":2012,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swallowing; Pulmonary aspiration; Medicine; Sound (geography); Audiology; Radiology; Surgery; Acoustics","score_opus":0.04454007122566547,"score_gpt":0.35671625242632676,"score_spread":0.31217618120066126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991868061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6056691,0.00011852517,0.3936605,0.000028333608,0.00016202139,0.00014695688,3.507772e-7,0.000060048525,0.00015419953],"genre_scores_gemma":[0.994689,0.000008364111,0.0049291425,0.00010445012,0.000230538,0.00000809659,0.000008444227,0.000010193493,0.000011759092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848706,0.00012841348,0.0004270796,0.00020811759,0.000301617,0.00044768746],"domain_scores_gemma":[0.9991319,0.00036784587,0.00014387467,0.00011283653,0.000042339812,0.0002011645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012260153,0.0001512599,0.00034431912,0.0001448297,0.00020571571,0.000007786969,0.00008733641,0.00017947824,0.00011930218],"category_scores_gemma":[0.00020001284,0.000104262755,0.00006436175,0.00041931536,0.000039756414,0.00008328359,0.00016803293,0.00036170834,0.0000049980176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003081336,0.00012458496,0.9637354,0.00022152172,0.0006485136,0.0000058556398,0.0008836279,0.014356818,0.0066867736,0.0010285875,0.000004217136,0.012273305],"study_design_scores_gemma":[0.0005356053,0.00017386334,0.5793769,0.00018730901,0.00033733842,0.0000027563888,0.0003563773,0.41837892,0.00008915296,0.000015818434,0.00032965906,0.00021632583],"about_ca_topic_score_codex":0.00010286831,"about_ca_topic_score_gemma":0.0000105028885,"teacher_disagreement_score":0.40402213,"about_ca_system_score_codex":0.00008693883,"about_ca_system_score_gemma":0.000021531929,"threshold_uncertainty_score":0.4251712},"labels":[],"label_agreement":null},{"id":"W1993349042","doi":"10.1016/s1091-255x(02)00016-1","title":"Long Myotomy With Antireflux Repair for Esophageal Spastic Disorders","year":2002,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Myotomy; Esophageal Disorder; Spastic; Esophageal motility disorder; Reflux; Surgery; Esophagus; Gastroenterology; Achalasia; Internal medicine; Physical therapy; Cerebral palsy","score_opus":0.04374687886009403,"score_gpt":0.3382865201620095,"score_spread":0.29453964130191546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993349042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750696,0.00039225345,0.11082042,0.004152744,0.0017691578,0.0014876634,0.000012359798,0.00022473159,0.006071035],"genre_scores_gemma":[0.9707653,0.00005831335,0.023471732,0.00042573968,0.0007247309,0.0000440322,0.000004903857,0.000053299944,0.004451963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750656,0.00018221007,0.000983694,0.00020089955,0.00045081417,0.0006758349],"domain_scores_gemma":[0.99624974,0.0019100243,0.0010331718,0.00019617961,0.0003719556,0.00023892174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013166239,0.00022602023,0.00052787486,0.0003116702,0.00039155007,0.00002051615,0.0001671756,0.000040730243,0.0006940644],"category_scores_gemma":[0.00056398823,0.00016736188,0.00034216346,0.00024828708,0.00007845088,0.00033433875,0.000054632095,0.0005266416,0.000049489303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039327476,0.00024303184,0.90371567,0.0003227016,0.00011097149,0.00033565992,0.00008814787,0.00005799681,0.000019272476,0.00019409196,0.092209786,0.0023094008],"study_design_scores_gemma":[0.0031829118,0.0025469235,0.95688456,0.0037205226,0.00048485064,0.0006354409,0.0011864115,0.0029864418,0.000009981583,0.0003474649,0.027517937,0.0004965289],"about_ca_topic_score_codex":0.000012259637,"about_ca_topic_score_gemma":0.00003190542,"teacher_disagreement_score":0.095695645,"about_ca_system_score_codex":0.00013755553,"about_ca_system_score_gemma":0.00016418786,"threshold_uncertainty_score":0.7599519},"labels":[],"label_agreement":null},{"id":"W1994309046","doi":"10.12927/hcq.2008.19660","title":"Safe Medication Swallowing in Dysphagia: A Collaborative Improvement Project","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Audit; Dysphagia; Best practice; Pharmacy; Patient safety; Nursing; Intervention (counseling); Swallowing; MEDLINE; Choking; Family medicine; Medical emergency; Health care; Surgery","score_opus":0.043194635500748334,"score_gpt":0.40989606294674097,"score_spread":0.36670142744599266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994309046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87208104,0.0012393744,0.0022404392,0.05250579,0.004494217,0.014121253,0.00008764854,0.0006136186,0.052616633],"genre_scores_gemma":[0.9891867,0.00027538856,0.0014271326,0.0036092205,0.00027886397,0.0019177033,0.00010401126,0.000038748607,0.003162219],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963279,0.00067731674,0.0010240088,0.00052379473,0.00056722143,0.0008797836],"domain_scores_gemma":[0.99857205,0.00020260758,0.00034819462,0.00043350187,0.00025824472,0.00018539611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010299654,0.00025233926,0.00041318825,0.0003456257,0.0007497553,0.000010070993,0.00022441777,0.00021653502,0.00017308028],"category_scores_gemma":[0.00004138897,0.0002354371,0.000052830957,0.00076813326,0.0000575781,0.00032689722,0.00004458001,0.000701119,0.00025998199],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074511603,0.0012471037,0.27379224,0.003342847,0.00037176523,0.0006225355,0.28558588,0.0000049296136,0.001079023,0.040001903,0.15401591,0.23919076],"study_design_scores_gemma":[0.011722507,0.006245036,0.4663927,0.0012836528,0.00008271929,0.000009142499,0.1839589,0.0007509306,0.00006856291,0.0021865417,0.32598072,0.0013185749],"about_ca_topic_score_codex":0.004026528,"about_ca_topic_score_gemma":0.0049485904,"teacher_disagreement_score":0.23787218,"about_ca_system_score_codex":0.0008160367,"about_ca_system_score_gemma":0.0020508328,"threshold_uncertainty_score":0.9600846},"labels":[],"label_agreement":null},{"id":"W1995395514","doi":"10.1097/00001756-200504040-00005","title":"Cortical processing of esophageal sensation is related to the representation of swallowing","year":2005,"lang":"en","type":"article","venue":"Neuroreport","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Swallowing; Sensation; Magnetoencephalography; Esophagus; Medicine; Neuroscience; Lateralization of brain function; Insular cortex; Transcranial magnetic stimulation; Stimulation; Psychology; Somatosensory system; Anatomy; Electroencephalography; Surgery","score_opus":0.054050127393444856,"score_gpt":0.4368236020705674,"score_spread":0.3827734746771226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995395514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972078,0.000014161908,0.0009476224,0.0050570783,0.00029453475,0.0007511368,0.0000012919712,0.00004576442,0.020810401],"genre_scores_gemma":[0.99476725,0.0000048481197,0.0008086005,0.0010536889,0.00006313189,0.00003244947,0.000008411264,0.0000130535645,0.0032485665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832386,0.00015543036,0.00078791636,0.00019130982,0.00036766354,0.00017381446],"domain_scores_gemma":[0.9989909,0.00011639895,0.00041556678,0.0002782588,0.00015448437,0.00004442431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057507626,0.00007295814,0.00016212135,0.0000703234,0.00017905876,0.000004438761,0.00009047749,0.000052593263,0.0001839118],"category_scores_gemma":[0.00021746443,0.000054772943,0.00004872914,0.000320611,0.000024554834,0.0001387445,0.00008404159,0.00021396785,0.0000376618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015359244,0.0002994209,0.8572087,0.00043517098,0.0001321617,0.00006325658,0.025011169,0.001307004,0.027470673,0.0053502237,0.026940798,0.055627827],"study_design_scores_gemma":[0.0005864974,0.000087284316,0.97261477,0.00011243401,0.00011943285,0.00000460961,0.0016806565,0.0057910243,0.008876693,0.00025258138,0.009769099,0.00010492086],"about_ca_topic_score_codex":0.000037062906,"about_ca_topic_score_gemma":0.00000966889,"teacher_disagreement_score":0.115406066,"about_ca_system_score_codex":0.00003297278,"about_ca_system_score_gemma":0.00010486047,"threshold_uncertainty_score":0.22335759},"labels":[],"label_agreement":null},{"id":"W1996309333","doi":"10.1044/2013_jslhr-s-13-0136","title":"Barium Versus Nonbarium Stimuli: Differences in Taste Intensity, Chemesthesis, and Swallowing Behavior in Healthy Adult Women","year":2013,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"University Health Network; University of Arkansas for Medical Sciences; Johns Hopkins University; Fondation Pour l'Audition; National Institute on Deafness and Other Communication Disorders; University of Arkansas","keywords":"Swallowing; Audiology; Psychology; Taste; Intensity (physics); Medicine; Developmental psychology; Neuroscience; Surgery; Physics","score_opus":0.12074612353274179,"score_gpt":0.46117853687215454,"score_spread":0.34043241333941276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996309333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939532,0.0003779937,0.000004356069,0.003945117,0.00021279369,0.00062891387,7.321435e-7,0.000008478777,0.0008683941],"genre_scores_gemma":[0.99750614,0.00066033774,0.0006830268,0.00026113604,0.00017831288,0.00007136594,0.0000010298461,0.000015486161,0.0006231694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975389,0.00030608274,0.0005970869,0.00021542443,0.00056031713,0.00078218256],"domain_scores_gemma":[0.99861616,0.00049706205,0.00013078662,0.00014994516,0.00033864402,0.00026739927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842332,0.00013020705,0.00042362194,0.0007017214,0.00021599139,0.00008210202,0.00019128357,0.00012703777,0.00022568472],"category_scores_gemma":[0.00034816161,0.00010436399,0.000027345977,0.00032334917,0.00007521819,0.00035663205,0.00039574868,0.0016216885,0.000020291265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009880504,0.00022111904,0.9524605,0.0004576621,0.000043380718,0.0005929664,0.022664905,5.369007e-7,0.0018656958,0.00015236429,0.000645769,0.019907048],"study_design_scores_gemma":[0.0032900856,0.00082190736,0.9193065,0.00041574682,0.000010127643,0.0000085154115,0.07555812,0.00014699918,0.000049565388,0.0001126092,0.0001630739,0.00011672661],"about_ca_topic_score_codex":0.0032992773,"about_ca_topic_score_gemma":0.0009915284,"teacher_disagreement_score":0.052893218,"about_ca_system_score_codex":0.00034324607,"about_ca_system_score_gemma":0.0001896439,"threshold_uncertainty_score":0.70455194},"labels":[],"label_agreement":null},{"id":"W1996403260","doi":"10.1109/ccece.2008.4564651","title":"A model for normal swallowing sounds generation based on wavelet analysis","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Pharynx; Wavelet; Transfer function; Computer science; Microphone; Impulse response; Acoustics; Speech recognition; Artificial intelligence; Mathematics; Medicine; Anatomy; Engineering; Sound pressure; Physics; Surgery","score_opus":0.06903252631093748,"score_gpt":0.297677744643885,"score_spread":0.22864521833294754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996403260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123913236,0.00001098909,0.86879647,0.0013803161,0.00021330721,0.0008739226,0.000019294943,0.00016602715,0.00462647],"genre_scores_gemma":[0.99000764,0.000023994877,0.006667248,0.0017299319,0.00024371593,0.00030009632,0.00005786345,0.000025828273,0.00094366516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797374,0.000014244016,0.00036029465,0.0005357055,0.00026038883,0.000855656],"domain_scores_gemma":[0.99886316,0.00008999316,0.00008940379,0.00012688508,0.0003289533,0.0005016175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023455132,0.00030636849,0.0003935841,0.0007913729,0.00066491385,0.00010173204,0.00022402163,0.00017911209,0.00006115096],"category_scores_gemma":[0.00003998155,0.0003008329,0.00010201917,0.00056184706,0.000024230394,0.00018317961,0.00003427775,0.00046278472,0.000010239146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002642034,0.000311184,0.0371459,0.0006424291,0.0013249933,0.00005291843,0.006396985,0.11763896,0.0016733014,0.781164,0.019161401,0.034223728],"study_design_scores_gemma":[0.0005994018,0.00025114053,0.004966341,0.000056529985,0.000107834814,7.7644125e-7,0.0000229071,0.99248546,0.000017598979,0.0001342714,0.001013353,0.00034436322],"about_ca_topic_score_codex":0.00076708535,"about_ca_topic_score_gemma":0.0014642704,"teacher_disagreement_score":0.8748465,"about_ca_system_score_codex":0.0002959331,"about_ca_system_score_gemma":0.00072469417,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W1997302860","doi":"10.1007/s00455-004-0029-y","title":"The McGill Ingestive Skills Assessment Predicts Time to Death in an Elderly Population with Neurogenic Dysphagia: Preliminary Evidence","year":2005,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Dysphagia; Medicine; Population; Scale (ratio); Reliability (semiconductor); Gerontology; Surgery; Environmental health; Cartography","score_opus":0.03059654770022929,"score_gpt":0.38676218610053653,"score_spread":0.35616563840030724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997302860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779562,0.00031901913,0.0005974584,0.0076117916,0.0005484138,0.0054831607,0.000053705946,0.0003808061,0.0070494637],"genre_scores_gemma":[0.9816439,0.00012793514,0.0045016026,0.002837712,0.00022894933,0.0011549494,0.000070133305,0.000087047156,0.009347732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953878,0.00093492516,0.00089516427,0.0008308183,0.0008245119,0.0011267925],"domain_scores_gemma":[0.9970595,0.00104093,0.00038579685,0.00087958307,0.0002447082,0.00038947506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016004964,0.00043364847,0.00041130526,0.00023870739,0.0012555443,0.000057045047,0.0006600105,0.00019505777,0.0004501952],"category_scores_gemma":[0.00020898634,0.00031628343,0.00005675969,0.0006477979,0.00005183527,0.0011922346,0.00036891995,0.0008714836,0.0010285754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002635778,0.0021871745,0.74607897,0.00035399312,0.0007270052,0.00033760976,0.0044805133,0.010848766,0.000668348,0.0124135,0.03298374,0.18628462],"study_design_scores_gemma":[0.0013704746,0.0021896325,0.9678403,0.000477822,0.00016607204,0.000005019529,0.0002918276,0.00529902,0.000036307167,0.00020232922,0.021709261,0.0004119289],"about_ca_topic_score_codex":0.00024859028,"about_ca_topic_score_gemma":0.0010427524,"teacher_disagreement_score":0.22176135,"about_ca_system_score_codex":0.0008307639,"about_ca_system_score_gemma":0.0002567224,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W1998117111","doi":"10.1007/s00247-010-1834-0","title":"Nasogastric tubes and videofluoroscopic swallowing studies in children","year":2010,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Swallowing; Pediatrics; Surgery; Anesthesia","score_opus":0.03409754227594076,"score_gpt":0.4108891792043037,"score_spread":0.3767916369283629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998117111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99261457,0.0028386887,0.000026868993,0.00041322823,0.001978865,0.0006196061,0.000002101416,0.00007103124,0.0014350401],"genre_scores_gemma":[0.9935514,0.0035142263,0.00074944913,0.00036884035,0.0010337911,0.00015634262,0.0000078666335,0.000015012542,0.0006031172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984586,0.00023594529,0.000392905,0.0003177208,0.000089135996,0.00050565356],"domain_scores_gemma":[0.9990813,0.00054393156,0.00007276195,0.00019361262,0.00003302939,0.000075324344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007182043,0.00014868887,0.00034053615,0.00031883776,0.0002504496,0.0000047343133,0.00014781504,0.00016371661,0.00011076241],"category_scores_gemma":[0.00030055005,0.00012663682,0.00002688263,0.00028491623,0.00007762037,0.00010449164,0.00021632783,0.00068206404,0.000077549266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000580716,0.000021053742,0.99285924,0.00005829556,0.00004230289,0.000006619712,0.0005446325,0.000001215645,0.00011469012,0.0014417073,0.0041733384,0.0007310863],"study_design_scores_gemma":[0.0010720203,0.00006208783,0.9961296,0.0000061467035,0.00006740624,0.000007563663,0.00044420204,0.000018911094,0.0000024189878,0.0006667847,0.0014039291,0.00011894348],"about_ca_topic_score_codex":0.00008732859,"about_ca_topic_score_gemma":0.0001003323,"teacher_disagreement_score":0.003270335,"about_ca_system_score_codex":0.000048796508,"about_ca_system_score_gemma":0.000073007184,"threshold_uncertainty_score":0.51640993},"labels":[],"label_agreement":null},{"id":"W1998125424","doi":"10.1016/j.cmpb.2010.06.010","title":"Scaling analysis of baseline dual-axis cervical accelerometry signals","year":2010,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Accelerometer; QUIET; Swallowing; Medicine; Baseline (sea); Physical medicine and rehabilitation; Vibration; Detrended fluctuation analysis; Scaling; Audiology; Acoustics; Mathematics; Physics; Geology; Surgery; Geometry","score_opus":0.11381858946337918,"score_gpt":0.5040360068577572,"score_spread":0.390217417394378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998125424","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40158525,0.0003297836,0.5937465,0.0014362235,0.0014032475,0.0007991997,0.0000063706766,0.00007672751,0.0006167243],"genre_scores_gemma":[0.3925105,0.00011027964,0.6059933,0.0007109222,0.00038698694,0.000060509752,0.0000981383,0.000014959828,0.0001144431],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99715173,0.0008513097,0.000908468,0.00040325747,0.00026446814,0.0004207856],"domain_scores_gemma":[0.9975407,0.0014990865,0.00026201535,0.00037743695,0.0001360424,0.00018471215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007270237,0.00018904459,0.00077195745,0.0010641061,0.0001219382,0.00001420355,0.00019294723,0.00020084767,0.0005859034],"category_scores_gemma":[0.0001205455,0.00014029018,0.000099626246,0.0027188817,0.0001769355,0.000070141636,0.0003549611,0.0005950104,0.0000030396554],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030494715,0.00022813416,0.13158546,0.00030579147,0.00052149734,0.000009107868,0.000884566,0.0000044292,0.0036625091,0.0008850132,0.00029881825,0.8615842],"study_design_scores_gemma":[0.00437377,0.00083730504,0.6507464,0.0005714447,0.0021722903,0.0000028256634,0.0016211442,0.22858392,0.00028299371,0.002232821,0.10795244,0.00062262383],"about_ca_topic_score_codex":0.00017262285,"about_ca_topic_score_gemma":0.00006967072,"teacher_disagreement_score":0.86096156,"about_ca_system_score_codex":0.000018633264,"about_ca_system_score_gemma":0.00003581331,"threshold_uncertainty_score":0.6415232},"labels":[],"label_agreement":null},{"id":"W2000090603","doi":"10.1016/s0016-5107(05)00297-x","title":"The yield and the predictors of esophageal pathology when upper endoscopy is used for the initial evaluation of dysphagia","year":2005,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Dysphagia; Heartburn; Odynophagia; Endoscopy; Esophagus; Internal medicine; Esophagogastroduodenoscopy; Univariate analysis; Gastroenterology; Retrospective cohort study; Esophageal disease; Surgery; Multivariate analysis; Reflux; Disease","score_opus":0.05777680985910105,"score_gpt":0.39658209653636894,"score_spread":0.3388052866772679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000090603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8173034,0.0032596726,0.09470156,0.051818747,0.0031597624,0.017819643,0.0003147644,0.00016649696,0.011455938],"genre_scores_gemma":[0.98456717,0.00007890148,0.012300217,0.00080481573,0.00045027962,0.0009605048,0.00001322741,0.000029165893,0.0007957054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969582,0.0008295762,0.00080633763,0.00026979524,0.00062118185,0.00051493914],"domain_scores_gemma":[0.9904636,0.007921611,0.0006233299,0.0004905034,0.0004365445,0.00006436713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005472206,0.00021298359,0.00033802845,0.00006292224,0.00075548165,0.000018797882,0.00043795595,0.00006186565,0.00042414412],"category_scores_gemma":[0.0018352872,0.00010728174,0.00012227647,0.00010874092,0.00062908663,0.00012241972,0.00021501559,0.00039597624,0.000012580334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01837497,0.00087194814,0.60131687,0.001206386,0.0019347938,0.000015749763,0.041559316,0.0007263043,0.030407017,0.115552105,0.15008214,0.037952423],"study_design_scores_gemma":[0.14455077,0.00934852,0.48760203,0.0040103993,0.012896804,0.0005111727,0.060508657,0.14122902,0.023012487,0.058897898,0.055656213,0.0017760472],"about_ca_topic_score_codex":0.00012823804,"about_ca_topic_score_gemma":0.00015399902,"teacher_disagreement_score":0.16726376,"about_ca_system_score_codex":0.00006943653,"about_ca_system_score_gemma":0.00030864892,"threshold_uncertainty_score":0.58106303},"labels":[],"label_agreement":null},{"id":"W2000427722","doi":"10.2310/7070.2005.34616","title":"Familial Zenker’s Diverticulum: Case Study and Historical Perspective","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diverticulum (mollusc); Perspective (graphical); General surgery; Zenker's diverticulum; Surgery","score_opus":0.052703721062239695,"score_gpt":0.3887745289796817,"score_spread":0.336070807917442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000427722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874548,0.0005339496,0.00036659566,0.0073990803,0.0007830426,0.0005548789,4.461475e-7,0.000013425959,0.0028938244],"genre_scores_gemma":[0.9962909,0.000112641676,0.00022924854,0.0009164556,0.0005591626,0.000008887797,9.9364605e-8,0.000010537183,0.0018720734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979663,0.0009968972,0.00048042522,0.00010112217,0.00019100856,0.0002642654],"domain_scores_gemma":[0.998781,0.0003993812,0.0003317811,0.0001662175,0.00022022417,0.000101352794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013714496,0.00010958149,0.00029035637,0.00010993294,0.00050857547,0.0000046954774,0.00018505413,0.00007044446,0.00020659452],"category_scores_gemma":[0.000109896086,0.00006606997,0.00004757353,0.00008942426,0.00005549059,0.000153827,0.00021843878,0.0006958456,0.000042665255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015635346,0.0026117477,0.65909815,0.000074294716,0.0015977087,0.010698167,0.19540447,0.000048450467,0.0005924295,0.0069123874,0.114939444,0.006459234],"study_design_scores_gemma":[0.0115044955,0.0051735863,0.47762966,0.000055505814,0.0019234176,0.010111325,0.39094993,0.00067135994,0.0000112764865,0.001379228,0.10014873,0.00044148095],"about_ca_topic_score_codex":0.0012961101,"about_ca_topic_score_gemma":0.0009172154,"teacher_disagreement_score":0.19554545,"about_ca_system_score_codex":0.000636792,"about_ca_system_score_gemma":0.000097203,"threshold_uncertainty_score":0.39116025},"labels":[],"label_agreement":null},{"id":"W2000769113","doi":"10.1016/j.jpainsymman.2011.10.016","title":"Family Members' Experiences Caring for Patients With Advanced Head and Neck Cancer Receiving Tube Feeding: A Descriptive Phenomenological Study","year":2012,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba; CancerCare Manitoba; McGill University","funders":"Canadian Institutes of Health Research; National Cancer Institute; Manitoba Health Research Council","keywords":"Medicine; Head and neck cancer; Tube (container); Descriptive research; Head and neck; Descriptive statistics; Cancer; Surgery; Internal medicine","score_opus":0.046047041467818774,"score_gpt":0.3692581838568537,"score_spread":0.3232111423890349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000769113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265456,0.0006087677,0.00143264,0.00017933336,0.0006628003,0.0017895583,0.0000013818083,0.000018415049,0.002652541],"genre_scores_gemma":[0.9947905,0.0002944471,0.0034467806,0.0003916884,0.00014760836,0.0004284398,0.0000011078014,0.000016378754,0.00048307632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982018,0.00024996718,0.0005044892,0.00020599448,0.00034670427,0.0004910798],"domain_scores_gemma":[0.9989644,0.00020130296,0.00040697388,0.00010162242,0.00014384605,0.00018181499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017527839,0.00019102065,0.00035506807,0.00015670767,0.00047184373,0.000040732248,0.00012916201,0.000043464133,0.000039646155],"category_scores_gemma":[0.00004422703,0.00012844171,0.0000357017,0.00012217254,0.000043043612,0.0004660517,0.00019075966,0.00019978416,5.143943e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003883655,0.0005265983,0.9103027,0.0002340725,0.0004886795,0.000004196052,0.06554866,0.000013157428,0.0000075017556,0.0007310465,0.00092302274,0.020832013],"study_design_scores_gemma":[0.0042667175,0.0018031565,0.6443213,0.0003885815,0.00018099413,2.0616264e-7,0.3413691,0.000085191925,3.9e-7,0.00004730094,0.007370314,0.00016674289],"about_ca_topic_score_codex":0.000029212226,"about_ca_topic_score_gemma":0.00002476691,"teacher_disagreement_score":0.27582043,"about_ca_system_score_codex":0.00019473705,"about_ca_system_score_gemma":0.000020616691,"threshold_uncertainty_score":0.5237701},"labels":[],"label_agreement":null},{"id":"W2002043864","doi":"10.1016/j.healun.2009.11.418","title":"403: The Incidence of Oropharyngeal Dysphagia and Associated Risk Factors Following Double Lung Transplantation: A Retrospective Study","year":2010,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Oropharyngeal dysphagia; Lung transplantation; Dysphagia; Retrospective cohort study; Transplantation; Internal medicine; Surgery","score_opus":0.017142232642836253,"score_gpt":0.3546919483058993,"score_spread":0.337549715663063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002043864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969939,0.00022366855,0.0005560709,0.0004399249,0.0006604858,0.00089844264,0.000019683948,0.0000137324,0.00019410648],"genre_scores_gemma":[0.998547,0.0011242778,0.00008337463,0.00005455277,0.00007195293,0.000009665565,0.00000802676,0.00001247576,0.00008866299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980838,0.00058602664,0.0005809411,0.000114735034,0.00042652688,0.0002080235],"domain_scores_gemma":[0.99851245,0.00065447774,0.0005082712,0.000117690426,0.00014197374,0.00006516214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027995207,0.00014167704,0.0003076678,0.00009025519,0.00083799096,0.000022257407,0.00014215364,0.000078367666,0.00004552499],"category_scores_gemma":[0.000029115086,0.000079507765,0.00006694168,0.00017629769,0.00006486538,0.00037215688,0.000014808525,0.000840294,7.5110836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006874112,0.000083879255,0.94425535,0.00013402986,0.00040537064,0.0000123444515,0.050514016,0.000020400565,0.0035067808,0.0001477016,0.00018851749,0.00004418493],"study_design_scores_gemma":[0.0032833847,0.00029989876,0.9870927,0.00014033631,0.0018617765,0.000015008976,0.006544068,0.00028964665,0.00023453191,0.00013326369,0.0000191471,0.000086280794],"about_ca_topic_score_codex":0.0006720442,"about_ca_topic_score_gemma":0.0014256808,"teacher_disagreement_score":0.043969948,"about_ca_system_score_codex":0.000038108265,"about_ca_system_score_gemma":0.000081605795,"threshold_uncertainty_score":0.6445234},"labels":[],"label_agreement":null},{"id":"W2002209308","doi":"10.1007/s00455-006-9069-9","title":"Viscosity Is Not a Parameter of Postdeglutitive Pharyngeal Residue: Quantification and Analysis with Scintigraphy","year":2007,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Swallowing; Tap water; Residue (chemistry); Medicine; Viscosity; Chemistry; Chromatography; Surgery; Materials science; Biochemistry; Composite material","score_opus":0.03618727786536612,"score_gpt":0.3906645751739547,"score_spread":0.35447729730858857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002209308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96182895,0.00013037464,0.027564675,0.000863499,0.0001614466,0.0009013828,0.00006471623,0.000065397406,0.008419585],"genre_scores_gemma":[0.9931328,0.000057435747,0.004131949,0.0011190831,0.000031500553,0.000032592,0.00005709754,0.000016191789,0.0014213059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807185,0.00015954078,0.00052678585,0.000424264,0.00038267876,0.00043489624],"domain_scores_gemma":[0.9984256,0.00040036734,0.000389161,0.00040894802,0.00023998185,0.00013591071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011996252,0.00018211616,0.00039585907,0.00052813237,0.00033192782,0.000015094838,0.00014617373,0.0001121594,0.00036074762],"category_scores_gemma":[0.000037031914,0.0001470893,0.00008939042,0.0011749952,0.00015853626,0.00021214884,0.00008973297,0.00027265554,0.000034037126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078256696,0.00018111542,0.9755422,0.00022174581,0.0022522828,0.000016144484,0.0032229614,0.000004316216,0.0016428577,0.008727288,0.0043116137,0.0030949293],"study_design_scores_gemma":[0.0009492658,0.00016880615,0.99024606,0.000050193918,0.0012508533,4.35102e-7,0.0011388336,0.00035973376,0.0037322934,0.00015176593,0.0017745253,0.00017725264],"about_ca_topic_score_codex":0.0006120757,"about_ca_topic_score_gemma":0.0007765603,"teacher_disagreement_score":0.03130392,"about_ca_system_score_codex":0.00004700589,"about_ca_system_score_gemma":0.00006340965,"threshold_uncertainty_score":0.59981275},"labels":[],"label_agreement":null},{"id":"W2002731649","doi":"10.1007/s00455-010-9282-4","title":"Voice-quality Abnormalities as a Sign of Dysphagia: Validation against Acoustic and Videofluoroscopic Data","year":2010,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Hamilton Health Sciences; Health Sciences Centre; University of Toronto; Toronto Rehabilitation Institute","funders":"Ontario Ministry of Research and Innovation; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Dysphagia; Medicine; Swallowing; Audiology; Otorhinolaryngology; Phonation; Radiology; Surgery","score_opus":0.0656431152848824,"score_gpt":0.43391345337872095,"score_spread":0.3682703380938386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002731649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542465,0.0003140213,0.002746632,0.00094444875,0.0028808892,0.0017329068,0.00026254327,0.0002426442,0.036629412],"genre_scores_gemma":[0.98766875,0.00020893017,0.00224347,0.0012686162,0.00026586198,0.00012756507,0.00055676553,0.000047947295,0.007612076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99646074,0.0005078976,0.0011149676,0.0006601282,0.0005756077,0.0006806792],"domain_scores_gemma":[0.9964433,0.00092363666,0.0006378293,0.0015009341,0.00025764547,0.00023670545],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026615267,0.00032288028,0.0005407705,0.0001711819,0.0005637163,0.00004829446,0.0007297947,0.00030292108,0.0012380327],"category_scores_gemma":[0.00080827624,0.00030120742,0.000046690307,0.0002738275,0.00022726205,0.0008572075,0.0009771531,0.0008828752,0.00039542923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069418014,0.001349103,0.4817096,0.009275171,0.002053034,0.00011737342,0.012444284,0.00008752226,0.19153515,0.12976322,0.12112225,0.049849138],"study_design_scores_gemma":[0.0112513555,0.0007079345,0.73374957,0.0008018002,0.0015434456,0.000011510155,0.015824627,0.003926957,0.010519842,0.011003362,0.20832175,0.0023378332],"about_ca_topic_score_codex":0.0006662866,"about_ca_topic_score_gemma":0.00048511045,"teacher_disagreement_score":0.25203997,"about_ca_system_score_codex":0.00005512496,"about_ca_system_score_gemma":0.0003618129,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W2002963613","doi":"10.1053/apmr.2001.27379","title":"Quantifying fluid intake in dysphagic stroke patients: A preliminary comparison of oral and nonoral strategies","year":2001,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Sisters of Charity of Ottawa; Parkwood Institute; London Health Sciences Centre; St Joseph's Health Care; University of Ottawa; Western University","funders":"","keywords":"Dysphagia; Medicine; Enteral administration; Fluid intake; Stroke (engine); Parenteral nutrition; Swallowing; Intravenous fluid; Internal medicine; Surgery","score_opus":0.050413341411284146,"score_gpt":0.4290777106668634,"score_spread":0.3786643692555792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002963613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443656,0.00017333578,0.00034314443,0.0010156286,0.00006938593,0.0005850557,0.0000033655583,0.000010333008,0.0033631823],"genre_scores_gemma":[0.9982076,0.00005349974,0.0015815808,0.00003046505,0.000029213603,0.00003248499,0.000019590549,0.000006397735,0.000039144394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882054,0.00021866326,0.00047024302,0.00017157668,0.0001588307,0.00016011701],"domain_scores_gemma":[0.9974345,0.0021891044,0.00018413452,0.00010204796,0.0000415475,0.000048696773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018693102,0.00010039085,0.00036984062,0.00019249249,0.00006800283,0.0000019277995,0.000052351268,0.00002875175,0.000009564696],"category_scores_gemma":[0.00022223979,0.00007386347,0.000029746667,0.000117130716,0.00037472046,0.00017003,0.00007244372,0.00016278886,5.971687e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051513326,0.0006012532,0.8477926,0.0012688917,0.000035207126,4.7755503e-7,0.058987066,0.000034955156,0.0032121916,0.023968248,0.00010995195,0.063474],"study_design_scores_gemma":[0.0021521896,0.004874776,0.92255425,0.000788499,0.000052395833,4.1772694e-8,0.05602222,0.0064298934,0.00001534049,0.006809953,0.00023053965,0.00006989746],"about_ca_topic_score_codex":0.00037345296,"about_ca_topic_score_gemma":0.00014977714,"teacher_disagreement_score":0.07476163,"about_ca_system_score_codex":0.0000092580185,"about_ca_system_score_gemma":0.000025596975,"threshold_uncertainty_score":0.3012065},"labels":[],"label_agreement":null},{"id":"W2002996521","doi":"10.1007/s00455-011-9359-8","title":"Effects of Carbonated Liquids on Oropharyngeal Swallowing Measures in People with Neurogenic Dysphagia","year":2011,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Oropharyngeal dysphagia; Pharynx; Anesthesia; Surgery","score_opus":0.02670299989092192,"score_gpt":0.3096905399876912,"score_spread":0.2829875400967693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002996521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597586,0.00039108258,0.00018465496,0.00009903814,0.0010322464,0.0020839486,0.0000044832414,0.00019921122,0.03624673],"genre_scores_gemma":[0.9968593,0.0001010855,0.00039465827,0.0007825048,0.000062285515,0.00040761544,0.000013096585,0.0000891638,0.001290273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648035,0.00060574897,0.0007698317,0.0005860561,0.00063867326,0.00091932603],"domain_scores_gemma":[0.9984349,0.00034735192,0.0003162296,0.00053724094,0.00015398998,0.00021030223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006749609,0.00040902238,0.0006826354,0.00038592776,0.00021550548,0.000008609632,0.0004470974,0.00021489224,0.00038173952],"category_scores_gemma":[0.00011845035,0.00033696648,0.000099114506,0.00078559417,0.00007419019,0.00022655606,0.00018918354,0.0007693154,0.00019226897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054277526,0.0031070202,0.9044563,0.0034569232,0.0021336393,0.0015826183,0.026496897,0.0001339435,0.017302625,0.026557466,0.0039635287,0.0053812955],"study_design_scores_gemma":[0.0071844063,0.0018423584,0.9759758,0.0006830435,0.00040767872,0.000002569861,0.0007823424,0.00032471988,0.010739799,0.00028938532,0.0011615442,0.0006063642],"about_ca_topic_score_codex":0.001473599,"about_ca_topic_score_gemma":0.0010875962,"teacher_disagreement_score":0.0715195,"about_ca_system_score_codex":0.00019794045,"about_ca_system_score_gemma":0.00027916883,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W2003154483","doi":"","title":"Oropharyngeal Swallowing Disorders in Parkinson?s Disease: revisited","year":2013,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Swallowing; Parkinson's disease; Disease; Medicine; Physical medicine and rehabilitation; Quality of life (healthcare); Position statement; Neurophysiology; Intensive care medicine; Physical therapy; Psychology; Psychiatry; Pathology; Surgery","score_opus":0.022026987450809034,"score_gpt":0.36078577452673727,"score_spread":0.3387587870759282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003154483","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4745449,0.00034141282,0.0012230051,0.0134042725,0.0008300827,0.0040008114,0.0000035869807,0.00038232634,0.5052696],"genre_scores_gemma":[0.9618267,0.00024186363,0.0006127304,0.0025138205,0.00008410205,0.00057824835,0.00003103085,0.000021744705,0.034089778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843526,0.00020866,0.00037182943,0.00026679577,0.00019949462,0.000517976],"domain_scores_gemma":[0.9993362,0.0001247993,0.000063801075,0.0002706565,0.000031517353,0.00017305852],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029496095,0.00013387365,0.00018660381,0.00013433852,0.00021243212,0.000018495104,0.0001693764,0.000055120145,0.012119513],"category_scores_gemma":[0.000046388923,0.00011015783,0.0000491014,0.00025721823,0.000016672526,0.00034245424,0.00017101735,0.0002616828,0.00271055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017316754,0.00008915358,0.89684117,0.00017925743,0.000022627175,0.000004965986,0.00026558476,0.0000062691233,0.00002744381,0.009062542,0.08418984,0.00929382],"study_design_scores_gemma":[0.00067969,0.0000111764475,0.7171571,0.00007916814,0.000012036477,8.188297e-9,0.0006691777,0.00089905655,4.0008848e-7,0.0015724805,0.27879485,0.00012481143],"about_ca_topic_score_codex":0.0009500576,"about_ca_topic_score_gemma":0.00051107386,"teacher_disagreement_score":0.48728177,"about_ca_system_score_codex":0.00010928788,"about_ca_system_score_gemma":0.000063279156,"threshold_uncertainty_score":0.99806595},"labels":[],"label_agreement":null},{"id":"W2003851646","doi":"10.1053/gast.2000.9308","title":"Central nervous system nitric oxide induces oropharyngeal swallowing and esophageal peristalsis in the cat","year":2000,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Peristalsis; Swallowing; Nitric oxide; Medicine; Internal medicine; Anatomy; Surgery","score_opus":0.017131872650489214,"score_gpt":0.3108955151193125,"score_spread":0.2937636424688233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003851646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396676,0.00008425485,0.00007718753,0.0014577552,0.0002501196,0.00070472015,0.000007803357,0.000070703325,0.0033806753],"genre_scores_gemma":[0.9957748,0.00006528736,0.00019580824,0.0025682414,0.00016113465,0.00018367256,0.000020571802,0.00001850781,0.0010119602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713457,0.00094752474,0.00046696988,0.0003253524,0.00018663627,0.0009389777],"domain_scores_gemma":[0.99941593,0.00011311205,0.00010058028,0.00025063925,0.000017981145,0.00010172917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058124406,0.00019175069,0.00032994812,0.0001336416,0.00036562182,0.000022827966,0.00029201232,0.00010833359,0.0003456502],"category_scores_gemma":[0.000010197766,0.00014145522,0.000052425956,0.0001429671,0.00006588265,0.00013495811,0.00011306511,0.00040366867,0.00007453416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048547378,0.00015753892,0.9830316,0.00029652548,0.000111431385,0.00048329824,0.0045059775,0.000081676844,0.00030178492,0.00054053334,0.0047519724,0.005252209],"study_design_scores_gemma":[0.0015006664,0.00016929796,0.9898746,0.00004675137,0.000058115096,0.000027430793,0.006191089,0.0002539312,0.0000015839191,0.000023314486,0.0017785331,0.00007470231],"about_ca_topic_score_codex":0.000732014,"about_ca_topic_score_gemma":0.0004747933,"teacher_disagreement_score":0.0068430062,"about_ca_system_score_codex":0.00016117598,"about_ca_system_score_gemma":0.000036396323,"threshold_uncertainty_score":0.57683766},"labels":[],"label_agreement":null},{"id":"W2004093242","doi":"10.1007/s00455-014-9516-y","title":"Physiological Factors Related to Aspiration Risk: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Swallowing; Larynx; Dysphagia; Otorhinolaryngology; Pharynx; Hyoid bone; Tongue; Vocal folds; Surgery; Pathology","score_opus":0.1033039678185677,"score_gpt":0.4780085286845903,"score_spread":0.3747045608660226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004093242","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000440059,0.9736844,0.00027720316,0.00006863185,0.0016839141,0.017804937,0.00005258507,0.00038505354,0.0060388837],"genre_scores_gemma":[0.000013429833,0.9800504,0.00013037647,0.0014215918,0.00012407565,0.004244893,0.00070662,0.00011210586,0.013196549],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896796,0.0049131443,0.003112104,0.00088760594,0.00056828937,0.0008393025],"domain_scores_gemma":[0.99443334,0.0010710243,0.0026441936,0.001343438,0.00016799971,0.00034000434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029104585,0.0008586546,0.005713755,0.00026257965,0.0006096751,0.00002921289,0.0008045678,0.0007565876,0.0016299302],"category_scores_gemma":[0.0019692555,0.00053383445,0.0007824373,0.00085180084,0.000030975556,0.00011515611,0.0004477399,0.0016546751,0.015422058],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001018834,0.00003947265,0.000009290855,0.9451192,0.0005720214,0.0000051592156,0.000094865776,3.420613e-7,3.3105252e-8,0.0016588232,0.03964033,0.0128594125],"study_design_scores_gemma":[0.00010448402,0.00010157029,0.000022917724,0.43719354,0.005133479,6.226338e-7,0.000032082564,0.000004388791,6.6042296e-9,0.00005397664,0.556994,0.00035893582],"about_ca_topic_score_codex":0.000031139887,"about_ca_topic_score_gemma":0.000008925148,"teacher_disagreement_score":0.51735365,"about_ca_system_score_codex":0.000469833,"about_ca_system_score_gemma":0.0002613459,"threshold_uncertainty_score":0.99971133},"labels":[],"label_agreement":null},{"id":"W2005813442","doi":"10.1016/j.ijrobp.2007.07.1867","title":"Swallowing Quality of Life in Advanced Larynx and Hypopharynx Cancer Treated With Organ Preservation vs Surgery","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Larynx; Laryngectomy; Feeding tube; Quality of life (healthcare); Surgery; Hypopharyngeal cancer; Radiation therapy; Head and neck cancer","score_opus":0.05718400623413341,"score_gpt":0.43547506375421347,"score_spread":0.3782910575200801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005813442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990014,0.0003260083,0.005464892,0.0020554727,0.0010571243,0.00033503553,0.000020728343,0.00002116916,0.0007055453],"genre_scores_gemma":[0.9961716,0.0009016097,0.0011815231,0.0009890781,0.00055329694,0.00002029657,0.000056480974,0.000018851611,0.00010728233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751264,0.00047984248,0.0012864219,0.00018237968,0.00027832473,0.0002604132],"domain_scores_gemma":[0.9956426,0.0016204224,0.0018525195,0.00010240699,0.00068351824,0.000098516306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023286527,0.0001477263,0.0005402492,0.00026011394,0.00008610875,0.0000070902393,0.0002100793,0.00017552184,0.000089483],"category_scores_gemma":[0.00047423196,0.0001242772,0.00007295298,0.00026205543,0.00007128142,0.00058988377,0.000069371745,0.00043102208,0.0000029661767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001269914,0.00019616362,0.9596771,0.000040699422,0.00030909057,0.000009712905,0.00057734887,0.00030560204,0.0015564394,0.0041837613,0.00040185323,0.03147233],"study_design_scores_gemma":[0.00502249,0.00025492517,0.98678905,0.00013664208,0.000046096084,0.0000014213146,0.00046087886,0.00029776816,0.0003926432,0.0015406099,0.0049239,0.00013358814],"about_ca_topic_score_codex":0.00037774985,"about_ca_topic_score_gemma":0.0004057636,"teacher_disagreement_score":0.03133874,"about_ca_system_score_codex":0.0005909336,"about_ca_system_score_gemma":0.00065730343,"threshold_uncertainty_score":0.5067877},"labels":[],"label_agreement":null},{"id":"W2005909964","doi":"10.1016/j.archoralbio.2011.04.005","title":"Face sensorimotor cortex and its neuroplasticity related to orofacial sensorimotor functions","year":2011,"lang":"en","type":"review","venue":"Archives of Oral Biology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":159,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Orofacial pain; Neuroplasticity; Somatosensory system; Swallowing; Psychology; Physical medicine and rehabilitation; Neuroscience; Primary motor cortex; Medicine; Rehabilitation; Motor cortex; Physical therapy","score_opus":0.10203049246650722,"score_gpt":0.4337677544609325,"score_spread":0.3317372619944253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005909964","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034508458,0.92476445,0.0012223155,0.00027877418,0.0073887245,0.00943544,0.0017306631,0.00035295394,0.051375806],"genre_scores_gemma":[0.0006385704,0.98440254,0.0006530727,0.00013688982,0.00013683194,0.00022027796,0.0002550512,0.000061445244,0.01349535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996427,0.0012172596,0.0010061107,0.00065481244,0.00007784591,0.0006169768],"domain_scores_gemma":[0.99782765,0.00096092146,0.00055318617,0.00035798232,0.00005297477,0.00024727234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020281998,0.00044559845,0.0015764085,0.0003768168,0.00030638408,0.0000041297394,0.00029096782,0.00037638342,0.000479827],"category_scores_gemma":[0.0002502672,0.00034518892,0.00022325506,0.00021356576,0.00015243582,0.000045207904,0.0006573446,0.0008248274,0.00076279277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021706794,0.00021052727,0.0015852744,0.012471706,0.001180603,0.000024498044,0.0009669524,7.510971e-7,0.00017407333,0.037074137,0.003661065,0.94243336],"study_design_scores_gemma":[0.00037014234,0.00047912545,0.0021331601,0.0010287785,0.00058655057,0.0000041004105,0.0000718082,0.0000130886465,6.1843764e-7,0.00020295804,0.99481076,0.00029892137],"about_ca_topic_score_codex":0.00007544108,"about_ca_topic_score_gemma":0.000022252043,"teacher_disagreement_score":0.99114966,"about_ca_system_score_codex":0.00003028066,"about_ca_system_score_gemma":0.00021823544,"threshold_uncertainty_score":0.9999},"labels":[],"label_agreement":null},{"id":"W2006321649","doi":"10.1007/s004550000044","title":"Oropharyngeal Dysphagia in Esophageal Cancer Before and After Transhiatal Esophagectomy","year":2001,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Swallowing; Esophagectomy; Dysphagia; Esophageal cancer; Oropharyngeal dysphagia; Hyoid bone; Stage (stratigraphy); Head and neck cancer; Cancer; Abnormality; Surgery; Internal medicine","score_opus":0.017747536911216496,"score_gpt":0.3599705134849361,"score_spread":0.3422229765737196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006321649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97767025,0.0032481777,0.00025623656,0.0019189583,0.0019050711,0.0019458082,0.00008027977,0.00026810172,0.012707138],"genre_scores_gemma":[0.9762909,0.00073843973,0.00054480135,0.0026126404,0.0004882848,0.0013903285,0.00006328742,0.00009764963,0.017773692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959068,0.000354973,0.00093439885,0.0008550359,0.0005194473,0.0014293961],"domain_scores_gemma":[0.9986307,0.00016317454,0.00020547332,0.0005064047,0.00009796255,0.00039627543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072360167,0.00052803085,0.00067796285,0.00036436482,0.00043368107,0.000044729044,0.0003647313,0.000352036,0.007436776],"category_scores_gemma":[0.00003284225,0.0004865753,0.000103659186,0.00069644715,0.00019450259,0.0006645823,0.0002708762,0.001080893,0.00051712786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005071578,0.00020705297,0.9698192,0.00036276446,0.00019246171,0.0014604867,0.0045689307,0.0000122084775,0.000058140486,0.0025347718,0.0040388345,0.016237983],"study_design_scores_gemma":[0.0047672517,0.00015726412,0.96171814,0.00018142747,0.00015288002,0.000011773078,0.00089122663,0.00055291323,0.000024042018,0.00078921026,0.030281996,0.00047190188],"about_ca_topic_score_codex":0.001014007,"about_ca_topic_score_gemma":0.007428398,"teacher_disagreement_score":0.026243161,"about_ca_system_score_codex":0.00033847467,"about_ca_system_score_gemma":0.00024248897,"threshold_uncertainty_score":0.9997586},"labels":[],"label_agreement":null},{"id":"W2007261054","doi":"10.1007/s00455-013-9459-8","title":"The Relationship Between Residue and Aspiration on the Subsequent Swallow: An Application of the Normalized Residue Ratio Scale","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":134,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Swallowing; Medicine; Bolus (digestion); Residue (chemistry); Dysphagia; Otorhinolaryngology; Penetration (warfare); Surgery; Mathematics","score_opus":0.05835326037155506,"score_gpt":0.3692590547935535,"score_spread":0.3109057944219984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007261054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96442914,0.000080460704,0.0017814607,0.018314587,0.00029549058,0.0041189166,0.000009871366,0.00006550128,0.01090455],"genre_scores_gemma":[0.99259746,0.000015334768,0.00014496704,0.0009662824,0.00015163593,0.0010364826,0.000041029056,0.000021876867,0.00502492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972972,0.0011155021,0.0005978576,0.00025786643,0.0004154537,0.00031607802],"domain_scores_gemma":[0.996555,0.0018672508,0.00044975727,0.00088097894,0.00017159292,0.00007543137],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017777397,0.00015868629,0.0001629771,0.000045384557,0.0020826368,0.00006311824,0.00042905277,0.00013391158,0.00010477772],"category_scores_gemma":[0.00029091566,0.00007934758,0.00004569474,0.00028109213,0.00016013843,0.00029479343,0.00015233138,0.00047386982,0.00019335361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030718336,0.000034941095,0.7912239,0.0000467011,0.000041564817,1.021016e-7,0.0013267699,0.000021873655,0.00051752105,0.1952668,0.0088700205,0.0026191298],"study_design_scores_gemma":[0.00045810358,0.00007451727,0.980277,0.000039798484,0.00005893739,1.1381719e-7,0.0010049517,0.00058636634,0.00048259582,0.010953141,0.005969169,0.000095291754],"about_ca_topic_score_codex":0.00097277295,"about_ca_topic_score_gemma":0.0014752627,"teacher_disagreement_score":0.18905315,"about_ca_system_score_codex":0.00009278683,"about_ca_system_score_gemma":0.00010563183,"threshold_uncertainty_score":0.9992165},"labels":[],"label_agreement":null},{"id":"W2007380919","doi":"10.1016/j.apmr.2014.11.022","title":"Respiratory-Swallow Training in Patients With Head and Neck Cancer","year":2014,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Head and neck cancer; Medicine; Head and neck; Head (geology); Respiratory system; Rehabilitation; Physical medicine and rehabilitation; Cancer; Physical therapy; Surgery; Internal medicine; Geology","score_opus":0.02377728058690979,"score_gpt":0.38116690967088607,"score_spread":0.35738962908397626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007380919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926132,0.000030443704,0.00013289008,0.0021291813,0.000043125663,0.00042612094,9.237598e-7,0.000008499806,0.004615624],"genre_scores_gemma":[0.998785,0.0000065471036,0.00070821826,0.0002952984,0.000090329726,0.00005799361,0.0000040055984,0.0000063477723,0.00004626047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923295,0.0001750507,0.00018800804,0.00015000493,0.00012426446,0.000129718],"domain_scores_gemma":[0.9978637,0.0018991361,0.00008316236,0.00007858487,0.000023154793,0.000052271185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636398,0.00007041874,0.00020522933,0.00009986102,0.00006695136,9.324859e-7,0.000028594915,0.00001628568,0.000006362813],"category_scores_gemma":[0.00022196764,0.00004456103,0.00001190339,0.0000730638,0.00021773565,0.00006663862,0.000026587104,0.00011890184,3.989535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018050203,0.00009339526,0.7992386,0.00051556743,0.000016872145,7.3479846e-8,0.060315937,0.000010517326,0.00021140934,0.02037453,0.00009588812,0.11894669],"study_design_scores_gemma":[0.002939768,0.0025261322,0.9795726,0.0010619123,0.000019071116,2.702052e-9,0.0036749342,0.0005828415,0.0000011013515,0.00821095,0.0013591086,0.0000515689],"about_ca_topic_score_codex":0.00013060523,"about_ca_topic_score_gemma":0.00014520306,"teacher_disagreement_score":0.18033399,"about_ca_system_score_codex":0.000007670819,"about_ca_system_score_gemma":0.000022838609,"threshold_uncertainty_score":0.18171461},"labels":[],"label_agreement":null},{"id":"W2008490407","doi":"10.1002/mds.20130","title":"Prevalence of spontaneous oral dyskinesia in the elderly: A reappraisal","year":2004,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Tardive dyskinesia; Medicine; Dyskinesia; Odds ratio; Confidence interval; Masticatory force; Internal medicine; Psychiatry; Pediatrics; Parkinson's disease; Dentistry; Disease; Schizophrenia (object-oriented programming)","score_opus":0.021756022186436765,"score_gpt":0.36870783688739206,"score_spread":0.3469518147009553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008490407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9206147,0.00014761116,0.0014262351,0.011011656,0.0004404905,0.0023314103,0.000012627954,0.00005948585,0.06395573],"genre_scores_gemma":[0.9944726,0.00021285994,0.0003953339,0.0029050387,0.00002492101,0.00028915942,0.000010058289,0.000014895694,0.001675108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833816,0.00020798601,0.00043847054,0.00022298393,0.00038059408,0.00041182712],"domain_scores_gemma":[0.9992902,0.00013275517,0.00015935654,0.00035808398,0.000027163209,0.00003238601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006998966,0.00014470324,0.0001687928,0.00009723959,0.00015405801,0.000006757866,0.00036329855,0.00006106661,0.000356632],"category_scores_gemma":[0.000041750536,0.00010452787,0.00005386768,0.0002580237,0.00005513322,0.00009640316,0.000094522155,0.00023895134,0.000044444692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004344224,0.0027466244,0.537174,0.002738431,0.0001983499,0.00023516943,0.023401778,0.0025724513,0.00052624324,0.38373485,0.027816668,0.01842101],"study_design_scores_gemma":[0.0070138476,0.0012036198,0.86367005,0.00046793363,0.00012953712,6.7797856e-7,0.02645997,0.00015681688,0.000019287721,0.076739445,0.023664542,0.00047427375],"about_ca_topic_score_codex":0.0016419145,"about_ca_topic_score_gemma":0.004280569,"teacher_disagreement_score":0.32649603,"about_ca_system_score_codex":0.0000765889,"about_ca_system_score_gemma":0.00010398302,"threshold_uncertainty_score":0.42625228},"labels":[],"label_agreement":null},{"id":"W2010257821","doi":"10.1109/tbme.2010.2080677","title":"Acoustical Modeling of Swallowing Mechanism","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; University of Manitoba","funders":"","keywords":"Swallowing; Dysphagia; Mechanism (biology); Computer science; Cerebral palsy; Physical medicine and rehabilitation; Medicine; Surgery","score_opus":0.02158028717029456,"score_gpt":0.32944798931437375,"score_spread":0.3078677021440792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010257821","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05047537,0.0000025421969,0.9442225,0.00027831268,0.0038261658,0.00025485543,0.00000906698,0.00020658909,0.00072457787],"genre_scores_gemma":[0.9845021,0.000014393357,0.014843831,0.00010334217,0.00013956836,0.000075505806,0.000002817293,0.000029688152,0.00028878072],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986187,0.000022692548,0.00041711758,0.00019657689,0.00035998828,0.00038488954],"domain_scores_gemma":[0.99930894,0.00018868537,0.000037219714,0.00021940269,0.000044472246,0.00020128203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000389136,0.00014170205,0.00020983072,0.00024263069,0.00017283953,0.000004538428,0.00015734765,0.000224877,0.00061859237],"category_scores_gemma":[0.000023888248,0.00013013967,0.00008928629,0.00023168212,0.000028182096,0.0000812046,0.000003885987,0.0010489407,0.00006946654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008549117,0.00086010114,0.0000128412,0.000879967,0.00045526528,0.00003599962,0.001163941,0.20640804,0.74069107,0.02835671,0.0003528294,0.020697726],"study_design_scores_gemma":[0.00058794586,0.000061707404,0.000012654818,0.00010920866,0.000060514187,8.89429e-7,0.00017269875,0.9949636,0.002354046,0.0001767623,0.0013582875,0.00014172422],"about_ca_topic_score_codex":0.000029047775,"about_ca_topic_score_gemma":0.000006531728,"teacher_disagreement_score":0.9340267,"about_ca_system_score_codex":0.000044530403,"about_ca_system_score_gemma":0.0000685775,"threshold_uncertainty_score":0.6773153},"labels":[],"label_agreement":null},{"id":"W2011446588","doi":"10.1212/wnl.56.4.502","title":"Assessment of aspiration risk in stroke patients with quantification of voluntary cough","year":2001,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Swallowing; Internal medicine; Univariate analysis; Logistic regression; Anesthesia; Surgery; Multivariate analysis","score_opus":0.0317712984915585,"score_gpt":0.37636283745077737,"score_spread":0.34459153895921885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011446588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990049,0.0000046795944,0.0027085436,0.0003682415,0.00027069892,0.00069990964,0.00001686221,0.0000146559905,0.0058673914],"genre_scores_gemma":[0.998807,0.000042275937,0.00050611596,0.00035407583,0.000017174216,0.000044964363,0.000060271257,0.000009752876,0.00015837043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985646,0.00042446965,0.00045090416,0.00018271968,0.00019323592,0.00018407077],"domain_scores_gemma":[0.9989791,0.00015745568,0.00047944474,0.00023487434,0.00012708761,0.000022064774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034871273,0.00007716444,0.0001961151,0.0001489777,0.00005784864,0.000001019501,0.00009382096,0.00008431199,0.00014476902],"category_scores_gemma":[0.00002067695,0.00006642279,0.000017810033,0.00014391444,0.0000388232,0.00009199148,0.000044771223,0.00020509573,0.000006349821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023601059,0.00028858127,0.99349475,0.000043259166,0.000019506333,0.0000018543204,0.00009596646,0.00036686598,0.00020134081,0.0025432871,0.00015396264,0.0025546425],"study_design_scores_gemma":[0.0014950014,0.0014782876,0.99236596,0.00001082984,0.000030406793,5.9003444e-8,0.000046116493,0.0018999128,0.000010408585,0.00008677679,0.0025312137,0.000045050954],"about_ca_topic_score_codex":0.00074128434,"about_ca_topic_score_gemma":0.0013889419,"teacher_disagreement_score":0.008757982,"about_ca_system_score_codex":0.00002866269,"about_ca_system_score_gemma":0.00007954281,"threshold_uncertainty_score":0.27086428},"labels":[],"label_agreement":null},{"id":"W2013340020","doi":"10.1007/s00221-006-0592-6","title":"Cerebral cortical processing of swallowing in older adults","year":2006,"lang":"en","type":"article","venue":"Experimental Brain Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; St Joseph's Health Centre; St Joseph's Health Care; Robarts Clinical Trials; Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Swallowing; Psychology; Functional magnetic resonance imaging; Premotor cortex; Saliva; Supplementary motor area; Postcentral gyrus; Audiology; Neuroscience; Medicine; Anatomy; Internal medicine","score_opus":0.07355296285900365,"score_gpt":0.5071159633886766,"score_spread":0.43356300052967295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013340020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304369,0.00044479873,0.00006325469,0.0011227443,0.0001481122,0.0012348874,0.0000023499808,0.000042498563,0.06650443],"genre_scores_gemma":[0.99318993,0.000001931831,0.0005820498,0.00017786924,0.00014442315,0.00032765284,0.000021772199,0.00002710842,0.0055272556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668527,0.0007409066,0.0005632096,0.00035084464,0.00081111456,0.0008486328],"domain_scores_gemma":[0.9990295,0.00048937113,0.000069868045,0.00022064417,0.00010246696,0.0000881142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019029266,0.00012408417,0.0002228574,0.00031390152,0.00039900257,0.00001817468,0.00024807465,0.00011223386,0.0010506462],"category_scores_gemma":[0.000109216955,0.00011507595,0.000046536472,0.0005122599,0.0001516978,0.0002041259,0.00038616176,0.0007548515,0.00009919084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011518301,0.0048806183,0.60974306,0.0016123714,0.000051492665,0.00018880455,0.026614323,0.000019607258,0.18070944,0.05433804,0.11385701,0.0068333824],"study_design_scores_gemma":[0.008740828,0.0003824514,0.84774595,0.0017199032,0.000005252677,9.587485e-7,0.087936506,0.0027251646,0.043958098,0.00064746535,0.005725267,0.00041217465],"about_ca_topic_score_codex":0.0013810352,"about_ca_topic_score_gemma":0.00013396112,"teacher_disagreement_score":0.23800285,"about_ca_system_score_codex":0.00033044018,"about_ca_system_score_gemma":0.00018900663,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W2014101191","doi":"10.1016/j.prrv.2006.04.077","title":"D2/195 – Effects of hypercapnia on non-nutritive swallowing","year":2006,"lang":"en","type":"article","venue":"Paediatric Respiratory Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Hypercapnia; Swallowing; Physical medicine and rehabilitation; Internal medicine; Dentistry; Respiratory system","score_opus":0.038216310939310695,"score_gpt":0.37742385085735836,"score_spread":0.33920753991804764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014101191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53864557,0.11948752,0.0016018775,0.0004494834,0.0058979946,0.01662333,0.000018388606,0.0003193857,0.3169565],"genre_scores_gemma":[0.9379784,0.023761963,0.0026914875,0.012792348,0.007075662,0.00452542,0.00005365666,0.00022576154,0.010895289],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620724,0.0010938424,0.001265837,0.00044219353,0.00041407775,0.0005768101],"domain_scores_gemma":[0.9975559,0.0009567336,0.00067271007,0.00058726285,0.00010848905,0.00011888042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019497934,0.0003129203,0.00085214776,0.0003051939,0.00031079253,0.000009851018,0.00031250546,0.00017570496,0.00016088203],"category_scores_gemma":[0.00037017083,0.000249014,0.00029694723,0.00068618,0.00002998523,0.00015122618,0.00015356283,0.0004906359,0.0015615853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012081447,0.0010607783,0.20205413,0.015972698,0.00014335211,0.000095777155,0.0005872265,0.000014820103,0.0068910616,0.008626298,0.6855521,0.07888091],"study_design_scores_gemma":[0.0016837824,0.00030648636,0.04826785,0.0007165539,0.0002040231,8.260319e-8,0.00007150853,0.000008915256,0.00037037986,0.00022086783,0.9478675,0.00028204342],"about_ca_topic_score_codex":0.000046032652,"about_ca_topic_score_gemma":0.000015149775,"teacher_disagreement_score":0.39933288,"about_ca_system_score_codex":0.00017655242,"about_ca_system_score_gemma":0.00013124757,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W2014338514","doi":"10.1186/cc5309","title":"Retrospective study of dysphagia following hospital discharge of intensive care patients","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dysphagia; Retrospective cohort study; Emergency medicine; Hospital discharge; Patient discharge; Intensive care; Intensive care medicine; MEDLINE; Internal medicine; Surgery","score_opus":0.025668338761934265,"score_gpt":0.4206490665278548,"score_spread":0.3949807277659205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014338514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830152,0.00020224725,0.00021514056,0.000087049935,0.0021050002,0.0015960638,0.000058168273,0.00004018209,0.012680996],"genre_scores_gemma":[0.9993593,0.0000011367135,0.00012560641,0.00021392814,0.0000799508,0.000051360526,0.000046811776,0.000026319452,0.000095592346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790436,0.00013235414,0.0006209657,0.00031647718,0.0005429513,0.00048287865],"domain_scores_gemma":[0.99537754,0.00019754868,0.00013039573,0.0003208052,0.0038408663,0.00013282995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022497243,0.00016819361,0.00042482952,0.00010926488,0.00024527634,0.0000047746903,0.00018514215,0.000113151706,0.0001186596],"category_scores_gemma":[0.0015424527,0.00014966876,0.0001245818,0.0002181402,0.00007831903,0.00013932452,0.00029729222,0.00036826168,0.000018837882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047296908,0.00032667685,0.9166135,0.0005578858,0.000090816546,0.0000182161,0.07654597,1.2347775e-7,0.00002442009,0.004766488,0.00063405506,0.00037453088],"study_design_scores_gemma":[0.0012433792,0.0009944362,0.51755387,0.00010897324,0.00014333976,1.0210493e-8,0.47964102,6.6188426e-7,0.0000604081,0.000080003185,0.00007815872,0.00009571313],"about_ca_topic_score_codex":0.00012495369,"about_ca_topic_score_gemma":0.00014467962,"teacher_disagreement_score":0.40309507,"about_ca_system_score_codex":0.00028259965,"about_ca_system_score_gemma":0.00005788209,"threshold_uncertainty_score":0.61033154},"labels":[],"label_agreement":null},{"id":"W2014958708","doi":"10.1016/j.jamda.2014.08.018","title":"Implementing Oral Care Practices and Policy Into Long-Term Care: The Brushing up on Mouth Care Project","year":2014,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Champion; Long-term care; Nursing; Health care; Intervention (counseling); Family medicine","score_opus":0.027345100885063384,"score_gpt":0.4603662700482764,"score_spread":0.43302116916321304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014958708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818674,0.00027389315,0.00006419084,0.013344877,0.001295774,0.00051588705,0.000004857352,0.000026441281,0.0026067032],"genre_scores_gemma":[0.9950229,0.00023128623,0.00011074851,0.0029710592,0.0013120921,0.000019102934,0.000008438379,0.000021805154,0.00030258673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952818,0.0020968593,0.00060362206,0.00016644492,0.0013766254,0.00047464107],"domain_scores_gemma":[0.9935089,0.0013781558,0.004380502,0.00020060217,0.0004005119,0.0001313572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002917611,0.00015839703,0.00036883168,0.0001379097,0.0011068279,0.00007357386,0.0004258972,0.00008213406,0.000026492105],"category_scores_gemma":[0.007468364,0.00008582407,0.00013385424,0.000394749,0.00007320041,0.000192229,0.00031657342,0.0009861989,0.0000039996044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049611182,0.00002041673,0.7849114,0.00015319942,0.00018886493,0.0000018529878,0.03953954,0.0000017559374,0.000028046357,0.00016065515,0.003968219,0.17097646],"study_design_scores_gemma":[0.00094982825,0.00023531586,0.8914426,0.0003740426,0.00027609602,0.0000010810116,0.0751482,0.000030270121,0.000027579656,0.00003311488,0.03135406,0.00012782124],"about_ca_topic_score_codex":0.005760274,"about_ca_topic_score_gemma":0.0029039262,"teacher_disagreement_score":0.17084864,"about_ca_system_score_codex":0.0015662134,"about_ca_system_score_gemma":0.0006955438,"threshold_uncertainty_score":0.8940869},"labels":[],"label_agreement":null},{"id":"W2015334195","doi":"10.1016/j.artmed.2011.03.002","title":"Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals","year":2011,"lang":"en","type":"article","venue":"Artificial Intelligence in Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Linear discriminant analysis; Medicine; Dysphagia; Airway; Bolus (digestion); Feature selection; Population; Artificial intelligence; Pattern recognition (psychology); Computer science; Radiology; Surgery","score_opus":0.22885358645389017,"score_gpt":0.4560850632255627,"score_spread":0.22723147677167252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015334195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634696,0.00015346619,0.013060012,0.0038786747,0.0006347202,0.001060588,0.000003237664,0.00004410388,0.0176956],"genre_scores_gemma":[0.9969722,0.00017571446,0.0009973058,0.0015703995,0.000107892076,0.000067105924,0.000008186419,0.000012646526,0.00008856096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980539,0.0002435671,0.00081206136,0.00028961003,0.00028109254,0.00031978046],"domain_scores_gemma":[0.99876267,0.0005588394,0.00024337646,0.00022004545,0.000089383844,0.0001256757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015358643,0.00014069151,0.00031353897,0.00039580453,0.00014209641,0.000003255344,0.00013118763,0.00011509693,0.0009580774],"category_scores_gemma":[0.0002596171,0.00011370889,0.000016341453,0.0003876272,0.00023149015,0.00011032545,0.000053591808,0.0003399879,0.000030055839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025554947,0.0010859793,0.49786067,0.0011416228,0.00006478974,0.000033930908,0.020988755,0.00007138844,0.008688501,0.15065563,0.0021353506,0.31471792],"study_design_scores_gemma":[0.0008731352,0.0035541926,0.86546683,0.0013458271,0.000084117375,7.785589e-7,0.034887403,0.06732303,0.0029011783,0.022167245,0.0009830552,0.000413232],"about_ca_topic_score_codex":0.000668522,"about_ca_topic_score_gemma":0.00050064403,"teacher_disagreement_score":0.36760613,"about_ca_system_score_codex":0.000048681384,"about_ca_system_score_gemma":0.000061126324,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W2015828083","doi":"10.1080/21551197.2014.927306","title":"In-House Pureed Food Production in Long-Term Care: Perspectives of Dietary Staff and Implications for Improvement","year":2014,"lang":"en","type":"article","venue":"Journal of Nutrition in Gerontology and Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"","keywords":"Medicine; Consistency (knowledge bases); Production (economics); Recipe; Food processing; Gerontology; Operations management; Food science; Engineering","score_opus":0.0333361820705485,"score_gpt":0.3784325923706562,"score_spread":0.3450964103001077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015828083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892534,0.0033097288,0.0010613697,0.0049147243,0.00043520235,0.0009711695,0.000006297162,0.0000050631943,0.0000430282],"genre_scores_gemma":[0.9950011,0.0031644937,0.0014398501,0.00005337086,0.00017975655,0.00013344566,0.0000037404122,0.000008193807,0.00001609297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988253,0.00015606704,0.0006238612,0.0001514497,0.000064785825,0.00017855104],"domain_scores_gemma":[0.99908143,0.00018253694,0.00042408265,0.00008837515,0.00018915172,0.000034412147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060937065,0.000082456056,0.00028481425,0.0004124534,0.00007591867,0.0000041984185,0.00005849029,0.00011884562,0.000003918265],"category_scores_gemma":[0.000112278714,0.00007779064,0.000030561594,0.00015234148,0.00004324209,0.00021069567,0.000032590888,0.00022679647,1.2358713e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013425597,0.0032676547,0.9333354,0.004107033,0.00009375128,0.0000049042715,0.0232165,0.00002081404,0.0031903596,0.009339349,0.0021268434,0.019954804],"study_design_scores_gemma":[0.005127562,0.0019360057,0.97101337,0.00015235443,0.000052212934,0.0000050345698,0.014709859,0.000010430349,0.00005151007,0.006452351,0.00039823135,0.000091093854],"about_ca_topic_score_codex":0.000023160092,"about_ca_topic_score_gemma":0.0013662227,"teacher_disagreement_score":0.03767793,"about_ca_system_score_codex":0.00014592372,"about_ca_system_score_gemma":0.000053801406,"threshold_uncertainty_score":0.31722102},"labels":[],"label_agreement":null},{"id":"W2016030114","doi":"10.1002/bjs.5760","title":"Risk factors in patients undergoing cricopharyngeal myotomy","year":2007,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cricopharyngeal myotomy; Dysphagia; Surgery; Respiratory distress; Complication; Myotomy; Retrospective cohort study; Esophagus; Achalasia","score_opus":0.04227943315076839,"score_gpt":0.3499407387660619,"score_spread":0.30766130561529353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016030114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99292916,0.00027128964,0.00032661916,0.000041797728,0.0025306018,0.00021637126,0.0000068343957,0.00001731768,0.0036599992],"genre_scores_gemma":[0.99802,0.00093213195,0.00017527207,0.00023408276,0.00023870189,0.000002295719,0.000008497814,0.000021979069,0.00036705937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739766,0.0003085909,0.0011875023,0.00012456387,0.00044822405,0.0005334417],"domain_scores_gemma":[0.996777,0.001888134,0.00087473675,0.00008394287,0.0002050777,0.00017109267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033411137,0.00011190078,0.00038218137,0.00041325678,0.0002651358,0.00002498415,0.0001292839,0.00009849544,0.00035857127],"category_scores_gemma":[0.00065304275,0.000120567645,0.00015093648,0.00028943026,0.000021884285,0.0004461046,0.00007108397,0.0007706734,0.000023732242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057402845,0.00018537974,0.95676726,0.00005899295,0.000050291936,0.0003274661,0.00017664845,0.0000044921594,0.0000015327504,0.000017929839,0.025401859,0.01695074],"study_design_scores_gemma":[0.0009650761,0.00003672778,0.99269444,0.0006247451,0.000026290818,0.0000033376905,0.0011035338,0.0000017588615,0.000007632288,0.0001460593,0.0042762766,0.0001141132],"about_ca_topic_score_codex":0.0004278012,"about_ca_topic_score_gemma":0.00045320689,"teacher_disagreement_score":0.035927184,"about_ca_system_score_codex":0.00026552298,"about_ca_system_score_gemma":0.0002307907,"threshold_uncertainty_score":0.49166057},"labels":[],"label_agreement":null},{"id":"W2016617923","doi":"10.1007/s004550000033","title":"Assessment of Ingestive and Oral Praxis Skills: Children with Cerebral Palsy vs. Controls","year":2000,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Cerebral palsy; Dysphagia; Praxis; Inter-rater reliability; Pediatrics; Physical therapy; Developmental psychology; Psychology; Surgery; Rating scale","score_opus":0.012358768114029708,"score_gpt":0.3528072576884326,"score_spread":0.3404484895744029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016617923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414212,0.00015472494,0.00049260753,0.00078749406,0.00017491121,0.002129065,0.00006286927,0.00012177099,0.054655366],"genre_scores_gemma":[0.9849636,0.00014308185,0.0050638868,0.0011758173,0.00008511519,0.0002309544,0.00007353,0.00003911751,0.00822493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976869,0.00035432202,0.0005435858,0.00043111114,0.00040045482,0.0005836055],"domain_scores_gemma":[0.99881345,0.0002222502,0.00029062407,0.00037139104,0.00012249254,0.00017977532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061996287,0.00027738308,0.00054666883,0.00010285474,0.00033179464,0.000021310927,0.00019736597,0.00013692107,0.0034943328],"category_scores_gemma":[0.000028760638,0.00021116436,0.00004666056,0.00022976621,0.00015168186,0.00026075254,0.00011167439,0.00045017045,0.00008558845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014143101,0.00027405767,0.9726485,0.000099197016,0.0005449504,0.000008700405,0.0006733949,0.000023227783,0.000017855977,0.006343815,0.004868074,0.014356768],"study_design_scores_gemma":[0.0044112084,0.0005481942,0.9834881,0.00015382607,0.00021299574,0.0000028763523,0.00025520456,0.00017547123,0.000017545124,0.00022587198,0.010265652,0.00024305929],"about_ca_topic_score_codex":0.00035837313,"about_ca_topic_score_gemma":0.00018201771,"teacher_disagreement_score":0.046430435,"about_ca_system_score_codex":0.00009194664,"about_ca_system_score_gemma":0.00020112732,"threshold_uncertainty_score":0.9974166},"labels":[],"label_agreement":null},{"id":"W2016845523","doi":"10.2310/7070.2001.20174","title":"Detection, Evaluation, and Management of Aspiration in Rehabilitation Hospitals: Role of the Otolaryngologist—Head and Neck Surgeon","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Otorhinolaryngology; Rehabilitation; Swallowing; Aspiration pneumonia; Acute care; Speech-Language Pathology; Physical therapy; Pneumonia; Health care; Surgery","score_opus":0.024197479073791855,"score_gpt":0.3569735242472786,"score_spread":0.3327760451734867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016845523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443424,0.0010133195,0.00019826832,0.0016461079,0.0002588397,0.001204239,7.2523153e-7,0.0000041043086,0.0012401425],"genre_scores_gemma":[0.99877834,0.0007272487,0.00025043034,0.000106321495,0.000027166616,0.00003612807,8.6084196e-7,0.000007475239,0.00006604079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719137,0.0013900659,0.0008550218,0.00010189179,0.00029156407,0.0001701034],"domain_scores_gemma":[0.99797434,0.00048960745,0.0009411003,0.00021903345,0.00034713867,0.000028774697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004609839,0.0000953451,0.0002683505,0.00016937968,0.00016335613,0.000003357066,0.0001662183,0.000093193485,0.000047950805],"category_scores_gemma":[0.0002462233,0.000058703932,0.000043151318,0.00029288718,0.00015802839,0.00018850075,0.00013113755,0.00027554377,0.0000012480787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033836425,0.00010138118,0.98039836,0.00024883627,0.000105177896,0.0000020537248,0.0025733856,0.0001366162,0.0012799415,0.0027052423,0.00009763485,0.01201301],"study_design_scores_gemma":[0.0013986069,0.0006556159,0.98661083,0.00021053672,0.00016102144,0.000014482867,0.0032719197,0.0007015045,0.00009231924,0.00582004,0.001013842,0.00004925576],"about_ca_topic_score_codex":0.00021415396,"about_ca_topic_score_gemma":0.0006503116,"teacher_disagreement_score":0.011963754,"about_ca_system_score_codex":0.000076770855,"about_ca_system_score_gemma":0.00006196154,"threshold_uncertainty_score":0.23938769},"labels":[],"label_agreement":null},{"id":"W2016864530","doi":"10.1007/s00455-005-0021-1","title":"Oropharyngeal Stimulation with Air-Pulse Trains Increases Swallowing Frequency in Healthy Adults","year":2005,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Swallowing; Medicine; Stimulation; Anesthesia; Pulse (music); Dysphagia; Otorhinolaryngology; Audiology; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.022838117209703683,"score_gpt":0.35691835602060623,"score_spread":0.33408023881090254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016864530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97020876,0.00029691265,0.0009131279,0.0025052323,0.00036615066,0.0018418215,0.000020738906,0.0002666329,0.023580622],"genre_scores_gemma":[0.9884813,0.000067961424,0.00527376,0.00415367,0.00036913625,0.0003114972,0.00015558641,0.0000563127,0.001130774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970278,0.0003549859,0.00075725256,0.0005194103,0.00045470233,0.00088585133],"domain_scores_gemma":[0.99875015,0.00025827507,0.00023365335,0.00039383164,0.00010975367,0.00025431087],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061478757,0.00030300376,0.00040648115,0.00028570186,0.00044391587,0.0000144221785,0.00023866598,0.00017020636,0.0015554366],"category_scores_gemma":[0.00007053992,0.00026263713,0.000053855274,0.00048164898,0.00004518423,0.0006719144,0.00009088958,0.00061390776,0.00052285776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004802919,0.0017980711,0.90115696,0.0010359088,0.00027357196,0.00033508,0.011368849,0.0036272383,0.00019358227,0.011628153,0.007242924,0.056536756],"study_design_scores_gemma":[0.013220909,0.0011040095,0.9630286,0.00065294397,0.000101512356,0.0000032595235,0.0027318175,0.006968611,0.000015628406,0.00028958215,0.011260401,0.00062274345],"about_ca_topic_score_codex":0.002634589,"about_ca_topic_score_gemma":0.008212729,"teacher_disagreement_score":0.061871637,"about_ca_system_score_codex":0.00055131887,"about_ca_system_score_gemma":0.0003629706,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W2018004468","doi":"10.1080/21551197.2014.943635","title":"Translational Advancements in Applications of Pureed Food","year":2014,"lang":"en","type":"editorial","venue":"Journal of Nutrition in Gerontology and Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; University of Waterloo","funders":"National Institute on Aging","keywords":"Medicine","score_opus":0.026680336128031078,"score_gpt":0.39558084560036005,"score_spread":0.368900509472329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018004468","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008333059,0.017435405,0.046891585,0.0032872758,0.91618294,0.004113631,0.00035342106,0.000022347038,0.0033803603],"genre_scores_gemma":[0.12041618,0.042578887,0.022139829,0.00031727532,0.8106809,0.0015165814,0.0009820416,0.00010831424,0.0012599917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972382,0.00039809296,0.0015441134,0.00017769766,0.000393417,0.00024843414],"domain_scores_gemma":[0.99665976,0.0012873902,0.0014760282,0.00012305951,0.00039615904,0.000057617097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013205026,0.00016009908,0.0006783226,0.00078870566,0.000080536214,0.00000442805,0.00019058562,0.00077850383,0.0000716202],"category_scores_gemma":[0.00018188769,0.00015876828,0.0000782261,0.0002798141,0.00005148716,0.00015103424,0.00003675125,0.0011362053,0.0000022519027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006958142,0.0012722726,0.017008048,0.0033357865,0.0001278205,0.00000974894,0.0007403894,0.000025223957,0.000013810032,0.0043130396,0.9684131,0.0040449253],"study_design_scores_gemma":[0.0077949185,0.0005017785,0.00798547,0.000464689,0.00011768439,0.0000014966204,0.0005060813,0.000014329621,0.0000010068865,0.013291473,0.96916825,0.00015283265],"about_ca_topic_score_codex":0.00001614823,"about_ca_topic_score_gemma":0.0004615269,"teacher_disagreement_score":0.112083115,"about_ca_system_score_codex":0.0001305563,"about_ca_system_score_gemma":0.0002940097,"threshold_uncertainty_score":0.6474382},"labels":[],"label_agreement":null},{"id":"W2018825896","doi":"10.1002/mds.23690","title":"Tongue control for swallowing in Parkinson's disease: Effects of age, rate, and stimulus consistency","year":2011,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Parkinson's disease; Swallowing; Tongue; Medicine; Disease; Movement disorders; Physical medicine and rehabilitation; Dysphagia; Stimulus (psychology); Audiology; Psychology; Surgery; Pathology; Cognitive psychology","score_opus":0.022726608741907177,"score_gpt":0.3266558930773774,"score_spread":0.30392928433547023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018825896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94233125,0.0017954841,0.016272234,0.0020085045,0.0016032316,0.012888151,0.000060911192,0.0001284206,0.022911815],"genre_scores_gemma":[0.9939352,0.00020971552,0.00037989306,0.0029885378,0.00001604582,0.0012568494,0.000016391024,0.000022296843,0.0011750173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859685,0.00018684696,0.00040287038,0.00026998433,0.00012931442,0.00041411692],"domain_scores_gemma":[0.9990662,0.00044227493,0.00014790143,0.000203889,0.000033630844,0.00010614123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047809616,0.000162624,0.00029428976,0.00012264936,0.00015989602,0.0000053388394,0.000109588575,0.000054589964,0.00007969099],"category_scores_gemma":[0.00013154559,0.0001515142,0.00006488836,0.00010132137,0.000058916874,0.00010509418,0.00007974314,0.0001090339,0.0000033594915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005162555,0.0007971243,0.9525243,0.0028598832,0.00024902882,0.000024194143,0.0024508724,0.000022534183,0.00034449217,0.028590076,0.0062278444,0.0053933985],"study_design_scores_gemma":[0.008817119,0.00021968274,0.94869405,0.00031005076,0.00015409144,1.7928484e-9,0.0016318427,0.0006696327,0.000036674843,0.03233025,0.0069074533,0.00022918258],"about_ca_topic_score_codex":0.00043210736,"about_ca_topic_score_gemma":0.0007565054,"teacher_disagreement_score":0.051604003,"about_ca_system_score_codex":0.00006024237,"about_ca_system_score_gemma":0.000066126886,"threshold_uncertainty_score":0.617857},"labels":[],"label_agreement":null},{"id":"W2020081392","doi":"10.1044/1092-4388(2004/027)","title":"Use of Electromagnetic Midsagittal Articulography in the Study of Swallowing","year":2004,"lang":"en","type":"review","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Articulator; Kinematics; Swallowing; Tongue; Movement (music); Phonation; Audiology; Psychology; Medicine; Orthodontics; Acoustics; Physics; Surgery","score_opus":0.26711860698282686,"score_gpt":0.5422408640245364,"score_spread":0.27512225704170956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020081392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32372195,0.6742109,0.0000017729941,0.000073425304,0.000073177755,0.0015307054,0.0000015244823,0.0000029057555,0.0003836619],"genre_scores_gemma":[0.053310692,0.9457697,0.00038318927,0.000013570777,0.00016091214,0.000035426016,0.0000021571493,0.000025711286,0.0002986344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955397,0.0015003168,0.0012847284,0.0001682752,0.0010295215,0.00047742066],"domain_scores_gemma":[0.99743414,0.0013849585,0.0005533728,0.0003121522,0.00024306802,0.00007230907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006124331,0.00016446823,0.0010782388,0.0012403083,0.0001556933,0.000034148605,0.00040030372,0.00014422802,0.000051665716],"category_scores_gemma":[0.00029696777,0.000097360804,0.00020497729,0.0009879317,0.00007529006,0.00014123863,0.00024054796,0.002274254,0.0000025456727],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014607591,0.002326846,0.011772943,0.060171153,0.0010606946,0.0020949757,0.04645933,0.0000034818129,0.00020849639,0.00046343103,0.00079596636,0.87449664],"study_design_scores_gemma":[0.009815014,0.019433914,0.07252327,0.20922647,0.0038153203,0.00026813705,0.32747215,0.000010969783,0.000046510242,0.0008420347,0.3554292,0.001117011],"about_ca_topic_score_codex":0.0010793485,"about_ca_topic_score_gemma":0.0002437005,"teacher_disagreement_score":0.8733796,"about_ca_system_score_codex":0.000116384115,"about_ca_system_score_gemma":0.00043245693,"threshold_uncertainty_score":0.98806286},"labels":[],"label_agreement":null},{"id":"W2020611728","doi":"10.1053/j.gastro.2009.11.068","title":"A Rare Cause of Food Bolus Obstruction","year":2010,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Dysphagia; Esophagus; Diverticulum (mollusc); Bolus (digestion); Barium meal; Anatomy; Swallowing; Surgery; Radiology","score_opus":0.028592886268022755,"score_gpt":0.35394645411996806,"score_spread":0.3253535678519453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020611728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911938,0.000004995394,0.001476081,0.0008087326,0.0029083807,0.00037235694,0.000014907391,0.00005844543,0.0031623496],"genre_scores_gemma":[0.9968646,0.0000062984836,0.0012552652,0.00081944437,0.00016944834,0.00007931145,0.000020571022,0.000012791002,0.0007722258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988694,0.0001421277,0.0003278251,0.00017158403,0.00010046627,0.00038858867],"domain_scores_gemma":[0.9993439,0.000040991796,0.00019656285,0.0002804648,0.00007184226,0.000066261884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018992789,0.00009327987,0.0001914256,0.00010019599,0.00012112621,0.0000019360803,0.0001438739,0.00010873779,0.0009427386],"category_scores_gemma":[0.000032925363,0.00008601583,0.00004540804,0.000054729342,0.000061147206,0.000068846595,0.00014238874,0.0004365039,0.000074765216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021217219,0.00007827113,0.97172356,0.00008760585,0.00010658787,0.0000054509505,0.00039862987,0.0000019127237,0.006116019,0.0087155225,0.011544718,0.001009572],"study_design_scores_gemma":[0.0028161812,0.0009620579,0.96885335,0.000021710779,0.00009455274,0.000012580504,0.0006952986,0.000047665737,0.00023274348,0.0014201627,0.024760509,0.000083191226],"about_ca_topic_score_codex":0.00002794727,"about_ca_topic_score_gemma":0.0010930875,"teacher_disagreement_score":0.013215791,"about_ca_system_score_codex":0.000021143063,"about_ca_system_score_gemma":0.000029423316,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W2020855111","doi":"10.1016/j.parkreldis.2014.12.004","title":"Prevalence and clinical correlates of drooling in Parkinson disease: A study on 518 Chinese patients","year":2014,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Drooling; Dysarthria; Parkinson's disease; Dysphagia; Montreal Cognitive Assessment; Rating scale; Hamd; Hamilton Anxiety Rating Scale; Medicine; Severity of illness; Physical therapy; Anxiety; Internal medicine; Psychology; Psychiatry; Disease; Cognitive impairment; Surgery","score_opus":0.016575470282759835,"score_gpt":0.3752336308526038,"score_spread":0.35865816056984395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020855111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891823,0.00037473245,0.00005541261,0.00021317358,0.001090721,0.00225865,0.0000072842067,0.00008469631,0.006733013],"genre_scores_gemma":[0.99748427,0.0015220586,0.0000378076,0.000171691,0.00003190687,0.00017359878,0.000017616305,0.000040475734,0.0005205517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996079,0.0012426921,0.0011683096,0.00061223604,0.00040977265,0.00048798902],"domain_scores_gemma":[0.9977307,0.0010728138,0.0004863209,0.0004466362,0.00005794995,0.00020559189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016063105,0.00028661243,0.00046376637,0.000218326,0.00027388617,0.000011814541,0.00024130475,0.00019230494,0.000105142026],"category_scores_gemma":[0.0007395483,0.00024365011,0.000092824965,0.0003116438,0.00011723152,0.00014287763,0.0002173091,0.00077441876,0.0000827919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002903804,0.0018788358,0.9795995,0.00018621114,0.00009523279,0.0000019236645,0.0018800648,0.00008855762,2.4002418e-7,0.00034522664,0.00018695605,0.01544691],"study_design_scores_gemma":[0.0057521435,0.00068713544,0.972298,0.00033154633,0.00012596771,2.1698353e-8,0.0006934865,0.0037839029,5.0088403e-8,0.0021051194,0.013988773,0.00023380846],"about_ca_topic_score_codex":0.000118490105,"about_ca_topic_score_gemma":0.00011542504,"teacher_disagreement_score":0.015213101,"about_ca_system_score_codex":0.000059268332,"about_ca_system_score_gemma":0.000060609567,"threshold_uncertainty_score":0.9935763},"labels":[],"label_agreement":null},{"id":"W2021298058","doi":"10.1016/j.jstrokecerebrovasdis.2012.11.013","title":"Dysphagia Screening and Hospital-acquired Pneumonia in Patients with Acute Ischemic Stroke: Findings from Get with the Guidelines–Stroke","year":2013,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Hospital-acquired pneumonia; Odds ratio; Pneumonia; Internal medicine; Ischemic stroke; Dyslipidemia; Physical therapy; Surgery; Ischemia; Disease","score_opus":0.009425537987489695,"score_gpt":0.27427298777614134,"score_spread":0.26484744978865166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021298058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487346,0.0010044517,0.00065215066,0.0020652818,0.00012769196,0.0009204687,0.00011712913,0.000018827315,0.00022052026],"genre_scores_gemma":[0.995309,0.00048956944,0.002000705,0.00065499765,0.00015641632,0.00006710104,0.000035905217,0.000040062285,0.001246273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767643,0.00014790085,0.0006591776,0.00030741544,0.0007267897,0.00048225577],"domain_scores_gemma":[0.99829495,0.00015126367,0.00053044234,0.00029756618,0.00043661214,0.00028914382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027691317,0.00031031723,0.0005167587,0.00015962547,0.0004094219,0.00011201691,0.00026466243,0.00009152033,0.00023695511],"category_scores_gemma":[0.00004429263,0.00017587439,0.000121212586,0.00013061475,0.00013204594,0.00077966467,0.00019105258,0.00038523052,0.000009324699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022680548,0.00013358421,0.98185694,0.000051542473,0.0014686458,0.000014340705,0.0003298844,0.000012975942,0.00017612832,0.0000103292,0.013140115,0.0025787125],"study_design_scores_gemma":[0.006691877,0.00054743217,0.9834854,0.00036480985,0.0010436442,0.0000021063195,0.003131349,0.000083526145,0.000028160133,0.0000126149625,0.0043635364,0.000245546],"about_ca_topic_score_codex":0.000292456,"about_ca_topic_score_gemma":0.000059846843,"teacher_disagreement_score":0.008776578,"about_ca_system_score_codex":0.00006257818,"about_ca_system_score_gemma":0.0001329758,"threshold_uncertainty_score":0.717195},"labels":[],"label_agreement":null},{"id":"W2021948019","doi":"10.1053/jscd.2002.123971","title":"Tracking clinical improvement of swallowing disorders after stroke","year":2002,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University; St Joseph's Health Care; University of Ottawa","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Enteral administration; Stroke (engine); Parenteral nutrition; Pediatrics; Physical therapy; Surgery","score_opus":0.02910126306233717,"score_gpt":0.35411457382403233,"score_spread":0.32501331076169515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021948019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99123645,0.004024957,0.0009103173,0.00042815087,0.00077762816,0.00037838233,0.00002820245,0.000014390182,0.0022015055],"genre_scores_gemma":[0.9926246,0.0043334505,0.0003116108,0.00033260338,0.00037123362,0.000017857745,0.0000019579368,0.000020794854,0.0019859183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754983,0.00020028767,0.0011705224,0.0001900086,0.0005438163,0.00034552062],"domain_scores_gemma":[0.9985204,0.00021290345,0.00062393176,0.00023278044,0.00015584411,0.00025414047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067682844,0.00017263864,0.00051643484,0.0001584539,0.00017132192,0.00002091515,0.00017362728,0.00009049577,0.0012798854],"category_scores_gemma":[0.000107816384,0.00013510666,0.00060150056,0.000078028424,0.00007726238,0.00034374077,0.0001248713,0.00039850597,0.000013724936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009310455,0.0005431132,0.93332666,0.000330842,0.0012023356,0.000010462304,0.0003193266,0.000008350209,0.00012707118,0.00009187145,0.0033288673,0.060618017],"study_design_scores_gemma":[0.0052891374,0.00082872185,0.9492893,0.00042458365,0.0015586355,0.0000016894163,0.004407625,0.00014134042,0.000047806,0.00015630819,0.03760895,0.00024587908],"about_ca_topic_score_codex":0.000018568815,"about_ca_topic_score_gemma":0.00001903733,"teacher_disagreement_score":0.060372137,"about_ca_system_score_codex":0.000047516864,"about_ca_system_score_gemma":0.000059905276,"threshold_uncertainty_score":0.9996331},"labels":[],"label_agreement":null},{"id":"W2023542620","doi":"10.1007/s00455-010-9301-5","title":"Sensory Input Pathways and Mechanisms in Swallowing: A Review","year":2010,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":324,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Swallowing; Sensory system; Medicine; Otorhinolaryngology; Mechanism (biology); Neuroscience; Physical medicine and rehabilitation; Psychology; Surgery","score_opus":0.10374726491661815,"score_gpt":0.4383324390349192,"score_spread":0.334585174118301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023542620","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001583646,0.96555674,0.00017912564,0.00018880963,0.002065973,0.0054099676,0.000043815056,0.00017123902,0.026382774],"genre_scores_gemma":[0.00000215403,0.9827227,0.0012187343,0.0024525258,0.0001923783,0.0015595832,0.0001946139,0.00013416006,0.011523134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99499923,0.0010495838,0.0016978922,0.00087614753,0.0004288351,0.0009483145],"domain_scores_gemma":[0.99740654,0.00055844133,0.0007801512,0.0009111488,0.0000743821,0.00026931585],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023808973,0.0007408964,0.002841079,0.00038737588,0.00030740284,0.00002552721,0.0004989448,0.0009384952,0.0010646416],"category_scores_gemma":[0.00024671617,0.0006008073,0.0003106205,0.0005060991,0.00005317451,0.00016312071,0.0006618255,0.0030739466,0.0014235146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024893739,0.000061898914,0.000014095098,0.16969892,0.00014253172,0.00017678915,0.00011774114,1.02708215e-8,0.0000014207894,0.030372543,0.008599269,0.7908123],"study_design_scores_gemma":[0.00038417702,0.00003185544,0.000016258977,0.08470484,0.00088603183,0.000007929022,0.000049833656,0.0000032009448,9.708004e-8,0.0009813224,0.91243696,0.00049747207],"about_ca_topic_score_codex":0.00004303964,"about_ca_topic_score_gemma":0.00010091341,"teacher_disagreement_score":0.90383774,"about_ca_system_score_codex":0.00023576517,"about_ca_system_score_gemma":0.00064862747,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W2023871591","doi":"10.1007/s12070-009-0066-9","title":"Staple-assisted endoscopic management of Zenker’s diverticula: a role in the geriatric population","year":2009,"lang":"en","type":"article","venue":"Indian Journal of Otolaryngology and Head & Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Head and neck surgery; Surgery; Zenker's diverticulum; Endoscopy; General surgery; Dysphagia","score_opus":0.029328886289174398,"score_gpt":0.3437004516298086,"score_spread":0.3143715653406342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023871591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506575,0.00089088595,0.00003523734,0.0018765199,0.0004264551,0.00047633387,0.0000019844,0.000007937152,0.0012188845],"genre_scores_gemma":[0.9979182,0.00057462626,0.00040416213,0.00090918056,0.000073880685,0.000014444842,0.000009894112,0.000007252147,0.0000883477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760807,0.00064911833,0.0009873498,0.00014052683,0.0002460667,0.000368878],"domain_scores_gemma":[0.99860495,0.00039965493,0.0006685836,0.00018099717,0.00006759769,0.00007819922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015991743,0.00013726196,0.00048743386,0.00048446277,0.00022960544,0.0000105574745,0.00017235847,0.00013359239,0.000107762375],"category_scores_gemma":[0.000039258983,0.00009918547,0.00011290081,0.00036275134,0.000033764558,0.00022158146,0.000047338835,0.00046737344,0.000007623409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019199114,0.00021899224,0.98540014,0.00025528445,0.00011277718,0.00075185637,0.0018584281,0.000004902991,0.00003460096,0.0016948289,0.0012544923,0.008221718],"study_design_scores_gemma":[0.0009517194,0.00016333965,0.9942468,0.00040279806,0.00009107738,0.00004251502,0.0016022136,0.000009096577,0.0000040996847,0.0014066775,0.0010034818,0.000076180935],"about_ca_topic_score_codex":0.00008370188,"about_ca_topic_score_gemma":0.000059444614,"teacher_disagreement_score":0.008846672,"about_ca_system_score_codex":0.000063546686,"about_ca_system_score_gemma":0.00008402818,"threshold_uncertainty_score":0.4044666},"labels":[],"label_agreement":null},{"id":"W2023971206","doi":"10.2340/16501977-0415","title":"A review of the relationship between dysphagia and malnutrition following stroke","year":2009,"lang":"en","type":"review","venue":"Journal of Rehabilitation Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":326,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Odds ratio; Dysphagia; Medicine; Confidence interval; Stroke (engine); Swallowing; Malnutrition; Odds; Rehabilitation; Internal medicine; Pediatrics; Physical therapy; Surgery; Logistic regression","score_opus":0.12102238992512883,"score_gpt":0.505554024357115,"score_spread":0.38453163443198624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023971206","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010533343,0.9879524,0.00015678002,0.008172496,0.00081325165,0.0020261884,0.000009416425,0.000007892083,0.0007562391],"genre_scores_gemma":[0.00022064184,0.9964755,0.0014931611,0.00051094725,0.0005149519,0.000034978122,0.000022447879,0.000019895304,0.0007074559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941503,0.0019914762,0.0028225093,0.00016163867,0.0006868282,0.0001872437],"domain_scores_gemma":[0.9865804,0.008873278,0.0037474523,0.00031879,0.00037327467,0.00010683087],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063410695,0.0002306486,0.0019745373,0.00037822113,0.00020744542,0.0000031950115,0.00026473857,0.00021270983,0.0000769231],"category_scores_gemma":[0.008664134,0.00012688116,0.00052358926,0.0005569014,0.000101897065,0.00017842451,0.000059591723,0.0011185684,0.000004635358],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000105043755,0.000051846342,0.030695403,0.44600853,0.00037766044,0.0000029588912,0.00065936823,7.452252e-8,3.4828187e-7,0.0018986799,0.0703756,0.44991902],"study_design_scores_gemma":[0.0005905353,0.0003428917,0.018946517,0.39840543,0.0028029378,0.000002702983,0.00028263548,9.493616e-8,6.26149e-9,0.0008943927,0.57766825,0.00006359887],"about_ca_topic_score_codex":0.00000516042,"about_ca_topic_score_gemma":0.0000017552255,"teacher_disagreement_score":0.5072927,"about_ca_system_score_codex":0.00025090826,"about_ca_system_score_gemma":0.00039340887,"threshold_uncertainty_score":0.9996863},"labels":[],"label_agreement":null},{"id":"W2024538600","doi":"10.1001/2013.jamaoto.247","title":"Electromyography in Children's Laryngeal Mobility Disorders","year":2012,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Vocal cord paralysis; Laryngology; Retrospective cohort study; Laryngeal paralysis; Anesthesia; Surgery; Larynx; Paralysis","score_opus":0.01678008935730517,"score_gpt":0.31785820420941296,"score_spread":0.3010781148521078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024538600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98830366,0.0011854161,0.000056003115,0.00044990494,0.00027445937,0.0007448378,0.00000801381,0.000049089645,0.008928643],"genre_scores_gemma":[0.99729466,0.0015293608,0.0003355691,0.00041221862,0.00007822449,0.00015682487,0.000058857277,0.00001853816,0.00011573494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757564,0.00061666826,0.00055002945,0.00028495374,0.00010870877,0.00086400536],"domain_scores_gemma":[0.9979632,0.0014160479,0.000175568,0.0002782124,0.000009373671,0.00015763742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006982812,0.00018910026,0.00051952386,0.00045397063,0.00020539665,0.000002475415,0.00011953134,0.00012146247,0.00011610729],"category_scores_gemma":[0.00006442597,0.00017395821,0.00013931698,0.00024292816,0.00024307819,0.00023044739,0.00017964766,0.00046608434,0.000011294995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121837424,0.00044904917,0.9908353,0.00017314196,0.000091552494,0.0000011888736,0.0006561936,2.2948663e-7,0.00017149745,0.0035448342,0.00041990046,0.0035352397],"study_design_scores_gemma":[0.0005326126,0.0000713583,0.994939,0.000082264894,0.000024707699,0.0000019863987,0.00009718895,0.000013453139,0.000023077217,0.002157237,0.0019041542,0.00015290796],"about_ca_topic_score_codex":0.00037195702,"about_ca_topic_score_gemma":0.00025726232,"teacher_disagreement_score":0.008991039,"about_ca_system_score_codex":0.0000113201395,"about_ca_system_score_gemma":0.00007190418,"threshold_uncertainty_score":0.709381},"labels":[],"label_agreement":null},{"id":"W2024649990","doi":"10.1080/21551197.2014.927305","title":"A Comparison of Liking of Pureed Food Between Two Groups of Older Adults","year":2014,"lang":"en","type":"article","venue":"Journal of Nutrition in Gerontology and Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"","keywords":"Medicine; Dysphagia; Population; Taste; Gerontology; Test (biology); Psychology; Environmental health; Surgery","score_opus":0.056193339314480215,"score_gpt":0.4228032281446245,"score_spread":0.3666098888301443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024649990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910806,0.0012990586,0.006007131,0.0004474681,0.00046014856,0.0003226214,0.0000076386605,0.0000035568876,0.00037177358],"genre_scores_gemma":[0.99617225,0.00027734548,0.0032843263,0.000029844326,0.00020590394,0.000008147677,0.0000052355904,0.000006405009,0.0000105416475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976757,0.00042330683,0.0014211829,0.0000964426,0.00019751508,0.00018584721],"domain_scores_gemma":[0.99699914,0.000668608,0.0018713457,0.00010547908,0.00030230125,0.0000531264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011469711,0.000093416005,0.0007284367,0.0003806166,0.00005753708,0.0000017418641,0.00012888195,0.00017929004,0.000032272714],"category_scores_gemma":[0.00012524227,0.000084255036,0.000077612414,0.0002002478,0.00006203266,0.000119567376,0.00005596418,0.00034678727,3.9615745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041510517,0.0007723501,0.9843044,0.0019327095,0.00009242355,0.000001354673,0.003507726,0.0000064673172,0.00020563106,0.004399748,0.0012446515,0.003117379],"study_design_scores_gemma":[0.012496131,0.0019971991,0.97150165,0.0011575776,0.00023752483,0.0000033258136,0.006368888,0.00015776842,0.00037801312,0.004625993,0.0009547206,0.00012123753],"about_ca_topic_score_codex":0.00003739751,"about_ca_topic_score_gemma":0.0001400181,"teacher_disagreement_score":0.012802833,"about_ca_system_score_codex":0.0000331025,"about_ca_system_score_gemma":0.00004348883,"threshold_uncertainty_score":0.34358206},"labels":[],"label_agreement":null},{"id":"W2025030727","doi":"10.1007/s00455-011-9366-9","title":"Outcomes of a Pilot Water Protocol Project in a Rehabilitation Setting","year":2011,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University of British Columbia; Holland Bloorview Kids Rehabilitation Hospital; GF Strong Rehabilitation Centre","funders":"","keywords":"Medicine; Protocol (science); Dysphagia; Swallowing; Confidence interval; Rehabilitation; Clinical trial; Adverse effect; Physical therapy; Fluid intake; Internal medicine; Surgery; Alternative medicine","score_opus":0.0860234181273987,"score_gpt":0.4381646209812711,"score_spread":0.3521412028538724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025030727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6015569,0.0000035652658,0.00039460513,0.00095891475,0.0006036328,0.24698979,0.000009630272,0.00023859768,0.14924438],"genre_scores_gemma":[0.80121976,3.6088244e-7,0.009394868,0.0003296359,0.000026085652,0.185308,0.000011218964,0.000030200952,0.0036798818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792886,0.00039332118,0.0007469607,0.00025113823,0.00021980732,0.00045992754],"domain_scores_gemma":[0.9991661,0.00019857619,0.0001967716,0.00030565853,0.00009519508,0.00003773399],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013151562,0.0001489042,0.00028464678,0.00024310073,0.00011069668,0.0000035360301,0.00016869733,0.000072407995,0.000942405],"category_scores_gemma":[0.00014180597,0.00010043128,0.000045948036,0.00018609175,0.000041839805,0.00021194485,0.00016160823,0.0002565109,0.00018975088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028234473,0.0005070911,0.9645986,0.00096392125,0.00006073836,0.0000069963808,0.023159144,8.290512e-7,0.0006090893,0.0050771036,0.0035927056,0.0011414535],"study_design_scores_gemma":[0.0037606168,0.00078389386,0.9749675,0.00019150933,0.000029017563,1.8437133e-7,0.0045066783,0.00008628652,0.0005834501,0.0024655499,0.012421265,0.00020408203],"about_ca_topic_score_codex":0.00090595684,"about_ca_topic_score_gemma":0.00027579517,"teacher_disagreement_score":0.19966286,"about_ca_system_score_codex":0.00009632133,"about_ca_system_score_gemma":0.00010229735,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W2025240927","doi":"10.1007/s00455-004-0006-5","title":"Influence of Bolus Consistency on Lingual Behaviors in Sequential Swallowing","year":2004,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Dysphagia; Tongue; Audiology; Anatomy; Surgery; Pathology","score_opus":0.03310974187196733,"score_gpt":0.4021465860069038,"score_spread":0.3690368441349364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025240927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817914,0.00005797568,0.00005204052,0.00029567903,0.00068041,0.0007660447,0.000008086348,0.000076587414,0.016271783],"genre_scores_gemma":[0.9974093,0.000021041793,0.0005087868,0.0008693728,0.00006014656,0.0000864078,0.000015633974,0.000024380251,0.0010049469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794304,0.00014233941,0.00072106393,0.00030997445,0.00036270785,0.00052085816],"domain_scores_gemma":[0.99912727,0.000115349714,0.00022740892,0.0003371388,0.000094560644,0.00009826777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055548217,0.00018217534,0.00031280128,0.00022627927,0.00020038598,0.00000700389,0.00023630034,0.00015635238,0.00021019239],"category_scores_gemma":[0.00012246777,0.00017926416,0.00006908639,0.00031137673,0.00007272747,0.00016757436,0.00014566671,0.0005231407,0.00028152208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005762004,0.0021712442,0.73362875,0.0011419578,0.00035406795,0.0010498671,0.021604767,0.038162462,0.023755653,0.16981697,0.0017824197,0.005955628],"study_design_scores_gemma":[0.009301667,0.0005572416,0.9685705,0.001521633,0.00019420212,0.0000024828018,0.0036382854,0.000046047735,0.0060879914,0.0035285074,0.0058629056,0.00068854867],"about_ca_topic_score_codex":0.00119455,"about_ca_topic_score_gemma":0.00035128574,"teacher_disagreement_score":0.23494172,"about_ca_system_score_codex":0.0002882359,"about_ca_system_score_gemma":0.0004131922,"threshold_uncertainty_score":0.731018},"labels":[],"label_agreement":null},{"id":"W2025268588","doi":"10.3402/ijch.v63i0.17870","title":"Speech language pathology services in Kivalliq Region of Nunavut, Canada","year":2004,"lang":"en","type":"review","venue":"International Journal of Circumpolar Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Referral; Service (business); Medicine; Speech-Language Pathology; Psychology; Family medicine; Business; Physical therapy","score_opus":0.047808094821029844,"score_gpt":0.4525191203200338,"score_spread":0.40471102549900395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025268588","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068183604,0.9916073,0.0001409685,0.0015980228,0.0043038507,0.000759824,0.00007813652,0.000009189909,0.00082085875],"genre_scores_gemma":[0.0025525263,0.99469566,0.0002842149,0.0014783964,0.00060525525,0.0000143453035,0.000088881905,0.000041382053,0.00023933884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948149,0.0009213055,0.002647091,0.00022965424,0.0009503077,0.00043679803],"domain_scores_gemma":[0.9944387,0.0003148107,0.0043771854,0.00026080254,0.00042038067,0.00018812565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016165957,0.00028224112,0.0016199006,0.0007369067,0.000071300325,0.00001033283,0.0010289133,0.00025070348,0.00012935472],"category_scores_gemma":[0.00009211753,0.00023866876,0.00025783695,0.0002417244,0.000027539061,0.00016123103,0.00016597666,0.001410305,0.000011941517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009183917,0.00042907195,0.0030583648,0.08167304,0.00090506335,0.0063421517,0.004536906,0.000018717936,0.0000015161445,0.005761261,0.0051003397,0.89208174],"study_design_scores_gemma":[0.0010486403,0.000119813405,0.0011483984,0.049947392,0.00011370873,0.00034363213,0.0013274049,0.0000015603886,2.5539188e-7,0.00035160498,0.9454139,0.00018373014],"about_ca_topic_score_codex":0.18625654,"about_ca_topic_score_gemma":0.35312185,"teacher_disagreement_score":0.9403135,"about_ca_system_score_codex":0.003501057,"about_ca_system_score_gemma":0.014873228,"threshold_uncertainty_score":0.9907115},"labels":[],"label_agreement":null},{"id":"W2025828421","doi":"10.1046/j.1365-2982.2001.00241.x","title":"Induction of cortical swallowing activity by transcranial magnetic stimulation in the anaesthetized cat","year":2001,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Swallowing; Transcranial magnetic stimulation; Brainstem; Motor cortex; Stimulation; Medicine; Anatomy; Neuroscience; Psychology; Internal medicine; Surgery","score_opus":0.033269584167011944,"score_gpt":0.3626181987289265,"score_spread":0.32934861456191455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025828421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935234,0.000005968793,0.0017885483,0.002892536,0.00043094682,0.00094424066,0.0000067417363,0.000037586797,0.00036998605],"genre_scores_gemma":[0.9988478,0.000019091498,0.00006677609,0.00087836897,0.000038014157,0.00007057384,0.000016186668,0.000010030153,0.000053176253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965325,0.002030199,0.00045103548,0.00030817895,0.00023888446,0.000439187],"domain_scores_gemma":[0.9992646,0.00019358487,0.00013785544,0.0003126733,0.00004152824,0.000049742364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009077963,0.00014239432,0.00026660555,0.00008076517,0.00018476126,0.00000482426,0.00020521172,0.000117300835,0.0002107661],"category_scores_gemma":[0.000058182322,0.00011574256,0.00007401092,0.00017483917,0.000117785916,0.00014121125,0.000047548943,0.00056643924,0.000009703542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002739516,0.00055815047,0.9873471,0.000027187984,0.000010810173,0.000010642791,0.0007061261,0.000037224014,0.007979728,0.000039039372,0.00031758464,0.00269243],"study_design_scores_gemma":[0.0023322506,0.00059614365,0.9947589,0.000008887201,0.000051322637,0.0000021666563,0.00026221285,0.001442213,0.000015095633,0.000069496884,0.00044396587,0.00001736396],"about_ca_topic_score_codex":0.000248435,"about_ca_topic_score_gemma":0.00046895858,"teacher_disagreement_score":0.0079646325,"about_ca_system_score_codex":0.000067235684,"about_ca_system_score_gemma":0.00002620387,"threshold_uncertainty_score":0.47198448},"labels":[],"label_agreement":null},{"id":"W2026789234","doi":"10.1007/s00455-002-0104-1","title":"The Rheology of Liquids: A Comparison of Clinicians? Subjective Impressions and Objective Measurement","year":2003,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; General Dynamics (Canada); University of Toronto","funders":"","keywords":"Rheology; Rheometer; Medicine; Viscosity; Consistency (knowledge bases); Dysphagia; Composite material; Surgery; Materials science; Computer science; Artificial intelligence","score_opus":0.0751419733295195,"score_gpt":0.43964800663679954,"score_spread":0.36450603330728004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026789234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80425906,0.007937827,0.010749933,0.0011218749,0.0037980315,0.004532369,0.000038470247,0.00011058558,0.16745181],"genre_scores_gemma":[0.9970532,0.0002569923,0.00048067508,0.00013390408,0.000027876999,0.00016921735,0.0000023959926,0.000018041621,0.0018576755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968189,0.0011249788,0.0009261987,0.0002779358,0.00041107545,0.0004409147],"domain_scores_gemma":[0.99711126,0.0011930233,0.00068972446,0.00039897658,0.00051532703,0.00009167025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002314023,0.00017502817,0.0004890978,0.000088769775,0.000582736,0.000004870171,0.00020008598,0.00015590341,0.00015273539],"category_scores_gemma":[0.00084738754,0.00012054284,0.000075766504,0.00022851731,0.00028915278,0.00007728357,0.00015500137,0.00043459932,0.000018447172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005895533,0.0006685382,0.51011366,0.00038102598,0.0011539494,0.0000030746796,0.014988834,0.000017694703,0.0035747383,0.4475589,0.013480423,0.0074696145],"study_design_scores_gemma":[0.007973418,0.0024665638,0.77922076,0.000797472,0.0009221701,0.000002295218,0.10470752,0.0010438564,0.015884707,0.012743988,0.07350119,0.00073607545],"about_ca_topic_score_codex":0.00015839604,"about_ca_topic_score_gemma":0.00043803893,"teacher_disagreement_score":0.4348149,"about_ca_system_score_codex":0.00010043184,"about_ca_system_score_gemma":0.00030162674,"threshold_uncertainty_score":0.49155945},"labels":[],"label_agreement":null},{"id":"W2027899277","doi":"10.1002/hed.21908","title":"Proceedings of the Integrative Neural Systems Underlying Vital Aerodigestive Tract Functions Conference, June 17–19, 2010: Work group summary and call to action","year":2011,"lang":"en","type":"article","venue":"Head & Neck","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Library science; Medicine; Gerontology; Computer science","score_opus":0.1645435595734084,"score_gpt":0.38537424369242745,"score_spread":0.22083068411901904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027899277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9312302,0.00009542321,0.00095323724,0.0015404796,0.0033118061,0.0027666802,0.000022463619,0.00011571417,0.059964012],"genre_scores_gemma":[0.9640307,0.000023371873,0.00018782605,0.0003217751,0.00008571331,0.00033210678,0.00001054128,0.000019681667,0.034988303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986121,0.000102289865,0.0004013803,0.0003028797,0.00021902956,0.00036233407],"domain_scores_gemma":[0.9990567,0.00012889974,0.000262921,0.0001463629,0.00022249292,0.00018264644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031873438,0.00019752837,0.00028251257,0.000112402784,0.00055990845,0.00002980215,0.00014739852,0.0001233597,0.000082545776],"category_scores_gemma":[0.00006922198,0.00013299767,0.00005539063,0.0003617243,0.00008222518,0.00037174806,0.00014428176,0.00053301844,0.00003090669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008921501,0.00066204893,0.51460683,0.0009547068,0.00032608618,0.0000064519827,0.038444143,0.000014192475,0.0030947067,0.050529875,0.38712257,0.0033462166],"study_design_scores_gemma":[0.0008150691,0.0003822857,0.9405545,0.0010593025,0.00014597521,0.0000034028374,0.041206155,0.00016360219,0.000020802629,0.00022873915,0.015182953,0.00023720626],"about_ca_topic_score_codex":0.0012470448,"about_ca_topic_score_gemma":0.0010042161,"teacher_disagreement_score":0.42594767,"about_ca_system_score_codex":0.00014469262,"about_ca_system_score_gemma":0.00009657223,"threshold_uncertainty_score":0.54234874},"labels":[],"label_agreement":null},{"id":"W2028128601","doi":"10.1007/s00455-009-9225-0","title":"Perceptions of Psychological Issues Related to Dysphagia Differ in Acute and Chronic Patients","year":2009,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dysphagia; Focus group; Grounded theory; Perception; Qualitative research; Otorhinolaryngology; Clinical psychology; Oropharyngeal dysphagia; Physical therapy; Psychiatry; Psychology; Surgery","score_opus":0.021221077741943855,"score_gpt":0.4317642290632716,"score_spread":0.41054315132132774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028128601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842634,0.0002001724,0.000094078256,0.0024066777,0.0005016779,0.0014335624,0.000023318244,0.00010138461,0.010975729],"genre_scores_gemma":[0.98710495,0.0003068285,0.00089447235,0.001423906,0.00003852327,0.000098418204,0.000065208485,0.00001997882,0.01004773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976445,0.00024673523,0.0007465825,0.00046756488,0.00028908416,0.0006055484],"domain_scores_gemma":[0.99908024,0.00007991953,0.00015730088,0.00038928105,0.00010040791,0.00019287018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003447843,0.00023860119,0.00042714784,0.00024742426,0.00020571912,0.000011330314,0.00023790091,0.00023930444,0.0015886726],"category_scores_gemma":[0.000050734496,0.0002034977,0.000052901592,0.0004704291,0.00006269788,0.00017409565,0.00015388224,0.0004919784,0.00042975473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024263897,0.0014164181,0.89301264,0.0001283284,0.00018876721,0.000037027698,0.0058729867,0.000018585966,0.004575744,0.013206398,0.04436369,0.036936786],"study_design_scores_gemma":[0.002245022,0.00085190433,0.98900133,0.00011015877,0.000061326624,5.602902e-7,0.00031655963,0.000079971556,0.00003544466,0.0014072753,0.0056815143,0.0002089124],"about_ca_topic_score_codex":0.000029645578,"about_ca_topic_score_gemma":0.00004364701,"teacher_disagreement_score":0.09598872,"about_ca_system_score_codex":0.00018435105,"about_ca_system_score_gemma":0.000032841755,"threshold_uncertainty_score":0.999324},"labels":[],"label_agreement":null},{"id":"W2028751975","doi":"10.1159/000324940","title":"MRI-Based Neuroanatomical Predictors of Dysphagia after Acute Ischemic Stroke: A Systematic Review and Meta-Analysis","year":2011,"lang":"en","type":"review","venue":"Cerebrovascular Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; McMaster University; University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Confidence interval; Relative risk; Incidence (geometry); Magnetic resonance imaging; Meta-analysis; Internal medicine; Radiology","score_opus":0.04762700191197786,"score_gpt":0.37190234894069263,"score_spread":0.32427534702871474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028751975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000030539431,0.9876881,0.00030110628,0.00004971728,0.00014440593,0.009659712,0.0016205234,0.00012483398,0.00040855055],"genre_scores_gemma":[0.00006317223,0.9872224,0.00013662886,0.0007556943,0.000037394744,0.008270167,0.0006661763,0.00013051774,0.002717866],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99207324,0.0027076514,0.002676065,0.0011253504,0.00072855374,0.0006891581],"domain_scores_gemma":[0.9944192,0.000537857,0.0019475552,0.0023459096,0.00024381978,0.00050564954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009091026,0.0010388759,0.012668578,0.0006582643,0.00017218423,0.00002675742,0.0007861969,0.00038952433,0.004033816],"category_scores_gemma":[0.0002151904,0.0006793729,0.00825721,0.0010148691,0.00016371971,0.00016019442,0.00052952487,0.00067166367,0.00015396754],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000477635,0.000102228434,0.00013765777,0.62388134,0.373177,0.000009781866,0.000011300444,1.3129082e-7,3.9818824e-9,0.00003835048,0.002535317,0.00010212019],"study_design_scores_gemma":[0.0002655494,0.000027695793,0.000053066724,0.02634967,0.85534257,0.0000010825586,0.000013068864,0.0000055347505,7.3182875e-8,0.0000035867834,0.11749822,0.0004398831],"about_ca_topic_score_codex":0.000032765976,"about_ca_topic_score_gemma":0.000013910154,"teacher_disagreement_score":0.5975317,"about_ca_system_score_codex":0.0001351105,"about_ca_system_score_gemma":0.0005879703,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W2029068943","doi":"10.1007/pl00021292","title":"Computer Measurement of Oral Movement in Swallowing","year":2001,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Artificial intelligence; Computer vision; Computer science; Tracking (education); Kinematics; Pixel; Template matching; Frame (networking); Pattern recognition (psychology); Image (mathematics); Physics","score_opus":0.07049070869099705,"score_gpt":0.3835702912279934,"score_spread":0.31307958253699636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029068943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83319736,0.00038346773,0.028910067,0.0025776343,0.003977893,0.003002016,0.000005623351,0.00021224354,0.1277337],"genre_scores_gemma":[0.99168855,0.00006345197,0.0036527351,0.0018981607,0.00009482284,0.00012666383,0.000009641739,0.000023856941,0.0024421108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765617,0.00021965192,0.00070339267,0.0002691514,0.000609653,0.00054200424],"domain_scores_gemma":[0.9992224,0.000054800916,0.00018074409,0.00031340544,0.00014071281,0.00008794253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015388022,0.00016699269,0.00032191328,0.00018269573,0.00012442021,0.000006743501,0.00022142539,0.00008676223,0.0011956095],"category_scores_gemma":[0.000023374407,0.00015355354,0.00006370464,0.00031382486,0.000024297788,0.00014252053,0.00020520283,0.0002797389,0.00024031664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016077794,0.00074578007,0.9012858,0.00038690266,0.00033710693,0.00012463875,0.002488366,0.00044082492,0.0020928031,0.018109495,0.039002996,0.03482447],"study_design_scores_gemma":[0.0057023023,0.00025415985,0.8149699,0.00053195696,0.000087475055,5.287933e-7,0.0014854248,0.004331484,0.00029231154,0.0015831332,0.1703227,0.00043859877],"about_ca_topic_score_codex":0.0005492521,"about_ca_topic_score_gemma":0.000631203,"teacher_disagreement_score":0.15849121,"about_ca_system_score_codex":0.0003352271,"about_ca_system_score_gemma":0.00010853895,"threshold_uncertainty_score":0.9997174},"labels":[],"label_agreement":null},{"id":"W2031144143","doi":"10.1179/016164107x171555","title":"Electric stimulation approaches to the restoration and rehabilitation of swallowing: a review","year":2007,"lang":"en","type":"review","venue":"Neurological Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Rehabilitation; Stimulation; Electric stimulation; Physical medicine and rehabilitation; Medicine; Electric stimulation therapy; Argument (complex analysis); Functional electrical stimulation; Physical therapy; Psychology; Neuroscience; Surgery","score_opus":0.6983578938489269,"score_gpt":0.6029555232478743,"score_spread":0.09540237060105261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031144143","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000656937,0.9800452,0.0002875257,0.0057657002,0.00011042045,0.008917535,0.0000024980106,0.000032401582,0.0047730096],"genre_scores_gemma":[0.00024996133,0.99659634,0.00038814128,0.00054352946,0.00013432672,0.0012542354,0.000034858564,0.000022131271,0.00077646866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913164,0.00575062,0.0009362837,0.0005099136,0.00095518195,0.00053163496],"domain_scores_gemma":[0.9886316,0.010246015,0.00026684598,0.00050409907,0.00023333759,0.0001181075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013681303,0.00019408546,0.00081813807,0.00045662318,0.00044522903,0.00001506205,0.00037691396,0.00031357617,0.00007465401],"category_scores_gemma":[0.0066602645,0.00010784372,0.00013543054,0.0017431777,0.00008294179,0.00006518667,0.00042167548,0.0017581302,0.00013265213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003719122,0.00006586778,0.00012353598,0.041178845,0.000023258533,0.000002775794,0.000104054096,0.0000018880165,3.0107427e-7,0.009826274,0.014932612,0.9337034],"study_design_scores_gemma":[0.000084725914,0.0008252131,0.0015096121,0.0059548374,0.00012405975,3.962003e-7,0.000020721773,0.00008460641,1.6000579e-8,0.00042550467,0.99088776,0.00008255985],"about_ca_topic_score_codex":0.000016485823,"about_ca_topic_score_gemma":0.000014273166,"teacher_disagreement_score":0.9759551,"about_ca_system_score_codex":0.00011208628,"about_ca_system_score_gemma":0.0002795301,"threshold_uncertainty_score":0.79734397},"labels":[],"label_agreement":null},{"id":"W2032475270","doi":"10.1002/hed.23066","title":"Fiber‐optic endoscopic evaluation of swallowing (FEES): Predictor of swallowing‐related complications in the head and neck cancer population","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Head and neck cancer; Aspiration pneumonia; Adverse effect; Population; Airway; Incidence (geometry); Airway obstruction; Gastrostomy; Cancer; Pneumonia; Surgery; Internal medicine","score_opus":0.08654883163989144,"score_gpt":0.43973406883097715,"score_spread":0.35318523719108574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032475270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98877525,0.0009598751,0.000022239754,0.0010643196,0.00039028577,0.0019883031,0.000011245594,0.000030330875,0.0067581534],"genre_scores_gemma":[0.99818057,0.000056523422,0.0005501127,0.00017568664,0.00006863378,0.00048510602,0.00008787611,0.00001723482,0.00037824837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767095,0.0005573051,0.0007087446,0.00018685227,0.00051684567,0.00035933126],"domain_scores_gemma":[0.9988997,0.00025820007,0.00030342172,0.0003347965,0.0001399762,0.00006389143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015685314,0.00013590223,0.00027111257,0.00014079157,0.00021627889,0.000006344616,0.00014135151,0.00010984589,0.00040709015],"category_scores_gemma":[0.0001029647,0.000109684304,0.000048238977,0.00033030997,0.00003359203,0.00028414957,0.00007179726,0.00025410348,0.000026874744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017149283,0.00021162955,0.9847953,0.00031703195,0.00006350127,1.9412211e-7,0.005635734,0.00022011956,0.00035719114,0.0052971775,0.00058179564,0.0025032142],"study_design_scores_gemma":[0.0018212802,0.000060681028,0.9906452,0.0006304874,0.00019551055,2.4315074e-7,0.0007543223,0.004215874,0.000015089901,0.0005099291,0.0010707356,0.00008064787],"about_ca_topic_score_codex":0.0021858448,"about_ca_topic_score_gemma":0.00060384406,"teacher_disagreement_score":0.009405332,"about_ca_system_score_codex":0.00019636053,"about_ca_system_score_gemma":0.00011661687,"threshold_uncertainty_score":0.44727963},"labels":[],"label_agreement":null},{"id":"W2033297302","doi":"10.1007/s00405-011-1756-y","title":"An exploratory study of the influence of clinico-demographic variables on swallowing and swallowing-related quality of life in a cohort of oral and oropharyngeal cancer patients treated with primary surgery","year":2011,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Swallowing; Quality of life (healthcare); Dysphagia; Mann–Whitney U test; Internal medicine; Cohort; Statistical significance; Surgery; Physical therapy; Gastroenterology","score_opus":0.04946755179181832,"score_gpt":0.32880875592493974,"score_spread":0.2793412041331214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033297302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613595,0.00009082153,0.000004890377,0.00001144221,0.00007956133,0.0015264202,0.00003570673,0.000014851711,0.0021003745],"genre_scores_gemma":[0.99941075,0.00020154926,0.00015198647,0.00010737342,0.0000049668106,0.000044963985,0.000019014346,0.000036554055,0.000022860142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265105,0.0045542894,0.0017771061,0.00042746443,0.00028603952,0.0003040566],"domain_scores_gemma":[0.99678695,0.0009886386,0.001458797,0.00054220826,0.00011689584,0.00010653725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825463,0.00024689583,0.0011822102,0.0004183581,0.00008956615,0.0000016777615,0.00035200757,0.000066833796,0.000022873279],"category_scores_gemma":[0.00022009634,0.00017848553,0.00008404265,0.00035685132,0.00048727207,0.00019312401,0.0003979951,0.0003617655,4.2736718e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018348562,0.0020848126,0.97471553,0.00070582615,0.00052589306,0.0000063436246,0.014877417,0.00004290028,0.0048138895,0.00015373941,0.000011032824,0.00022775745],"study_design_scores_gemma":[0.0031183944,0.0016496029,0.9925172,0.00059152325,0.00018469151,1.0865887e-7,0.0015715642,0.00002077705,0.00016312079,0.00003735713,0.0000029728033,0.0001427239],"about_ca_topic_score_codex":0.0045818374,"about_ca_topic_score_gemma":0.0012412552,"teacher_disagreement_score":0.017801631,"about_ca_system_score_codex":0.000013889228,"about_ca_system_score_gemma":0.00017872859,"threshold_uncertainty_score":0.72784287},"labels":[],"label_agreement":null},{"id":"W2033882203","doi":"10.1007/s00455-013-9487-4","title":"The Effect of Barium on Perceptions of Taste Intensity and Palatability","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"National Institute on Deafness and Other Communication Disorders; Fondation Pour l'Audition","keywords":"Palatability; Taste; Barium; Bitter taste; Food science; Chemistry; Medicine","score_opus":0.012435127442468736,"score_gpt":0.35213048689968574,"score_spread":0.339695359457217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033882203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865246,0.00004238777,0.00013665341,0.001293206,0.0005161928,0.0013708312,0.000011084219,0.000028341787,0.010076741],"genre_scores_gemma":[0.9978199,0.000036973328,0.000087637076,0.00017118084,0.000031550404,0.00014085264,0.000008113918,0.00000942194,0.0016943917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986113,0.00038694075,0.0003847402,0.00017602048,0.00018532012,0.00025568123],"domain_scores_gemma":[0.9982303,0.0009342075,0.00018308363,0.00042989693,0.00015102662,0.00007152095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093362946,0.00011832899,0.0002653389,0.00003957691,0.00034664455,0.00000696591,0.00014190261,0.00007397821,0.0006437433],"category_scores_gemma":[0.00020515505,0.00006987496,0.00005159359,0.00010279349,0.00018549111,0.000085913816,0.0001936202,0.00027828632,0.0001741123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018733919,0.000069693924,0.95532405,0.0006243935,0.00015666742,6.2677276e-7,0.0009814036,0.0000046885907,0.0017825221,0.004776368,0.028823629,0.007268617],"study_design_scores_gemma":[0.0006716394,0.0004272525,0.99374425,0.000063998545,0.000063612504,1.7758391e-7,0.0010345697,0.00032482832,0.00030775226,0.0003573685,0.002934195,0.000070329275],"about_ca_topic_score_codex":0.0002568176,"about_ca_topic_score_gemma":0.00005340869,"teacher_disagreement_score":0.038420226,"about_ca_system_score_codex":0.00003569228,"about_ca_system_score_gemma":0.000024604831,"threshold_uncertainty_score":0.7048538},"labels":[],"label_agreement":null},{"id":"W2036335518","doi":"10.1097/01.inf.0000160992.61116.e5","title":"Paraspinal Mass in a Seven-Year-Old Girl","year":2005,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Circumpolar Health Research; Stollery Children's Hospital","funders":"","keywords":"Medicine; Chest radiograph; Physical examination; Girl; Surgery; Respiratory distress; Mantoux test; Respiratory rate; Pediatrics; Anesthesia; Tuberculosis; Blood pressure; Radiography; Heart rate; Internal medicine; Tuberculin","score_opus":0.01887377103866084,"score_gpt":0.35734591700325224,"score_spread":0.3384721459645914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036335518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676541,0.00047426825,0.0011727286,0.005098576,0.0015343371,0.00078046124,0.000007920543,0.00011086682,0.023166714],"genre_scores_gemma":[0.9863364,0.0011005413,0.00014682299,0.0017962713,0.0050230976,0.00011065815,0.0000026551218,0.000029358896,0.005454165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974593,0.0005950313,0.0006057491,0.0001910243,0.00043355214,0.0007153321],"domain_scores_gemma":[0.99868155,0.00024759755,0.00033994913,0.00028134816,0.00009988775,0.0003496846],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014158167,0.00019305824,0.00020732262,0.00031054454,0.0009389546,0.00005136534,0.00028206912,0.00007911526,0.0017812309],"category_scores_gemma":[0.00015472801,0.00013522337,0.00013519703,0.00047186806,0.000027926139,0.0002735691,0.00011292991,0.0012447928,0.001154987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117970456,0.00020229688,0.96327037,0.000059645958,0.000040148378,0.000051701183,0.00050212024,0.00080676575,0.0000021177661,0.0019285962,0.032063555,0.00095473963],"study_design_scores_gemma":[0.0037261585,0.00011470792,0.9556156,0.00004620176,0.00042558325,0.000022833192,0.0008474576,0.0009184094,3.014317e-7,0.009416057,0.02852839,0.0003383481],"about_ca_topic_score_codex":0.000047061418,"about_ca_topic_score_gemma":0.00008863156,"teacher_disagreement_score":0.018682303,"about_ca_system_score_codex":0.00046716776,"about_ca_system_score_gemma":0.0004978491,"threshold_uncertainty_score":0.9996227},"labels":[],"label_agreement":null},{"id":"W2036712605","doi":"10.2310/7070.2005.4035","title":"Prospective Randomized Trial Comparing the Effect of Early Suturing of Tracheostomy Sites on Postoperative Patient Swallowing and Rehabilitation","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Swallowing; Surgery; Randomized controlled trial; Head and neck cancer; Prospective cohort study; Fibrous joint; Rehabilitation; Anesthesia; Radiation therapy; Physical therapy","score_opus":0.012387989837564064,"score_gpt":0.3302533755627578,"score_spread":0.31786538572519374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036712605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386895,0.00017042061,0.0001256885,0.0009793028,0.00036126398,0.0028081455,7.470743e-7,0.0000051998995,0.0016802885],"genre_scores_gemma":[0.99958235,0.000011432816,0.00015079779,0.00004671914,0.00010326106,0.000051759223,8.8558e-7,0.000008644673,0.00004416449],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99491805,0.0037426816,0.00087071204,0.00008152944,0.00022533412,0.00016168183],"domain_scores_gemma":[0.9903109,0.008372165,0.0010080017,0.00012905068,0.0001590586,0.00002079234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044543995,0.00011652401,0.000702953,0.000121318706,0.00023469355,0.000004689045,0.00013807065,0.000060612216,0.000018398143],"category_scores_gemma":[0.00055319234,0.00005478248,0.00014191978,0.00009313327,0.00021645025,0.00011469246,0.00006889691,0.0004550589,0.0000013744898],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.75386745,0.00016398825,0.21366177,0.00016224988,0.00046473404,0.0000043224177,0.021465393,0.0003768225,0.0037261648,0.0055210916,0.00034852812,0.00023745818],"study_design_scores_gemma":[0.5717991,0.0122609185,0.40772262,0.00037889977,0.00067106273,0.000007159701,0.0028225621,0.00031669388,0.0025870388,0.0012460065,0.00007333393,0.00011461046],"about_ca_topic_score_codex":0.0002449203,"about_ca_topic_score_gemma":0.00004086344,"teacher_disagreement_score":0.19406083,"about_ca_system_score_codex":0.000061283616,"about_ca_system_score_gemma":0.000038272337,"threshold_uncertainty_score":0.22339647},"labels":[],"label_agreement":null},{"id":"W2037346887","doi":"10.1159/000319737","title":"Variability in Execution of the Chin-Down Maneuver by Healthy Adults","year":2010,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Chin; Swallowing; Dysphagia; Medicine; Forward head posture; Orthodontics; Audiology; Physical medicine and rehabilitation; Anatomy; Surgery","score_opus":0.00926483354531178,"score_gpt":0.3430545050512563,"score_spread":0.3337896715059445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037346887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93138474,0.00008950931,0.00044717483,0.018609786,0.0045729456,0.002675547,0.000107953216,0.00012711821,0.041985206],"genre_scores_gemma":[0.99502856,0.00012221331,0.00039435405,0.0026971607,0.00020029348,0.00020456889,0.000034626384,0.000024702309,0.0012935392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964564,0.0011073445,0.000842622,0.00043627265,0.00053066865,0.00062673195],"domain_scores_gemma":[0.9978746,0.00059845875,0.00047831924,0.0007869931,0.000101749065,0.00015987009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002901613,0.00021309752,0.00035135262,0.00013549555,0.00033305897,0.000007062764,0.0005638217,0.00029774554,0.0011457923],"category_scores_gemma":[0.0005580424,0.00015128366,0.00012283545,0.0006349987,0.00011968991,0.00013661842,0.00040902282,0.0016504918,0.00011204215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000893682,0.0015636056,0.48354924,0.00089657796,0.00006639888,0.000005916995,0.0029244202,0.0000059603212,0.0013029535,0.032305352,0.47283724,0.003648667],"study_design_scores_gemma":[0.0041404306,0.00023671977,0.73809075,0.00010942375,0.00007592563,0.0000011984988,0.00046494926,0.00040366204,0.000075353404,0.0040435083,0.25204533,0.00031274045],"about_ca_topic_score_codex":0.0014139502,"about_ca_topic_score_gemma":0.0011943331,"teacher_disagreement_score":0.25454152,"about_ca_system_score_codex":0.00016495334,"about_ca_system_score_gemma":0.00049105403,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W2037551279","doi":"10.1155/2010/323125","title":"Time-Frequency Analysis and Hermite Projection Method Applied to Swallowing Accelerometry Signals","year":2010,"lang":"en","type":"article","venue":"EURASIP Journal on Advances in Signal Processing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Hermite polynomials; Projection (relational algebra); Computer science; Hermite interpolation; Time–frequency analysis; Swallowing; Signal processing; Noise (video); Frequency analysis; Accelerometer; Instantaneous phase; SIGNAL (programming language); Artificial intelligence; Computer vision; Mathematics; Algorithm; Image (mathematics); Telecommunications; Filter (signal processing); Mathematical analysis; Medicine","score_opus":0.02721616424103676,"score_gpt":0.4330739784276451,"score_spread":0.4058578141866084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037551279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6530253,0.0009802222,0.2835802,0.0011758198,0.0009868152,0.0017664568,0.0000047203703,0.00029902556,0.058181383],"genre_scores_gemma":[0.93552494,0.000116667645,0.061547644,0.0013837087,0.00047394657,0.00009604691,0.000004283074,0.000058185386,0.0007945566],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968668,0.00038283484,0.0009339203,0.0005275246,0.000615294,0.00067362137],"domain_scores_gemma":[0.99827194,0.0004804514,0.000608269,0.00017883247,0.00017871497,0.0002818044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031609274,0.00031019925,0.0005749013,0.0015770675,0.0009595332,0.00013928358,0.00031443776,0.00015430884,0.0005514178],"category_scores_gemma":[0.00014321049,0.00026084666,0.00010277936,0.002429105,0.000045334586,0.0011489887,0.000120160395,0.00192375,0.000081395105],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003742388,0.00026486057,0.059751883,0.00039575246,0.00031901692,0.00008275673,0.0028297615,0.003649445,0.11862312,0.0006997663,0.00016410722,0.8128453],"study_design_scores_gemma":[0.026358508,0.0045178765,0.5715354,0.009442371,0.0064784614,0.00025174028,0.042248264,0.0823086,0.027795875,0.05466567,0.16392462,0.010472576],"about_ca_topic_score_codex":0.0000061155974,"about_ca_topic_score_gemma":0.00005418218,"teacher_disagreement_score":0.8023727,"about_ca_system_score_codex":0.00017929461,"about_ca_system_score_gemma":0.00016443084,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2037914228","doi":"10.1002/jcu.10034","title":"Sonographic examination of the oral phase of swallowing: Bolus image enhancement","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Ultrasound","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Swallowing; Bolus (digestion); Ultrasound; Nuclear medicine; Radiology; Surgery","score_opus":0.1633792644701039,"score_gpt":0.507270832615895,"score_spread":0.34389156814579114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037914228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922146,0.00016760897,0.002453668,0.00095026474,0.0020426533,0.00042165152,0.0000050055514,0.000006046492,0.014731668],"genre_scores_gemma":[0.9943834,0.00075873703,0.0020778133,0.0003858339,0.00025842426,0.000005347175,0.0000013936362,0.0000117753025,0.0021172666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537283,0.0009641488,0.00264973,0.00012641719,0.00064142706,0.00024545382],"domain_scores_gemma":[0.9943267,0.0021293887,0.0026967025,0.0002918177,0.00044443787,0.000110930945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050319512,0.00012002973,0.00058669894,0.000119168704,0.0001461568,0.000008335155,0.000389287,0.00012922875,0.001595424],"category_scores_gemma":[0.0016745104,0.00007663212,0.00045062907,0.0002877596,0.0001744507,0.00024131186,0.00007570575,0.00069815625,0.000018077442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014271105,0.02288551,0.5176905,0.001790839,0.003641855,0.000052228534,0.008885168,0.00003633623,0.05539225,0.009170287,0.16584796,0.21317996],"study_design_scores_gemma":[0.019672919,0.0033008542,0.88626957,0.0011339226,0.0010727802,0.0000068903096,0.0038708854,0.00039623433,0.0030745377,0.001953734,0.07891461,0.00033305323],"about_ca_topic_score_codex":0.000007013787,"about_ca_topic_score_gemma":0.000007036408,"teacher_disagreement_score":0.3685791,"about_ca_system_score_codex":0.000039693685,"about_ca_system_score_gemma":0.000092399656,"threshold_uncertainty_score":0.9993172},"labels":[],"label_agreement":null},{"id":"W2039625552","doi":"10.1016/j.jclinepi.2008.05.007","title":"Using different perspectives to generate items for a new scale measuring medical outcomes of dysphagia (MOD)","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Dysphagia; Scale (ratio); Mod; Medicine; Physical therapy; Psychology; Computer science; Surgery; Artificial intelligence; Geography; Cartography","score_opus":0.6417640190616544,"score_gpt":0.6243904796596195,"score_spread":0.0173735394020349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039625552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7776077,0.0006148521,0.20057231,0.017104635,0.0030949435,0.0005838195,0.0000050284098,0.000015420284,0.00040132928],"genre_scores_gemma":[0.92783993,0.0011977672,0.06027284,0.006262849,0.00248844,0.000020448715,0.000001984904,0.000037013142,0.0018787258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98902774,0.0037010126,0.005813668,0.0003316162,0.00048227262,0.0006437053],"domain_scores_gemma":[0.9730204,0.022007614,0.0032377052,0.00029230243,0.00053118676,0.0009107919],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017816057,0.00022485627,0.0031340546,0.00020730514,0.00024879188,0.0000020017278,0.00046416887,0.0004403026,0.00035031806],"category_scores_gemma":[0.044418924,0.00014815305,0.0007899776,0.00012501476,0.00018605901,0.00010585681,0.0002287706,0.0010841324,0.000012882804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057046994,0.00037036516,0.9705182,0.00008731825,0.00066683494,0.00001714162,0.0009485935,0.00027049985,0.000059909005,0.0037002536,0.01961147,0.003178989],"study_design_scores_gemma":[0.0054327855,0.0011611081,0.9715594,0.00034818178,0.00027326992,0.000021455808,0.0012377131,0.0043347273,0.000022839004,0.0044446005,0.010931793,0.0002321155],"about_ca_topic_score_codex":0.00012585445,"about_ca_topic_score_gemma":0.000092993156,"teacher_disagreement_score":0.15023227,"about_ca_system_score_codex":0.00013835225,"about_ca_system_score_gemma":0.0009593568,"threshold_uncertainty_score":0.9636303},"labels":[],"label_agreement":null},{"id":"W2039764322","doi":"10.1177/0884533614532693","title":"The Experiences of Patients With Advanced Head and Neck Cancer With a Percutaneous Endoscopic Gastrostomy Tube","year":2014,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Head and neck cancer; Swallowing; Feeding tube; Qualitative research; Gastrostomy; PEG ratio; Tube (container); Gastrostomy tube; Dysphagia; Surgery; Radiation therapy","score_opus":0.040151637307573505,"score_gpt":0.46449743225134965,"score_spread":0.42434579494377617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039764322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921941,0.00015140102,0.00019559653,0.0028065662,0.0003426765,0.0011359289,0.000003260426,0.000019509715,0.003150961],"genre_scores_gemma":[0.9903798,0.0008381826,0.006763018,0.0011395012,0.00007950336,0.00063335855,0.000005670139,0.000011299661,0.00014963164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795073,0.00067167316,0.00057963846,0.00024697435,0.00030085392,0.00025010182],"domain_scores_gemma":[0.99431497,0.004732266,0.0004347066,0.00020424221,0.00024029324,0.00007353398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084153964,0.00010160184,0.00022497986,0.000030028077,0.00028334872,0.000014686149,0.00010712975,0.000067049594,0.000050532544],"category_scores_gemma":[0.0009753409,0.00006047585,0.000017196679,0.00013561625,0.00017848436,0.0002680368,0.000052574796,0.00044328425,0.0000047952367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070856116,0.0020064123,0.9509439,0.00045385555,0.00009150095,0.000012572432,0.0060696667,0.00001348888,0.0000076271886,0.0024310884,0.0013867633,0.029497502],"study_design_scores_gemma":[0.01694327,0.005444692,0.60839206,0.0016733807,0.00014908965,0.0000030320455,0.060442545,0.00018315503,0.0000068640525,0.00030296153,0.30619997,0.00025898308],"about_ca_topic_score_codex":0.00008762275,"about_ca_topic_score_gemma":0.0004602455,"teacher_disagreement_score":0.34255183,"about_ca_system_score_codex":0.00004065576,"about_ca_system_score_gemma":0.000079625795,"threshold_uncertainty_score":0.24661335},"labels":[],"label_agreement":null},{"id":"W2040443907","doi":"10.1080/10942910802312157","title":"Textural Characterization of Pureed Cakes Prepared for the Therapeutic Treatment of Dysphagic Patients","year":2009,"lang":"en","type":"article","venue":"International Journal of Food Properties","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Air Canada","funders":"","keywords":"Dysphagia; Food science; Therapeutic effect; Medicine; Chemistry; Surgery","score_opus":0.07212505314796581,"score_gpt":0.3748244886352917,"score_spread":0.3026994354873259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040443907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929476,0.0005832209,0.0009880909,0.0027857623,0.0013237435,0.00096525374,0.000036755253,0.000007715843,0.00036185706],"genre_scores_gemma":[0.99845445,0.00023483316,0.000099003184,0.00023443018,0.0001976759,0.000033871427,0.000017269058,0.0000075781054,0.00072086335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986531,0.00008605598,0.0006881264,0.000070043636,0.0003796859,0.00012296841],"domain_scores_gemma":[0.997827,0.00009750812,0.0009165851,0.00009733163,0.0010374836,0.00002407085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001934426,0.000099581695,0.00021553155,0.00010482281,0.000087027714,0.000011649719,0.0002779187,0.00003827099,0.00004559132],"category_scores_gemma":[0.000043595795,0.000051689043,0.00012137064,0.000048555215,0.000034542118,0.00020624764,0.00001894016,0.000060178427,0.0000012330382],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012789857,0.004951867,0.084837064,0.00039826953,0.00909423,0.0000041283292,0.041556552,0.0002834507,0.26789498,0.012067403,0.0014630597,0.5646591],"study_design_scores_gemma":[0.014985146,0.01984374,0.83473474,0.0009905999,0.0009129005,0.0000053151048,0.0041233446,0.0015103112,0.07448866,0.002684896,0.045352,0.0003683459],"about_ca_topic_score_codex":0.000010405032,"about_ca_topic_score_gemma":0.000007951672,"teacher_disagreement_score":0.74989766,"about_ca_system_score_codex":0.00011478191,"about_ca_system_score_gemma":0.000110166744,"threshold_uncertainty_score":0.2107818},"labels":[],"label_agreement":null},{"id":"W2040526597","doi":"10.1044/2014_jslhr-s-13-0152","title":"Use of an Anatomical Scalar to Control for Sex-Based Size Differences in Measures of Hyoid Excursion During Swallowing","year":2014,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Excursion; Hyoid bone; Swallowing; Medicine; Anatomy; Dentistry","score_opus":0.1545224088935224,"score_gpt":0.46500473171182405,"score_spread":0.3104823228183017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040526597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978772,0.000081488404,0.00067595503,0.0006503516,0.0000636868,0.00057879795,0.000003217374,0.0000051265674,0.00006418112],"genre_scores_gemma":[0.99568224,0.000022038905,0.0038884438,0.000060697093,0.00013896952,0.000012996206,6.4005906e-7,0.000012704574,0.00018125513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977091,0.0005410308,0.0005841656,0.0001447465,0.00063805905,0.00038288502],"domain_scores_gemma":[0.9974254,0.0017462804,0.00017158486,0.00015962038,0.00032563266,0.00017152842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049663763,0.00008474688,0.00042421327,0.0004775425,0.00016050081,0.000023575543,0.00017862783,0.00008737859,0.000031664604],"category_scores_gemma":[0.0013655105,0.00006522568,0.000060930084,0.00018523273,0.00004673135,0.00018167864,0.00008581019,0.0005049083,6.773661e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021795896,0.00036275966,0.6183472,0.0015289052,0.00009487771,0.00005617223,0.006110368,0.000099083896,0.34326026,0.0002716634,0.00014809541,0.027541015],"study_design_scores_gemma":[0.0059525515,0.0014145942,0.9409081,0.0018691991,0.00004211975,0.0000023612101,0.010195794,0.0034321314,0.035397146,0.00031570726,0.00031533287,0.00015496144],"about_ca_topic_score_codex":0.00048028957,"about_ca_topic_score_gemma":0.00018433585,"teacher_disagreement_score":0.32256088,"about_ca_system_score_codex":0.00007962178,"about_ca_system_score_gemma":0.00011523697,"threshold_uncertainty_score":0.2659826},"labels":[],"label_agreement":null},{"id":"W2041442666","doi":"10.1007/s00455-008-9183-y","title":"Sip-Sizing Behaviors in Natural Drinking Conditions Compared to Instructed Experimental Conditions","year":2008,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Amgen (Canada); Toronto Rehabilitation Institute; Canadian Institutes of Health Research; Health Canada; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Canada Research Chairs","keywords":"Medicine; Sizing; Otorhinolaryngology; Natural (archaeology); Surgery","score_opus":0.048768339217185035,"score_gpt":0.41710855040420924,"score_spread":0.3683402111870242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041442666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98028636,0.00009981123,0.00008184285,0.00043302716,0.0024747024,0.0016242107,0.000049793663,0.00030330863,0.014646944],"genre_scores_gemma":[0.9919852,0.000008859491,0.0017948899,0.0016673836,0.000104260325,0.0007905634,0.0005063314,0.000045501118,0.003096989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735427,0.0002337157,0.0007460958,0.00046254694,0.00039136008,0.0008120163],"domain_scores_gemma":[0.99889886,0.00018438058,0.00018190657,0.00037916884,0.000108054606,0.0002476373],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020284756,0.00028485805,0.00039015178,0.00045776108,0.0013516889,0.000021224352,0.00031397722,0.00013347993,0.0022663723],"category_scores_gemma":[0.000050662307,0.0003066137,0.00008119062,0.0006895651,0.00011560118,0.00040048047,0.00028489126,0.00069261197,0.00085231545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016628942,0.0012620578,0.7506745,0.00010889155,0.000275623,0.00077529094,0.031114079,0.00040999832,0.07899186,0.03029246,0.105664454,0.0002644882],"study_design_scores_gemma":[0.0039701057,0.00009275927,0.9637885,0.0002675273,0.00005807906,0.000019583618,0.013157845,0.000571621,0.0018801669,0.00017537923,0.015382076,0.00063637417],"about_ca_topic_score_codex":0.0004420181,"about_ca_topic_score_gemma":0.00063484977,"teacher_disagreement_score":0.21311398,"about_ca_system_score_codex":0.0005270649,"about_ca_system_score_gemma":0.00017984724,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W2041661485","doi":"10.1007/s00455-012-9395-z","title":"Evaluation of Swallowing by Sydney Swallow Questionnaire (SSQ) in Oral and Oropharyngeal Cancer Patients Treated with Primary Surgery","year":2012,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK","keywords":"Medicine; Swallowing; Head and neck cancer; Tongue; Mann–Whitney U test; Cancer; Cohort; Internal medicine; Stage (stratigraphy); Otorhinolaryngology; Surgery; Pathology","score_opus":0.03779252601228164,"score_gpt":0.364078911108016,"score_spread":0.3262863850957344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041661485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934604,0.0013151106,0.000031537093,0.00016133022,0.0005225883,0.001193984,0.000018854003,0.00003639962,0.0032597529],"genre_scores_gemma":[0.9979912,0.0001475632,0.00007925705,0.0003142905,0.000046978133,0.00040810832,0.00019537682,0.000032132415,0.00078508636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972651,0.0006985437,0.0005180911,0.0002541689,0.0007347421,0.0005293332],"domain_scores_gemma":[0.9989166,0.00016416788,0.00027672702,0.00017616166,0.00031468787,0.00015164651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021921091,0.00020363579,0.00040673287,0.00016356507,0.00015947048,0.000007856836,0.000077339704,0.00012630313,0.00035531758],"category_scores_gemma":[0.00011931179,0.0001674187,0.000031262127,0.00029746006,0.00004699272,0.00056863896,0.0000766549,0.00023254042,0.000019380554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009943188,0.0003099946,0.9798127,0.0002492397,0.00012420493,0.0000010963752,0.00082376966,0.000006518301,0.0001331311,0.00006240602,0.006764476,0.011613068],"study_design_scores_gemma":[0.002344558,0.000064684355,0.9952732,0.00045669012,0.00033103945,1.3102587e-7,0.00017624254,0.00030835357,0.00008665657,0.000016006416,0.000754168,0.00018828882],"about_ca_topic_score_codex":0.0034552892,"about_ca_topic_score_gemma":0.0007291601,"teacher_disagreement_score":0.015460518,"about_ca_system_score_codex":0.0005478696,"about_ca_system_score_gemma":0.0003219205,"threshold_uncertainty_score":0.68271357},"labels":[],"label_agreement":null},{"id":"W2041696057","doi":"10.1044/1058-0360(2005/005)","title":"Does Barium Influence Tongue Behaviors During Swallowing?","year":2005,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Bolus (digestion); Tongue; Medicine; Transit time; Audiology; Dysphagia; Dentistry; Surgery; Pathology","score_opus":0.007587374883837127,"score_gpt":0.36274856203555345,"score_spread":0.3551611871517163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041696057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99346054,0.00011360732,0.0003378988,0.003034811,0.0009299621,0.00026539442,0.0000062483477,0.00005830171,0.0017932657],"genre_scores_gemma":[0.98239994,0.000109588866,0.011868582,0.0018431675,0.000943967,0.000018177865,0.0000030681688,0.000037178615,0.0027763513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973108,0.0004304963,0.0009606359,0.00025938844,0.000360118,0.0006785657],"domain_scores_gemma":[0.99798274,0.00016759786,0.0010504521,0.0003632111,0.00021122106,0.0002247608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090598466,0.00023029483,0.00057900784,0.0003494513,0.0002743181,0.000014658097,0.0004705532,0.00009729618,0.0009017276],"category_scores_gemma":[0.00016002961,0.00015264831,0.00015336963,0.00029357593,0.0002466141,0.0003544971,0.00021682902,0.00093671726,0.0001845864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004702389,0.0005033291,0.5614354,0.00017179597,0.0003523052,0.010683034,0.04063074,0.0002671601,0.21022165,0.00053141825,0.001474167,0.17325877],"study_design_scores_gemma":[0.004361841,0.0014747244,0.86721164,0.00043726002,0.0005143907,0.0007032043,0.094613716,0.00003656187,0.008363329,0.00010897961,0.021257797,0.00091658096],"about_ca_topic_score_codex":0.00013803765,"about_ca_topic_score_gemma":0.0001632618,"teacher_disagreement_score":0.3057762,"about_ca_system_score_codex":0.00023427395,"about_ca_system_score_gemma":0.00015845336,"threshold_uncertainty_score":0.98732847},"labels":[],"label_agreement":null},{"id":"W2042629893","doi":"10.1044/1092-4388(2005/004)","title":"Persistence of Respiratory-Swallowing Coordination After Laryngectomy","year":2005,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swallowing; Respiratory system; Laryngectomy; Mastication; Medicine; Masticatory force; Larynx; Respiration; Respiratory physiology; Airway; Respiratory tract; Anesthesia; Audiology; Internal medicine; Surgery; Dentistry; Anatomy","score_opus":0.12493802343279853,"score_gpt":0.47677901988927807,"score_spread":0.35184099645647954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042629893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98699915,0.0018282536,0.000055649558,0.001953128,0.00009167606,0.00021870993,9.0952113e-7,0.0000072112553,0.008845322],"genre_scores_gemma":[0.9935083,0.00011297088,0.0020247079,0.00017309429,0.0004964226,0.000007379921,4.0922066e-7,0.000010817278,0.0036659357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821186,0.0002734518,0.00043795296,0.000108828805,0.0006414855,0.00032639445],"domain_scores_gemma":[0.9988716,0.00027949936,0.00015988933,0.00013824551,0.00044319298,0.00010755871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042803567,0.000067246845,0.00020272585,0.0004059166,0.00022029971,0.00002116507,0.00014679307,0.000074053634,0.0004198595],"category_scores_gemma":[0.0002265601,0.000054089327,0.000056602305,0.0002296111,0.00005547453,0.00031835306,0.00016895942,0.0007746541,0.00002233336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008570958,0.00036560153,0.57695574,0.0018460419,0.00034648617,0.00079204806,0.04861272,0.000014672063,0.091827124,0.0015502678,0.015630674,0.26120153],"study_design_scores_gemma":[0.005189702,0.0013006594,0.72179794,0.002738932,0.00012795704,0.000031473515,0.088352054,0.00033569493,0.009300214,0.00033559793,0.17012616,0.0003636164],"about_ca_topic_score_codex":0.00007801203,"about_ca_topic_score_gemma":0.00008185364,"teacher_disagreement_score":0.2608379,"about_ca_system_score_codex":0.00013868112,"about_ca_system_score_gemma":0.00014641113,"threshold_uncertainty_score":0.45971674},"labels":[],"label_agreement":null},{"id":"W2043282866","doi":"10.1007/s12603-011-0160-z","title":"Issues associated with the use of modified texture foods","year":2011,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital; University of Guelph","funders":"","keywords":"Affect (linguistics); Medicine; Swallowing; Confounding; Population; Malnutrition; Dementia; Causality (physics); Environmental health; Quality (philosophy); Dentistry; Psychology; Pathology","score_opus":0.3445802367348167,"score_gpt":0.49592695760827993,"score_spread":0.15134672087346324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043282866","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037838578,0.9880384,0.0009081668,0.0078004426,0.0005225102,0.0023953402,0.000033781766,0.00002603787,0.00023744757],"genre_scores_gemma":[0.00032800034,0.99605846,0.00029959643,0.0014197663,0.0004830643,0.00006649861,0.00003061413,0.00005423133,0.0012597775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99299365,0.00409075,0.0017385444,0.00013682051,0.0005287199,0.00051150395],"domain_scores_gemma":[0.99120104,0.0019380862,0.0058273,0.00041847207,0.0004838671,0.00013121653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004718248,0.0003163872,0.0016141547,0.00028386977,0.0007946602,0.000020910418,0.00057875976,0.00020281585,0.00008137074],"category_scores_gemma":[0.00013064082,0.00014268995,0.00028289072,0.0004965736,0.00008761724,0.00023841888,0.00011942906,0.0020066076,0.000008316443],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031427343,0.0011614673,0.000071708775,0.08342242,0.0026272146,0.000019002706,0.01108268,0.000021761409,3.331451e-7,0.003455471,0.4388981,0.45892558],"study_design_scores_gemma":[0.00072504615,0.00033198265,0.00012630322,0.061466854,0.001051623,0.0000119530205,0.0009705302,0.000010149767,6.7980565e-8,0.0001796043,0.93500066,0.00012520843],"about_ca_topic_score_codex":0.0002795696,"about_ca_topic_score_gemma":0.00012819751,"teacher_disagreement_score":0.4961026,"about_ca_system_score_codex":0.00039034444,"about_ca_system_score_gemma":0.00082635507,"threshold_uncertainty_score":0.8717823},"labels":[],"label_agreement":null},{"id":"W2043342717","doi":"10.1186/1471-2377-11-20","title":"Stuttered swallowing: Electric stimulation of the right insula interferes with water swallowing. A case report","year":2011,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Insula; Medicine; Neurology; Neurosurgery; Electric stimulation; Physical medicine and rehabilitation; Stimulation; Pain medicine; Neurochemistry; Neuroscience; Audiology; Anesthesia; Anesthesiology; Psychology; Surgery; Internal medicine; Psychiatry","score_opus":0.05562315892016269,"score_gpt":0.33970401675259726,"score_spread":0.2840808578324346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043342717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98628366,0.000010473766,0.0012909682,0.00045113507,0.0007533095,0.0010203908,8.6040353e-7,0.00006789805,0.010121279],"genre_scores_gemma":[0.9964471,0.0000015610839,0.00024243376,0.001101919,0.000059496375,0.000112483685,0.0000062502613,0.000026775651,0.0020020101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790335,0.0006100104,0.00054748025,0.0003274863,0.0001743434,0.00043733325],"domain_scores_gemma":[0.99887407,0.00015518164,0.0002518822,0.0005691416,0.00009872057,0.000051006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045851682,0.00016267973,0.000256268,0.00013878815,0.00027732505,0.000004077402,0.00023059273,0.00012394745,0.00048065186],"category_scores_gemma":[0.000057876397,0.000086195316,0.000070776136,0.00016608165,0.00005133004,0.00010364156,0.00026385288,0.00039984277,0.000041511375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013081867,0.00037120137,0.9750349,0.0002214611,0.00021244482,0.010587651,0.004672761,0.000070284856,0.0033707328,0.0024448782,0.0013740194,0.00033150846],"study_design_scores_gemma":[0.0048426175,0.0021203966,0.9655855,0.0000816069,0.00052580197,0.002391568,0.00032857194,0.0018072551,0.0063914275,0.002100597,0.013346024,0.00047869064],"about_ca_topic_score_codex":0.00029392933,"about_ca_topic_score_gemma":0.0005557507,"teacher_disagreement_score":0.011972005,"about_ca_system_score_codex":0.000025239147,"about_ca_system_score_gemma":0.00009773521,"threshold_uncertainty_score":0.5262801},"labels":[],"label_agreement":null},{"id":"W2043403944","doi":"10.1007/s00455-013-9506-5","title":"Kinematic and Temporal Factors Associated with Penetration–Aspiration in Swallowing Liquids","year":2014,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Swallowing; Medicine; Dysphagia; Otorhinolaryngology; Pharynx; Larynx; Bolus (digestion); Surgery; Fluoroscopy; Hyoid bone","score_opus":0.04546763244629506,"score_gpt":0.3536987639250378,"score_spread":0.30823113147874276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043403944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767267,0.000023067896,0.0027539593,0.00036636653,0.00025541833,0.00076787506,0.0000017557485,0.000108297936,0.018996555],"genre_scores_gemma":[0.9961192,0.0000025261347,0.000364034,0.00049741537,0.000045275952,0.00009244776,0.000110016284,0.00002306723,0.0027459885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841356,0.0003277258,0.00042075175,0.0002440734,0.00024871857,0.0003451904],"domain_scores_gemma":[0.9992162,0.00029239408,0.0001892197,0.00016860431,0.00005148157,0.00008209823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085732463,0.00016469028,0.0002466122,0.00014056909,0.00027732624,0.000028644177,0.00008762953,0.00011769094,0.00028138442],"category_scores_gemma":[0.00017834458,0.00013031664,0.000018919152,0.00021411484,0.00002825548,0.00030360962,0.000053687854,0.00027133262,0.000043763135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001729467,0.000067195775,0.9916451,0.000115631614,0.00005703545,0.0000031838435,0.0016218725,0.0000507761,0.00017146251,0.004989078,0.0006635966,0.00059775746],"study_design_scores_gemma":[0.0016822119,0.00026383452,0.98921657,0.0002239178,0.000051781524,9.004191e-8,0.0010626614,0.0052073593,0.000022683058,0.0003250522,0.0017366266,0.00020723883],"about_ca_topic_score_codex":0.00010978394,"about_ca_topic_score_gemma":0.0017187487,"teacher_disagreement_score":0.019392526,"about_ca_system_score_codex":0.000117054005,"about_ca_system_score_gemma":0.00006635131,"threshold_uncertainty_score":0.5314158},"labels":[],"label_agreement":null},{"id":"W2043513260","doi":"10.1115/1.4024317","title":"Design of a Signal Conditioning Device for Remote Breath and Swallowing Sounds Recording","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Swallowing; SIGNAL (programming language); Apnea; Audio signal; Signal conditioning; Signal processing; Speech recognition; Computer hardware; Medicine; Digital signal processing; Anesthesia","score_opus":0.06780573674560345,"score_gpt":0.4184611947983745,"score_spread":0.3506554580527711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043513260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40832806,0.0011416358,0.571841,0.014071939,0.0011888302,0.0012089742,0.0000022541115,0.000028154578,0.002189137],"genre_scores_gemma":[0.9634563,0.0002632187,0.03369779,0.0016735584,0.00047711175,0.00001739381,0.0000024322214,0.000016855676,0.00039534643],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99780667,0.00027496077,0.0008590963,0.000110084984,0.00067348074,0.00027570975],"domain_scores_gemma":[0.99669987,0.0019135269,0.00076618884,0.000065377135,0.00032282138,0.00023224106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034419768,0.00010460965,0.00036680468,0.00014350424,0.0002634042,0.000027392582,0.00022301987,0.0001413397,0.0011228301],"category_scores_gemma":[0.00043720857,0.0000770349,0.00007002271,0.00010298915,0.000044998036,0.0003897006,0.000083681174,0.0003977476,0.000009432229],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092911714,0.00064961327,0.12110735,0.010805337,0.0040053725,0.0002304574,0.015027552,0.00031158212,0.011489214,0.01149678,0.2094637,0.61448395],"study_design_scores_gemma":[0.046741292,0.007850667,0.1599872,0.052260254,0.0041815024,0.0003319354,0.09489377,0.33680534,0.0012917605,0.08710986,0.20605622,0.0024902243],"about_ca_topic_score_codex":0.00012259546,"about_ca_topic_score_gemma":0.000015997499,"teacher_disagreement_score":0.61199373,"about_ca_system_score_codex":0.000053150266,"about_ca_system_score_gemma":0.0002777189,"threshold_uncertainty_score":0.99979025},"labels":[],"label_agreement":null},{"id":"W2045016443","doi":"10.1016/j.resp.2005.07.004","title":"C-fiber blockade influence on non-nutritive swallowing in full-term lambs","year":2005,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Swallowing; Control of respiration; Medicine; Anesthesia; Alertness; Respiratory system; Respiration; Apnea; Cardiology; Internal medicine; Surgery; Anatomy; Pharmacology","score_opus":0.03073842927669303,"score_gpt":0.37939443137731993,"score_spread":0.3486560021006269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045016443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881599,0.00005752357,0.0000043684763,0.0011238767,0.0006149025,0.0010413459,0.000012086251,0.00012970806,0.008856269],"genre_scores_gemma":[0.9753004,0.00004897666,0.00007535434,0.021967,0.0006126046,0.0004320387,0.000023096878,0.00004512679,0.0014954127],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9958786,0.0013119745,0.0007717717,0.0008419637,0.0001103814,0.0010853248],"domain_scores_gemma":[0.9981991,0.00073283067,0.00028083895,0.00058033614,0.00008228876,0.00012457972],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048332836,0.00036762835,0.000614448,0.0003535565,0.00036186475,0.000005644533,0.00045338203,0.00044781592,0.0005540529],"category_scores_gemma":[0.00009192741,0.00033176653,0.000112986156,0.00028887996,0.00020663008,0.00017607604,0.00038635373,0.0012889398,0.0026404255],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010307867,0.0006242002,0.03490791,0.0001690759,0.0001267553,0.00007849737,0.0006309208,0.0010881232,0.94833255,0.0017666213,0.008927322,0.0023172495],"study_design_scores_gemma":[0.003794618,0.001598448,0.75108135,0.00020532597,0.000033650867,0.0000018284494,0.00019335435,0.00005685551,0.0025526758,0.00021842042,0.23972829,0.0005352042],"about_ca_topic_score_codex":0.000015977865,"about_ca_topic_score_gemma":0.00009813309,"teacher_disagreement_score":0.94577986,"about_ca_system_score_codex":0.00020274255,"about_ca_system_score_gemma":0.00016317838,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W2046127476","doi":"10.1016/j.jamda.2014.01.001","title":"What Should a Case-Finding Tool for Dysphagia in Long Term Care Residents With Dementia Look Like?","year":2014,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Waterloo; Bruyère","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Medicine; Dementia; Speech-Language Pathology; Oropharyngeal dysphagia; Physical therapy; Pediatrics; Intensive care medicine; Surgery; Pathology; Disease","score_opus":0.028053362714343867,"score_gpt":0.38741738246389956,"score_spread":0.3593640197495557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046127476","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3461339,0.001315434,0.0014131579,0.6334097,0.013566453,0.0035875072,0.000032781612,0.00007100801,0.0004700836],"genre_scores_gemma":[0.18937923,0.001682493,0.00068840967,0.7895033,0.009848426,0.00034145382,0.00016574629,0.00024062674,0.008150356],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99311125,0.0017833244,0.0014310296,0.00034151605,0.0024881142,0.0008447786],"domain_scores_gemma":[0.991002,0.002191131,0.0058080377,0.00034732852,0.0004992155,0.00015228931],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003433037,0.00037017203,0.0010910073,0.00037296253,0.00045525137,0.00011675068,0.0007022376,0.00059129513,0.0001959448],"category_scores_gemma":[0.0013585101,0.00023967473,0.00033662075,0.00045412823,0.00008992007,0.00038690883,0.00020354505,0.003729712,0.000009877945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068819565,0.000029901774,0.42542303,0.00046388985,0.00077693607,0.0005881773,0.0007698752,0.0000028383,0.000002307758,0.0000017006157,0.56729263,0.0045799008],"study_design_scores_gemma":[0.0050493223,0.000776075,0.65837383,0.012219388,0.0034800414,0.00010954853,0.004124992,0.00007784609,0.000013115588,0.00006999007,0.31478918,0.0009166471],"about_ca_topic_score_codex":0.0006540749,"about_ca_topic_score_gemma":0.0014118671,"teacher_disagreement_score":0.25250342,"about_ca_system_score_codex":0.0031100134,"about_ca_system_score_gemma":0.00085834047,"threshold_uncertainty_score":0.9985687},"labels":[],"label_agreement":null},{"id":"W2047984352","doi":"10.1053/apmr.2001.25076","title":"Use of percutaneous gastrojejunostomy feeding tubes in the rehabilitation of stroke patients","year":2001,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; St Joseph's Health Centre; University of Ottawa; Lawson Health Research Institute","funders":"","keywords":"Medicine; Stroke (engine); Feeding tube; Rehabilitation; Percutaneous; Surgery; Physical therapy","score_opus":0.026288870800172382,"score_gpt":0.3626515845288609,"score_spread":0.33636271372868853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047984352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994511,0.000019920604,0.00012135589,0.0025577426,0.000059000675,0.0008093155,0.0000073463184,0.0000057215057,0.0019086162],"genre_scores_gemma":[0.997268,0.000035022138,0.0024998453,0.000053322947,0.000048305414,0.000030537354,0.000014624722,0.0000060610228,0.00004426443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847597,0.00043454714,0.0005164293,0.00014509806,0.00028376034,0.00014419961],"domain_scores_gemma":[0.98501426,0.014529276,0.00017721663,0.00015961757,0.00009134765,0.000028297016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034302133,0.000088323766,0.00028820505,0.00022635506,0.000059471397,0.0000010842554,0.00008250367,0.000024289693,0.000008752786],"category_scores_gemma":[0.0018135238,0.000054668322,0.00006247414,0.0001820693,0.00044336755,0.00013359281,0.00004256663,0.00014663035,4.441639e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039082128,0.0007800758,0.7720918,0.0012768371,0.00003599085,6.6885264e-7,0.15228646,0.000051771727,0.02527125,0.020820972,0.0003482062,0.026645167],"study_design_scores_gemma":[0.0010210336,0.0044319797,0.9428692,0.001003235,0.000056099674,2.1838552e-7,0.042971835,0.0010758284,0.000020864416,0.0060262275,0.0004683254,0.00005517053],"about_ca_topic_score_codex":0.00030853602,"about_ca_topic_score_gemma":0.000029450723,"teacher_disagreement_score":0.1707774,"about_ca_system_score_codex":0.00001164277,"about_ca_system_score_gemma":0.0000184221,"threshold_uncertainty_score":0.22293094},"labels":[],"label_agreement":null},{"id":"W2049019911","doi":"10.1088/0967-3334/31/6/008","title":"Hyolaryngeal excursion as the physiological source of swallowing accelerometry signals","year":2010,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Centres of Excellence","keywords":"Swallowing; Dysphagia; Medicine; Larynx; Hyoid bone; Accelerometer; Physical medicine and rehabilitation; Gold standard (test); Radiology; Surgery; Computer science","score_opus":0.17118384290731004,"score_gpt":0.40607882226279524,"score_spread":0.2348949793554852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049019911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859071,0.00011197577,0.0004998051,0.0013709223,0.0010751686,0.0013398571,0.000002608194,0.00015871861,0.0095338905],"genre_scores_gemma":[0.99667364,0.000047790127,0.00029938435,0.0017491484,0.0004895012,0.00028110365,0.000011772371,0.00002135136,0.00042631614],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960229,0.00083199615,0.0007409343,0.0005262927,0.0011256543,0.00075224845],"domain_scores_gemma":[0.9980651,0.0003916631,0.0004000459,0.0006301528,0.00033631182,0.00017669568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002611293,0.00031251693,0.0005477168,0.00007242061,0.000778438,0.000014647473,0.00079352007,0.00027254815,0.0027635584],"category_scores_gemma":[0.0006635179,0.00016643718,0.00025554685,0.0003240848,0.00022224984,0.00012333438,0.00063376816,0.0013740798,0.00047941357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011870734,0.00049871166,0.002297769,0.000096401796,0.00013095075,0.000002281374,0.0002729074,0.000040741863,0.98024476,0.0036837622,0.0082600685,0.004352961],"study_design_scores_gemma":[0.0026869748,0.001671596,0.90331465,0.0003302006,0.00025995375,0.0000015064041,0.0029312824,0.00040253912,0.021428281,0.018879315,0.047241855,0.0008518393],"about_ca_topic_score_codex":0.00008988358,"about_ca_topic_score_gemma":0.000010141867,"teacher_disagreement_score":0.95881647,"about_ca_system_score_codex":0.000095655894,"about_ca_system_score_gemma":0.00010541401,"threshold_uncertainty_score":0.998148},"labels":[],"label_agreement":null},{"id":"W2049192637","doi":"10.1097/01.mcg.0000190780.88397.d6","title":"Dysphagia in Aging","year":2005,"lang":"en","type":"letter","venue":"Journal of Clinical Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Dysphagia; Internal medicine; Gastroenterology; General surgery; Surgery","score_opus":0.10472471439397583,"score_gpt":0.5041742018183031,"score_spread":0.39944948742432723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049192637","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028476212,0.0001396212,0.0007390427,0.9539738,0.011362411,0.0004949033,0.0000076443885,0.000022873424,0.004783471],"genre_scores_gemma":[0.009395601,0.0006723371,0.002171443,0.954142,0.025502898,0.000019838186,0.000022564158,0.000064229745,0.008009094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98890036,0.003357385,0.005659122,0.00038139947,0.00056784344,0.0011339108],"domain_scores_gemma":[0.9928202,0.0018343922,0.0044648126,0.0004144581,0.00028870034,0.00017744745],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0060281954,0.00035311034,0.0020550245,0.0006037491,0.00008314786,0.000012185547,0.00085380295,0.0014085973,0.0016085779],"category_scores_gemma":[0.0006471531,0.00028746063,0.000604632,0.00011322145,0.0001397644,0.00022662702,0.00034771906,0.0143890735,0.00025623792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026240473,0.000103922655,0.31684116,0.00010416972,0.00025786672,0.0012440687,0.000043271262,0.000007993318,3.1031803e-7,0.000014093682,0.6793676,0.0017531759],"study_design_scores_gemma":[0.0040967725,0.0009296582,0.13509709,0.0004037124,0.0001876078,0.000029104269,0.00007347675,0.000021834223,5.2080818e-8,0.00017717454,0.85888004,0.000103473845],"about_ca_topic_score_codex":0.000013606256,"about_ca_topic_score_gemma":0.0001529517,"teacher_disagreement_score":0.18174407,"about_ca_system_score_codex":0.00021799326,"about_ca_system_score_gemma":0.00037865236,"threshold_uncertainty_score":0.99995774},"labels":[],"label_agreement":null},{"id":"W2050352736","doi":"10.1111/j.1476-4431.2008.00368.x","title":"Medical and surgical management of severe barium aspiration in a dog","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aspiration pneumonia; Thoracotomy; Bronchoscopy; Surgery; Pneumonia; Labrador Retriever; Histopathology; Bronchoalveolar lavage; Lung; Pathology; Internal medicine","score_opus":0.07552273918419704,"score_gpt":0.45069358721927477,"score_spread":0.3751708480350777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050352736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98661804,0.0029931501,0.0001510741,0.00132144,0.00061868434,0.00016276822,0.000003659026,0.0000052975,0.008125876],"genre_scores_gemma":[0.9954546,0.003761786,0.00042155533,0.00007565407,0.00010868267,0.000009599987,0.0000021750132,0.000006834018,0.0001591148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983054,0.00022242451,0.0007259209,0.00012266013,0.0004112715,0.00021231518],"domain_scores_gemma":[0.99939275,0.000099490404,0.00010134684,0.000078353536,0.00015785752,0.00017021221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004550335,0.000097665594,0.00025663496,0.00009992025,0.00014569155,0.0000020294776,0.00008848608,0.00011005812,0.00097251456],"category_scores_gemma":[0.000053421372,0.00007999525,0.000051552845,0.0001064961,0.00008088153,0.00017561566,0.0001571262,0.00034360844,0.000002029849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002652687,0.0016684525,0.75871366,0.025369305,0.0004828775,0.039275154,0.015985832,0.000014953352,0.0002556242,0.11149309,0.008368696,0.03571967],"study_design_scores_gemma":[0.0060302047,0.005915571,0.91337556,0.0018627751,0.00023550919,0.001446611,0.03125982,0.00020202965,0.000006798054,0.0021947157,0.03703342,0.00043698098],"about_ca_topic_score_codex":0.000010188768,"about_ca_topic_score_gemma":0.000005600271,"teacher_disagreement_score":0.15466191,"about_ca_system_score_codex":0.000032313787,"about_ca_system_score_gemma":0.000054055705,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W2050507396","doi":"10.1177/1471301210364451","title":"Mealtimes and being connected in the community-based dementia context","year":2010,"lang":"en","type":"article","venue":"Dementia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Waterloo; Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Dementia; Context (archaeology); Face (sociological concept); Meaning (existential); Psychology; Grounded theory; Identity (music); Social psychology; Sociology; Developmental psychology; Qualitative research; Psychotherapist; Medicine; Aesthetics","score_opus":0.04408876687453869,"score_gpt":0.3844034187351717,"score_spread":0.34031465186063303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050507396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96498156,0.00012384435,0.00058202073,0.0035676693,0.00064054213,0.0012123225,0.0000066440766,0.0000821472,0.028803281],"genre_scores_gemma":[0.99001247,0.00001036684,0.0006943991,0.008704678,0.00005285948,0.00022416671,0.000079114965,0.000016625783,0.0002053454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772304,0.0010873993,0.00039554943,0.00016306911,0.00021227154,0.00041865546],"domain_scores_gemma":[0.99859476,0.0007022053,0.00014818906,0.0004363815,0.000059095502,0.000059377937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233941,0.00014747222,0.00017731024,0.000120453515,0.0011023482,0.000040451392,0.00034545723,0.00009585987,0.0008870745],"category_scores_gemma":[0.00007075248,0.00011150152,0.00003161107,0.00018379724,0.00007966619,0.0001181025,0.00018109886,0.0011485439,0.000081445156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072587,0.00036623192,0.8649073,0.00031440702,0.00042415995,0.000012557953,0.009248565,0.000002419675,0.0025692594,0.086861774,0.027238904,0.007981829],"study_design_scores_gemma":[0.0039867093,0.00010985932,0.66928256,0.00009803135,0.00037264873,5.06479e-7,0.010735359,0.0006251085,0.00016638095,0.003025054,0.31132752,0.00027028183],"about_ca_topic_score_codex":0.0011378623,"about_ca_topic_score_gemma":0.010033032,"teacher_disagreement_score":0.2840886,"about_ca_system_score_codex":0.000015700236,"about_ca_system_score_gemma":0.00006700122,"threshold_uncertainty_score":0.9712844},"labels":[],"label_agreement":null},{"id":"W2050929233","doi":"10.1007/s00455-005-0023-z","title":"Bolus Location at the Initiation of the Pharyngeal Stage of Swallowing in Healthy Older Adults","year":2005,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre; Western University","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Hyoid bone; Pharynx; Dysphagia; Anesthesia; Surgery","score_opus":0.025010927439881602,"score_gpt":0.3690583307251648,"score_spread":0.3440474032852832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050929233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98141235,0.00050674897,0.0003106362,0.0048462283,0.0007284463,0.0017601228,0.000020290923,0.000025524683,0.010389669],"genre_scores_gemma":[0.99196005,0.00007695357,0.00012466323,0.0020575437,0.0000865309,0.00012214585,0.000026887688,0.000016239082,0.00552896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980348,0.00040425287,0.00069685426,0.00018861759,0.00035797973,0.00031750507],"domain_scores_gemma":[0.9987126,0.0002510353,0.0004698245,0.00040091027,0.00012713621,0.00003851653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093793985,0.00011661036,0.00019749373,0.00008130434,0.0002705996,0.0000033734154,0.00026143627,0.00008871338,0.00064716797],"category_scores_gemma":[0.0000780415,0.00007537803,0.000054152417,0.00039726007,0.000052110016,0.00018904202,0.0002125885,0.0002969372,0.000057581135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025180944,0.0015686469,0.7782143,0.004992075,0.0003265081,0.0000064937226,0.05262983,0.0034839567,0.0018302739,0.026579145,0.060619675,0.06723103],"study_design_scores_gemma":[0.0040044333,0.000100314865,0.96105343,0.0005278151,0.000049596198,2.4301139e-7,0.0041531827,0.0029736327,0.001405996,0.0000505307,0.025536777,0.00014403221],"about_ca_topic_score_codex":0.00048222757,"about_ca_topic_score_gemma":0.0019443728,"teacher_disagreement_score":0.18283917,"about_ca_system_score_codex":0.0002894907,"about_ca_system_score_gemma":0.00019932346,"threshold_uncertainty_score":0.7086035},"labels":[],"label_agreement":null},{"id":"W2051136019","doi":"10.1044/1092-4388(2009/08-0131)","title":"Tongue Movements During Water Swallowing in Healthy Young and Older Adults","year":2009,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs","keywords":"Swallowing; Tongue; Audiology; Psychology; Medicine; Physical medicine and rehabilitation; Surgery; Pathology","score_opus":0.045879268795467,"score_gpt":0.45431684944331613,"score_spread":0.40843758064784913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051136019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99340373,0.0008622861,0.0000065645654,0.0023632124,0.00013936497,0.0004293424,5.494723e-7,0.00001004503,0.0027849104],"genre_scores_gemma":[0.99626493,0.00069271866,0.0003636165,0.0002813123,0.00031003688,0.0000058718542,0.0000014121006,0.00001232378,0.0020677578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977955,0.00022529297,0.0005252018,0.00018761668,0.00056426437,0.00070212793],"domain_scores_gemma":[0.99936086,0.000096810996,0.00008104758,0.00013215966,0.00013951358,0.00018963052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031533793,0.000104077604,0.000256512,0.00053504534,0.00040386623,0.00004975248,0.00012645748,0.00008927831,0.00012239678],"category_scores_gemma":[0.00006890701,0.000074568095,0.000030306952,0.00015888398,0.000025357604,0.00030758738,0.00020064053,0.0011645831,0.000009030791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002255313,0.0006016678,0.72563124,0.0021015462,0.00013660145,0.003942826,0.12649742,0.0000057082534,0.041148808,0.00036280742,0.0010145846,0.09630149],"study_design_scores_gemma":[0.004306122,0.00041544673,0.95795393,0.00145319,0.000007831929,0.000027614216,0.033861026,0.00004521676,0.0012528333,0.00021141567,0.00034210872,0.00012328486],"about_ca_topic_score_codex":0.0006860459,"about_ca_topic_score_gemma":0.0002120848,"teacher_disagreement_score":0.23232268,"about_ca_system_score_codex":0.00017354365,"about_ca_system_score_gemma":0.000059199174,"threshold_uncertainty_score":0.50595987},"labels":[],"label_agreement":null},{"id":"W2051412796","doi":"10.1044/1092-4388(2009/09-0076)","title":"Tongue Pressure Modulation During Swallowing: Water Versus Nectar-Thick Liquids","year":2009,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Tongue; Swallowing; Hard palate; Nectar; Audiology; Anatomy; Modulation (music); Medicine; Chemistry; Dentistry; Biology; Acoustics; Physics; Pathology; Ecology","score_opus":0.09549673406801469,"score_gpt":0.47593942033515346,"score_spread":0.3804426862671388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051412796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864375,0.00059131195,0.000038090588,0.0035577333,0.00034797672,0.00033078808,5.867546e-7,0.000025446734,0.008670539],"genre_scores_gemma":[0.9881017,0.00019641418,0.0006248644,0.00008564246,0.0010062531,0.000004068897,0.0000029521082,0.000015287429,0.009962809],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99766886,0.00029090844,0.0004561908,0.00017498664,0.0007813574,0.0006276657],"domain_scores_gemma":[0.9990152,0.0001820101,0.00009394492,0.00020512441,0.00032298273,0.00018072223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029995623,0.00011229057,0.00024362816,0.00038122947,0.0006313919,0.00006684826,0.00019563962,0.00014129444,0.0004353051],"category_scores_gemma":[0.00016992277,0.00007915081,0.00006410456,0.00016211001,0.000030641444,0.00037840623,0.00018411753,0.0013785923,0.00003946975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007492113,0.0008100584,0.052228123,0.002424812,0.0011639176,0.0034417987,0.10866501,0.0005225579,0.704241,0.0039251614,0.012768731,0.10231676],"study_design_scores_gemma":[0.018109689,0.0042719115,0.83177483,0.002332735,0.0003157082,0.00008774615,0.048167944,0.0020228955,0.036204666,0.0022624317,0.053574916,0.00087451254],"about_ca_topic_score_codex":0.00017569111,"about_ca_topic_score_gemma":0.00003257609,"teacher_disagreement_score":0.77954674,"about_ca_system_score_codex":0.00012330693,"about_ca_system_score_gemma":0.000085324085,"threshold_uncertainty_score":0.59893745},"labels":[],"label_agreement":null},{"id":"W2051500215","doi":"10.1046/j.1365-2389.2003.51318.x","title":"Interventions to Prevent Aspiration Pneumonia in Older Adults: A Systematic Review","year":2003,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychological intervention; MEDLINE; Blinding; Randomized controlled trial; Aspiration pneumonia; CINAHL; Intensive care medicine; Systematic review; Population; Cochrane Library; Pneumonia; Physical therapy; Surgery; Internal medicine; Environmental health; Nursing","score_opus":0.0506564752303988,"score_gpt":0.45101480493125856,"score_spread":0.40035832970085977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051500215","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002953392,0.9893592,0.0005441337,0.00077017857,0.0013127195,0.007828427,0.000014654193,0.000012238512,0.00012893105],"genre_scores_gemma":[0.000009623577,0.9938516,0.0009807852,0.002840287,0.00018051022,0.00067919894,0.0000051278234,0.00005387632,0.0013990081],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9918588,0.0030277227,0.0037544982,0.00026379022,0.0006622219,0.00043298214],"domain_scores_gemma":[0.98908687,0.00041316816,0.009365067,0.0006639337,0.0003223597,0.00014858965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045439205,0.0003868033,0.0033396622,0.00020857411,0.00023574995,0.000027830893,0.0009341711,0.00013017804,0.00006645822],"category_scores_gemma":[0.00055458,0.00023038659,0.0030747303,0.002216579,0.000037116217,0.00012073279,0.0003382373,0.0013851952,0.00006290269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022596125,0.00023439892,0.000018841349,0.95830625,0.00028740714,0.000002839755,0.00047840705,0.0000018767895,3.3127396e-8,0.000035504956,0.029463144,0.011169032],"study_design_scores_gemma":[0.00026818746,0.00014374637,0.00006883171,0.8402496,0.005200872,0.000010346572,0.0010553368,0.0000016666164,6.9602177e-9,0.000014136841,0.1527596,0.00022765697],"about_ca_topic_score_codex":0.000028885583,"about_ca_topic_score_gemma":0.000015514199,"teacher_disagreement_score":0.12329645,"about_ca_system_score_codex":0.0015835629,"about_ca_system_score_gemma":0.0008281632,"threshold_uncertainty_score":0.9394893},"labels":[],"label_agreement":null},{"id":"W2051631384","doi":"10.1007/s00455-004-0004-7","title":"Oropharyngeal Dysphagia: Surveying Practice Patterns of the Speech?Language Pathologist","year":2004,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Toronto Public Health; Toronto Western Hospital; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Dysphagia; Medicine; Speech-Language Pathology; Otorhinolaryngology; Swallowing; Clinical Practice; Test (biology); Family medicine; Physical therapy; Surgery","score_opus":0.030630793268318062,"score_gpt":0.39655878496185887,"score_spread":0.3659279916935408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051631384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110818,0.00089509384,0.0053871977,0.0062296493,0.0057414817,0.0030421978,0.00021599865,0.00036564854,0.06704092],"genre_scores_gemma":[0.98787004,0.00013571703,0.0024564897,0.0036409935,0.00025023773,0.00012427258,0.00005853817,0.000062815496,0.0054009254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603975,0.0009801676,0.0009063265,0.00050709944,0.0007207869,0.0008458525],"domain_scores_gemma":[0.9970964,0.00062868756,0.0008040261,0.0010436685,0.00027633907,0.00015087143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021232383,0.00033554196,0.0004728217,0.000110054316,0.0007012352,0.000026738724,0.00078784465,0.00023529174,0.0011395215],"category_scores_gemma":[0.0008471837,0.00024059763,0.00016029936,0.00046790362,0.00013334822,0.00044112385,0.00069487875,0.0010102069,0.0005464273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000733172,0.0027453916,0.8004714,0.0026727777,0.0017990096,0.002309378,0.034968484,0.0004779615,0.017638728,0.073633045,0.029610986,0.03293967],"study_design_scores_gemma":[0.01140102,0.00053891976,0.854457,0.000987809,0.0010455574,0.000074553536,0.039188664,0.000068300404,0.008198007,0.0017557124,0.08092761,0.0013568517],"about_ca_topic_score_codex":0.0026201992,"about_ca_topic_score_gemma":0.0006645607,"teacher_disagreement_score":0.0767882,"about_ca_system_score_codex":0.00032475402,"about_ca_system_score_gemma":0.00036545415,"threshold_uncertainty_score":0.99977356},"labels":[],"label_agreement":null},{"id":"W2052089520","doi":"10.1152/jn.01144.2003","title":"Cerebral Areas Processing Swallowing and Tongue Movement Are Overlapping but Distinct: A Functional Magnetic Resonance Imaging Study","year":2004,"lang":"en","type":"article","venue":"Journal of Neurophysiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Functional magnetic resonance imaging; Supplementary motor area; Tongue; Neuroscience; Postcentral gyrus; Psychology; Lateralization of brain function; Premotor cortex; Posterior parietal cortex; Somatosensory system; Insular cortex; Motor cortex; Cortex (anatomy); Secondary somatosensory cortex; Anatomy; Medicine; Pathology","score_opus":0.02889276365929821,"score_gpt":0.3289451763922693,"score_spread":0.30005241273297106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052089520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956223,0.00045278246,0.00057302666,0.0014005959,0.0009923103,0.0004448298,0.0000021971678,0.00002648734,0.00048548816],"genre_scores_gemma":[0.9968939,0.000032110067,0.000310852,0.0017742562,0.0005259452,0.000022823215,0.0000013883189,0.000025322224,0.00041341988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803793,0.0002469286,0.0007039134,0.0002853571,0.0003146459,0.00041123034],"domain_scores_gemma":[0.99880934,0.00011703503,0.0006039272,0.00015129964,0.00020114449,0.00011726816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019826205,0.00019399029,0.0003886835,0.00016076624,0.00053168245,0.000027742344,0.00016053606,0.000041037398,0.000077279765],"category_scores_gemma":[0.00010387909,0.00016024015,0.00006998337,0.00015126068,0.000060791834,0.00028055126,0.00024523746,0.00060681417,0.000010711018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016341044,0.002098373,0.87414664,0.0008030797,0.00020612041,0.0027718851,0.005749359,0.0025114473,0.05988781,0.0015543452,0.001296181,0.04734068],"study_design_scores_gemma":[0.0029318572,0.0005777804,0.9883569,0.00029456036,0.000074706215,0.00001828517,0.0047504487,0.000248075,0.0000049357773,0.001436193,0.0011663341,0.0001399422],"about_ca_topic_score_codex":0.000046713405,"about_ca_topic_score_gemma":0.000016991697,"teacher_disagreement_score":0.11421026,"about_ca_system_score_codex":0.0001555852,"about_ca_system_score_gemma":0.00017652877,"threshold_uncertainty_score":0.65344036},"labels":[],"label_agreement":null},{"id":"W2053333130","doi":"10.1053/gast.2001.26291","title":"Dysphagia in a patient with lateral medullary syndrome: Insight into the central control of swallowing","year":2001,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Nucleus ambiguus; Swallowing; Anatomy; Esophagus; Medicine; Dorsal motor nucleus; Peristalsis; Dilator; Medulla oblongata; Dysphagia; Vagus nerve; Internal medicine; Central nervous system; Surgery","score_opus":0.010245997051143277,"score_gpt":0.28859231285291803,"score_spread":0.27834631580177477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053333130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917235,0.00006221714,0.0017643545,0.0036117518,0.0005229418,0.0009939623,0.0000030121473,0.000032199936,0.0012860791],"genre_scores_gemma":[0.9960159,0.00003494863,0.0002551095,0.003229677,0.000032252174,0.0002006594,0.000013807323,0.000019592077,0.00019806251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751127,0.0006114943,0.00057819695,0.00025735737,0.00021943782,0.00082226534],"domain_scores_gemma":[0.99921805,0.00011008454,0.00022886899,0.00029974632,0.000053008556,0.000090272435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003218606,0.00018101078,0.00037923994,0.00014278229,0.00015885982,0.000005304852,0.00024576517,0.00008708979,0.00027835128],"category_scores_gemma":[0.000013586613,0.000115578965,0.00005308021,0.00016090719,0.00010458118,0.00011663231,0.0001481425,0.00042566497,0.000023381097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011018367,0.00015201722,0.99030524,0.00004442913,0.00017834423,0.0004909755,0.0062182415,0.00013503879,0.00008614449,0.00032046056,0.00031098037,0.00065626367],"study_design_scores_gemma":[0.0056583816,0.0015204997,0.9853134,0.00013421137,0.00008210394,0.00011258643,0.001531478,0.00044368187,0.000006056664,0.00010923437,0.004993028,0.00009529915],"about_ca_topic_score_codex":0.0004839211,"about_ca_topic_score_gemma":0.0030607125,"teacher_disagreement_score":0.0049918294,"about_ca_system_score_codex":0.00012883444,"about_ca_system_score_gemma":0.000060547805,"threshold_uncertainty_score":0.47131735},"labels":[],"label_agreement":null},{"id":"W2053900530","doi":"10.12927/cjnl.2013.23321","title":"More than Just a Simple Swish and Spit: Implementation of Oral Care Best Practice in Clinical Neurosciences","year":2013,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ontario Stroke Network","funders":"London Health Sciences Centre","keywords":"Best practice; Medicine; Audit; Health care; Stroke (engine); Nursing; Aspiration pneumonia; MEDLINE; Medical emergency; Intensive care medicine; Pneumonia; Family medicine","score_opus":0.37981096486003724,"score_gpt":0.5543212599004508,"score_spread":0.17451029504041354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053900530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723658,0.00020152217,0.000072748946,0.019834375,0.0011167439,0.0012279075,0.000004299476,0.000034723784,0.0051418594],"genre_scores_gemma":[0.99742746,0.000035096276,0.00080814335,0.0012809215,0.00008673583,0.000056601366,0.000014904479,0.000012965218,0.00027716652],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99802095,0.00047370972,0.00053655327,0.0002850943,0.00025759844,0.00042612103],"domain_scores_gemma":[0.99890685,0.00042766667,0.00028474827,0.000169104,0.00011862868,0.000093025126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070639665,0.00010991438,0.0002037883,0.00011527483,0.00020385343,0.000028684257,0.00013212224,0.00009474728,0.00012165047],"category_scores_gemma":[0.00023074364,0.000101666934,0.000031794643,0.0002329527,0.00019580162,0.00056450506,0.000040184656,0.00034983526,0.000027645663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042465796,0.00034388225,0.8246511,0.000456044,0.000016416732,0.0000055322253,0.054388862,0.0000036191122,0.00013305593,0.0015516607,0.0060515176,0.11235584],"study_design_scores_gemma":[0.0006875496,0.00024327348,0.4536777,0.00014932758,0.00004220068,3.9120192e-7,0.54361343,0.000060118527,0.000011920465,0.00015162508,0.0012880577,0.00007437109],"about_ca_topic_score_codex":0.0023360965,"about_ca_topic_score_gemma":0.000890891,"teacher_disagreement_score":0.48922458,"about_ca_system_score_codex":0.000082408726,"about_ca_system_score_gemma":0.00013131196,"threshold_uncertainty_score":0.4145857},"labels":[],"label_agreement":null},{"id":"W2054130391","doi":"10.1007/s004559910006","title":"Screening for Oropharyngeal Dysphagia in Stroke: Insufficient Evidence for Guidelines","year":2000,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":242,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Otorhinolaryngology; Dysphagia; Oropharyngeal dysphagia; Hepatology; Stroke (engine); Internal medicine; Swallowing; Head and neck surgery; Neurology; General surgery; Intensive care medicine; Surgery; Psychiatry","score_opus":0.4600360343022026,"score_gpt":0.5781157332616582,"score_spread":0.11807969895945564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054130391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009823411,0.9605944,0.013103937,0.00039840254,0.0032609259,0.019282956,0.0008629741,0.00028254607,0.0022040098],"genre_scores_gemma":[0.000009531306,0.9283096,0.021611664,0.0010627154,0.0013578131,0.014477565,0.0009863505,0.0002937262,0.031891044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908228,0.0006880931,0.0039495397,0.0016631725,0.000733401,0.0021430175],"domain_scores_gemma":[0.9924309,0.004045899,0.0014849798,0.0011792586,0.0005017361,0.00035721922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037347043,0.0012195004,0.0036648158,0.00090320245,0.00087181927,0.000086935266,0.0014009675,0.0010253916,0.0012323043],"category_scores_gemma":[0.0012582137,0.0010548228,0.0010054002,0.00085304986,0.00009052682,0.00046313487,0.00046364559,0.0013488736,0.00040854083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001977591,0.00015333875,0.00006395492,0.035324752,0.00044439634,0.000020688427,0.00018352827,0.000036185553,3.4462735e-7,0.0012735013,0.108505175,0.85379636],"study_design_scores_gemma":[0.0022329518,0.00030376346,0.0000378613,0.03125078,0.0017172709,0.0000024036565,0.00017221305,0.00085669244,3.5130455e-7,0.00009448608,0.9624175,0.0009137405],"about_ca_topic_score_codex":0.00015948786,"about_ca_topic_score_gemma":0.00018616157,"teacher_disagreement_score":0.8539123,"about_ca_system_score_codex":0.0008178265,"about_ca_system_score_gemma":0.0016842657,"threshold_uncertainty_score":0.9996807},"labels":[],"label_agreement":null},{"id":"W2054853345","doi":"10.1097/rti.0000000000000091","title":"Chronic Pulmonary Microaspiration","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bronchiectasis; Asymptomatic; Radiology; Lung; Dysphagia; Air trapping; Pulmonary alveolar proteinosis; Subclinical infection; Pulmonary function testing; Pathology; Internal medicine","score_opus":0.028869481751564938,"score_gpt":0.43118267553749356,"score_spread":0.4023131937859286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054853345","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23355646,0.0044428143,0.42182016,0.034257714,0.010525202,0.0010895864,0.0000022807023,0.00016763638,0.29413813],"genre_scores_gemma":[0.9906875,0.000047772606,0.0030457897,0.0011340796,0.0018613881,0.0000051134316,0.0000021170788,0.000018585508,0.0031976681],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985382,0.00031334793,0.00054846285,0.00009008245,0.00023863206,0.0002712672],"domain_scores_gemma":[0.9988486,0.00011980458,0.00063139736,0.00014666306,0.0001806344,0.000072894654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018230928,0.00009102311,0.00018307003,0.00017563338,0.00027939578,0.000020279407,0.0001797761,0.000032121123,0.0002628386],"category_scores_gemma":[0.00007988676,0.000074133015,0.00007751095,0.000111080975,0.000019471718,0.00043407117,0.00008006033,0.00043645708,0.0001431739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071337505,0.000068582674,0.07166145,0.0004963268,0.00007995031,0.000059512284,0.00056478893,0.00011245808,0.022373078,0.0018803002,0.026755067,0.87587714],"study_design_scores_gemma":[0.0008459412,0.00017259814,0.04797061,0.0011797656,0.00025265408,0.00006889648,0.0017275377,0.013643643,0.0013633857,0.004492847,0.9279438,0.00033827173],"about_ca_topic_score_codex":0.000007757585,"about_ca_topic_score_gemma":0.0000029781654,"teacher_disagreement_score":0.9011888,"about_ca_system_score_codex":0.00023503602,"about_ca_system_score_gemma":0.00014104981,"threshold_uncertainty_score":0.30230567},"labels":[],"label_agreement":null},{"id":"W2055281985","doi":"10.1053/j.gastro.2010.01.052","title":"Adjunctive Functional Pharyngeal Electrical Stimulation Reverses Swallowing Disability After Brain Lesions","year":2010,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":205,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research; Foundation for the National Institutes of Health","keywords":"Swallowing; Stimulation; Functional electrical stimulation; Medicine; Neuroscience; Physical medicine and rehabilitation; Anesthesia; Psychology; Surgery","score_opus":0.026282450447367243,"score_gpt":0.3573793558524159,"score_spread":0.33109690540504866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055281985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828825,0.000004675345,0.007083129,0.0050180727,0.0025069017,0.00070826354,0.000018765299,0.00012681649,0.0016509037],"genre_scores_gemma":[0.99165887,0.0000021341239,0.0010940355,0.004813897,0.00054773374,0.00034984978,0.00012220987,0.000020017615,0.0013912325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977507,0.0004883865,0.00042411126,0.00042940798,0.00022894602,0.00067847804],"domain_scores_gemma":[0.9989229,0.00040400648,0.00012624972,0.00030555748,0.0000907324,0.00015053978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056435517,0.00018469678,0.00025471245,0.000087351815,0.00038558402,0.000008421035,0.00013212998,0.00017298709,0.0041576847],"category_scores_gemma":[0.00018982263,0.00016668197,0.00011004009,0.000111885485,0.0001401155,0.00022399036,0.0001965015,0.0009676954,0.00024304105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010643167,0.00023964448,0.9744808,0.000019692889,0.00007536618,0.000007951969,0.00015426871,0.000020602689,0.001865453,0.0012728883,0.019849151,0.00094985095],"study_design_scores_gemma":[0.0017393277,0.00028356627,0.9850055,0.000009229212,0.000060218106,0.0000022647978,0.00009883537,0.0007909899,0.0000054770685,0.0005368918,0.011384802,0.00008291444],"about_ca_topic_score_codex":0.000059054517,"about_ca_topic_score_gemma":0.0010816522,"teacher_disagreement_score":0.010524671,"about_ca_system_score_codex":0.00014969542,"about_ca_system_score_gemma":0.00006297029,"threshold_uncertainty_score":0.9967527},"labels":[],"label_agreement":null},{"id":"W2058038301","doi":"10.1161/01.str.0000190056.76543.eb","title":"Dysphagia After Stroke","year":2005,"lang":"en","type":"review","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1930,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; University of Toronto; University Health Network; Western University","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Pneumonia; Incidence (geometry); Aspiration pneumonia; Swallowing; Relative risk; Intensive care medicine; Physical therapy; Pediatrics; Internal medicine; Surgery; Confidence interval","score_opus":0.07643304283768669,"score_gpt":0.4645165835196095,"score_spread":0.3880835406819228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058038301","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012880503,0.81006664,0.00010133886,0.00009933863,0.0024650968,0.0024427723,0.0004522018,0.00022249002,0.18414883],"genre_scores_gemma":[0.0000060052907,0.6827788,0.0005846028,0.0003982679,0.0013572212,0.0017370622,0.00016071933,0.000104879364,0.31287244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956572,0.00061117235,0.0012990566,0.00071305595,0.00054146384,0.0011780421],"domain_scores_gemma":[0.9976722,0.0003260455,0.0006648768,0.0009899328,0.00008260129,0.000264366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006457978,0.00070908444,0.0019116483,0.0003639071,0.0003710421,0.000035249308,0.0006180235,0.0007212929,0.012364272],"category_scores_gemma":[0.000040280767,0.0005624134,0.0006757882,0.00021371969,0.00005544694,0.00017200106,0.0005862497,0.0018370934,0.0139293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008974639,0.000050407318,0.00011035384,0.010255043,0.0006272511,0.000035229183,0.00007137445,6.5993426e-8,3.238859e-8,0.0011820628,0.0561741,0.9314851],"study_design_scores_gemma":[0.00038961376,0.000038798797,0.000067458604,0.0046058334,0.0016399097,0.0000010988923,0.000102564394,0.0000012993397,2.2971495e-8,0.000013996882,0.99266964,0.0004697671],"about_ca_topic_score_codex":0.00002426739,"about_ca_topic_score_gemma":0.00012982082,"teacher_disagreement_score":0.93649554,"about_ca_system_score_codex":0.00054970756,"about_ca_system_score_gemma":0.0006661203,"threshold_uncertainty_score":0.9996827},"labels":[],"label_agreement":null},{"id":"W2059055232","doi":"10.1007/s00455-013-9501-x","title":"Event Sequence Variability in Healthy Swallowing: Building on Previous Findings","year":2014,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Bolus (digestion); Epiglottis; Audiology; Larynx; Anatomy; Surgery","score_opus":0.04546455829223085,"score_gpt":0.418884860136767,"score_spread":0.3734203018445362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059055232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216274,0.000044760665,0.013212532,0.005423494,0.0029079544,0.0026335502,0.000007738706,0.00033678595,0.053805802],"genre_scores_gemma":[0.9899822,0.000030548425,0.0019761135,0.005165679,0.00020378413,0.00034668256,0.00001767821,0.000037601254,0.0022397046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958455,0.0012655853,0.00083073205,0.00066409394,0.0004408004,0.00095327134],"domain_scores_gemma":[0.99795437,0.0009215654,0.00019993357,0.0006513932,0.00005729993,0.00021544412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005582706,0.0002741236,0.00042315977,0.0001979033,0.00045314708,0.00002074855,0.00039888665,0.00019892279,0.0006224301],"category_scores_gemma":[0.0007355864,0.0002556207,0.00008112398,0.0003936398,0.00004286143,0.0001979923,0.0002306537,0.0008661589,0.0005690341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007411353,0.001137434,0.4467907,0.0018834382,0.00017573441,0.00006520253,0.0049662925,0.0007308383,0.0015000564,0.4741693,0.032059416,0.035780437],"study_design_scores_gemma":[0.00970083,0.002006325,0.42324013,0.001988759,0.00016988216,0.0000027321817,0.0009948423,0.020888215,0.00035521828,0.035017073,0.5038702,0.001765789],"about_ca_topic_score_codex":0.00026872655,"about_ca_topic_score_gemma":0.00008367692,"teacher_disagreement_score":0.4718108,"about_ca_system_score_codex":0.0007707838,"about_ca_system_score_gemma":0.0001902903,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W2059293814","doi":"10.3109/09638288.2011.624249","title":"Validation of the Danish version of the McGill Ingestive Skills Assessment using classical test theory and the Rasch model","year":2011,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Herlev Hospital; Hospital Research Foundation; McGill University","keywords":"Rasch model; Construct validity; Psychology; Reliability (semiconductor); Construct (python library); Internal consistency; Danish; Classical test theory; Psychometrics; Clinical psychology; Developmental psychology; Item response theory; Computer science","score_opus":0.032519445226652385,"score_gpt":0.3687479240485469,"score_spread":0.3362284788218945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059293814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293876,0.000011658012,0.00068664126,0.0024328749,0.00020030525,0.0016107642,0.000046661207,0.000010113222,0.0020622218],"genre_scores_gemma":[0.99825543,0.000011898785,0.0014182515,0.00011144149,0.000012272579,0.00005575085,0.0000030625808,0.000007012921,0.00012485991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714154,0.0018170616,0.00043945608,0.00021025618,0.00025931917,0.00013234415],"domain_scores_gemma":[0.99467176,0.004435251,0.00032581706,0.00038693091,0.00015303088,0.000027211892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223874,0.000103122824,0.00019084099,0.000017318423,0.00064569287,0.0000035800422,0.00014716097,0.00009025018,0.0000233421],"category_scores_gemma":[0.0015227449,0.000048801256,0.00008583525,0.0001540212,0.0016933689,0.00016519595,0.00029415818,0.00024125497,4.094602e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003316427,0.0007191497,0.7168408,0.0006440354,0.000053507712,1.6710098e-8,0.018868228,0.00022976135,0.0013931867,0.2592719,0.00013029759,0.0015174717],"study_design_scores_gemma":[0.0012446151,0.00009365194,0.89877814,0.00018523424,0.00016095728,9.4832224e-8,0.010936784,0.0067763967,0.00026955034,0.08143145,0.000055468274,0.00006763518],"about_ca_topic_score_codex":0.00012585174,"about_ca_topic_score_gemma":0.000033881915,"teacher_disagreement_score":0.18193735,"about_ca_system_score_codex":0.000118475895,"about_ca_system_score_gemma":0.00006945101,"threshold_uncertainty_score":0.62392884},"labels":[],"label_agreement":null},{"id":"W2059623970","doi":"10.2182/cjot.2012.79.3.5","title":"Terms Used to Describe Pediatric Videofluoroscopic Feeding Studies: A Delphi Survey","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Delphi; Psychology; Medicine; Computer science","score_opus":0.525329092358528,"score_gpt":0.5412687837472349,"score_spread":0.015939691388706878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059623970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112535,0.0021071678,0.00103705,0.0010926421,0.0036456885,0.0005139122,0.000041497446,0.000011002433,0.00042569495],"genre_scores_gemma":[0.9938444,0.0002484546,0.0010427833,0.002591657,0.0015579115,0.00003406692,0.000014599483,0.000026292542,0.00063985976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997808,0.0003710672,0.00067530037,0.00011886751,0.000361433,0.00066537113],"domain_scores_gemma":[0.9974191,0.00053164316,0.00039362273,0.00014669192,0.00057730905,0.0009316157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025939143,0.00016399827,0.00030938245,0.00058940594,0.000580314,0.00002706073,0.0002775522,0.00007981146,0.00066484074],"category_scores_gemma":[0.00045944971,0.00013553308,0.000076302604,0.0004648319,0.000026616035,0.00043823282,0.00002387149,0.00030930128,0.0001158632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082582425,0.000023640814,0.93852043,0.000019844329,0.00013569725,0.000005759569,0.0058222935,0.000014930264,0.00003917775,0.00058042345,0.05405135,0.0007038785],"study_design_scores_gemma":[0.0008994736,0.0001387475,0.95231116,0.000057386722,0.000025958318,0.0000020015,0.001381019,0.000002103763,0.000009060643,0.00013587205,0.04489567,0.00014153954],"about_ca_topic_score_codex":0.0017468756,"about_ca_topic_score_gemma":0.011889136,"teacher_disagreement_score":0.013790743,"about_ca_system_score_codex":0.00065856386,"about_ca_system_score_gemma":0.0015694791,"threshold_uncertainty_score":0.727954},"labels":[],"label_agreement":null},{"id":"W2060832436","doi":"10.1111/jgs.12553","title":"Swallowing Dysfunction and Autonomic Nervous System Dysfunction in Alzheimer's Disease: A Scoping Review of the Evidence","year":2013,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Dysphagia; Medicine; Swallowing; Disease; Demographics; Internal medicine; Surgery","score_opus":0.0820469712807638,"score_gpt":0.4167664538032444,"score_spread":0.3347194825224806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060832436","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003737376,0.9923115,0.00018472824,0.00078981824,0.0027607817,0.0035033147,0.000005403289,0.00001575662,0.00005499534],"genre_scores_gemma":[0.00039488505,0.9979515,0.00032207815,0.00058823865,0.00044221463,0.00015650422,0.0000015436913,0.00004359652,0.00009941005],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9945666,0.001962136,0.0022098564,0.00028155124,0.00061549473,0.000364363],"domain_scores_gemma":[0.98965377,0.00086697727,0.008488039,0.00062072504,0.00024548825,0.0001249851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035649494,0.0003487289,0.0019940678,0.00010989075,0.0004110175,0.000031324664,0.00072469574,0.00011919531,0.000022632204],"category_scores_gemma":[0.00035952637,0.00018780975,0.001346003,0.0011783724,0.0001342868,0.00029277973,0.00062097475,0.0012144241,0.000007747896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030252239,0.00007663196,0.0034687032,0.56163055,0.0014118176,0.000004410003,0.0004398456,0.00006127023,0.0000022281847,0.0001073776,0.023517247,0.40924963],"study_design_scores_gemma":[0.0003105337,0.00006968363,0.0040260237,0.9206161,0.0074332063,0.0000108947615,0.0009192202,0.00011892509,6.603875e-8,0.000011254953,0.06621319,0.00027092008],"about_ca_topic_score_codex":0.00017597075,"about_ca_topic_score_gemma":0.000005303973,"teacher_disagreement_score":0.40897873,"about_ca_system_score_codex":0.0012264573,"about_ca_system_score_gemma":0.002219274,"threshold_uncertainty_score":0.7658659},"labels":[],"label_agreement":null},{"id":"W2061063645","doi":"10.1007/s00455-014-9592-z","title":"The Effect of Prophylactic Percutaneous Endoscopic Gastrostomy (PEG) Tube Placement on Swallowing and Swallow-Related Outcomes in Patients Undergoing Radiotherapy for Head and Neck Cancer: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Swallowing; Cochrane Library; Dysphagia; Randomized controlled trial; CINAHL; MEDLINE; Head and neck cancer; Percutaneous endoscopic gastrostomy; PsycINFO; Physical therapy; Gastrostomy; Quality of life (healthcare); Radiation therapy; Surgery; Psychological intervention; PEG ratio","score_opus":0.025203430712054522,"score_gpt":0.3994322550821536,"score_spread":0.3742288243700991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061063645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003980716,0.96417093,0.000008021632,0.00014129828,0.00086631015,0.030622214,0.000031940785,0.000044599095,0.00013399562],"genre_scores_gemma":[0.002077552,0.9902227,0.0001038844,0.00018977998,0.000026470354,0.0059511606,0.000062984465,0.00011088015,0.0012545887],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941783,0.0018933198,0.0020253898,0.0006149399,0.000554599,0.0007334449],"domain_scores_gemma":[0.9946712,0.0031060467,0.0013604772,0.0005940013,0.00010308834,0.0001651829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023667256,0.0007416817,0.004126953,0.00021026206,0.00041091995,0.0000412407,0.00033301662,0.0002630963,0.000020470148],"category_scores_gemma":[0.0005629979,0.00042250735,0.00026180368,0.00025917048,0.00006343458,0.00009915648,0.00016142763,0.0006836579,0.000011372805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010957066,0.00007129557,0.0059288633,0.962019,0.001259137,0.000011350587,0.00026980598,0.0000017326562,1.48182e-7,0.00007703466,0.0003215892,0.029930467],"study_design_scores_gemma":[0.007786632,0.00429793,0.00038210853,0.9436898,0.0066906824,0.000005782822,0.00012692231,0.00006548166,1.907968e-7,0.000015057096,0.036349252,0.0005901153],"about_ca_topic_score_codex":0.00006135895,"about_ca_topic_score_gemma":0.0001074444,"teacher_disagreement_score":0.036027662,"about_ca_system_score_codex":0.0010877998,"about_ca_system_score_gemma":0.0004217737,"threshold_uncertainty_score":0.9998227},"labels":[],"label_agreement":null},{"id":"W2061190022","doi":"10.1177/000348941312200508","title":"Causes of Dysphagia in a Tertiary-Care Swallowing Center","year":2013,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Cohort; Laryngoscopy; Retrospective cohort study; Outpatient clinic; Epiglottis; Pediatrics; Endoscopy; Ambulatory; Medical diagnosis; Physical therapy; Surgery; Internal medicine; Radiology; Intubation; Larynx","score_opus":0.049083325024415814,"score_gpt":0.40012727380378216,"score_spread":0.35104394877936634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061190022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96961325,0.001116163,0.000060308037,0.009926804,0.0008808257,0.001297767,0.000013888553,0.000065709966,0.017025277],"genre_scores_gemma":[0.99124295,0.0003825904,0.0004033172,0.0064345705,0.000044441313,0.00040401082,0.000047507725,0.000026082429,0.001014529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959277,0.0010683936,0.001290432,0.00048808573,0.00013134864,0.0010940727],"domain_scores_gemma":[0.99787515,0.00049376674,0.000580125,0.0005835144,0.00037177288,0.00009567504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000418478,0.00028175756,0.00095792464,0.00062229467,0.00012191682,0.000002022034,0.0005453548,0.0007462963,0.0034077629],"category_scores_gemma":[0.00018805217,0.00025965393,0.00014729192,0.00023010229,0.0004975916,0.00023289205,0.00050336367,0.00071880216,0.0005057018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006723455,0.00024405897,0.9667687,0.00031517787,0.0003154328,0.000055282828,0.0023222808,0.000004978621,0.0017778218,0.0121221915,0.015075335,0.00093150086],"study_design_scores_gemma":[0.0018139911,0.00032664393,0.9820347,0.00010208122,0.00004588919,0.000010067331,0.0022489666,0.000026740285,0.0010340548,0.002002795,0.010157908,0.00019619723],"about_ca_topic_score_codex":0.0011502433,"about_ca_topic_score_gemma":0.0010252834,"teacher_disagreement_score":0.021629695,"about_ca_system_score_codex":0.000032056185,"about_ca_system_score_gemma":0.00015444368,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W2062209317","doi":"10.1007/s00455-008-9200-1","title":"Effects of Age and Stimulus on Submental Mechanomyography Signals During Swallowing","year":2009,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Medicine; Electromyography; Stimulus (psychology); Cannula; Vestibular evoked myogenic potential; Anesthesia; Audiology; Physical medicine and rehabilitation; Surgery; Psychology; Vestibular system","score_opus":0.01399136911938612,"score_gpt":0.3344010641888812,"score_spread":0.32040969506949507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062209317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863545,0.00029404677,0.0003263317,0.00023665739,0.0004842156,0.0012734329,0.0000035014582,0.00011826754,0.01090907],"genre_scores_gemma":[0.9968454,0.000072201175,0.0004604731,0.00088685116,0.000074587,0.00006980352,0.000008680849,0.00001914532,0.0015628343],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99835265,0.0001741476,0.0003832484,0.00030806602,0.00029109436,0.00049078715],"domain_scores_gemma":[0.9992148,0.0002478505,0.00016453746,0.0002058915,0.00002926413,0.0001376408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031443534,0.00020534256,0.00032363934,0.00023276279,0.00032944776,0.000012521536,0.0001407118,0.00010309257,0.0001295424],"category_scores_gemma":[0.00003282585,0.00018754671,0.00007927586,0.00022357522,0.00003150813,0.0001382245,0.00009216449,0.00027833835,0.000041581014],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017003705,0.002795601,0.10238889,0.0069898684,0.0019208232,0.0025221917,0.0130374115,0.00013928971,0.71820986,0.08595617,0.0113094505,0.053030066],"study_design_scores_gemma":[0.005362733,0.0008355083,0.957935,0.0007264722,0.00022868295,9.966152e-7,0.00061140733,0.00011484482,0.029818814,0.0024820282,0.0014494698,0.00043404772],"about_ca_topic_score_codex":0.00002379231,"about_ca_topic_score_gemma":0.0000042394317,"teacher_disagreement_score":0.8555461,"about_ca_system_score_codex":0.00006280225,"about_ca_system_score_gemma":0.00002176673,"threshold_uncertainty_score":0.76479334},"labels":[],"label_agreement":null},{"id":"W2062212156","doi":"10.1002/mdc3.12037","title":"Challenges Faced by Patients With Progressive Supranuclear Palsy and their Families","year":2014,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Focus group; Qualitative research; Nursing; Medicine; Service provider; Service (business); Psychology; Family medicine","score_opus":0.04076893510908583,"score_gpt":0.413497344704839,"score_spread":0.37272840959575315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062212156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5609823,0.0033041807,0.0043414845,0.10523299,0.0018053224,0.008842986,0.000061729326,0.00057373027,0.31485528],"genre_scores_gemma":[0.95793957,0.008921358,0.0017920621,0.029073657,0.00013505667,0.00044648224,0.00009473558,0.00008418928,0.0015128977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623036,0.0014096958,0.00077387557,0.00062844297,0.00041251123,0.0005451059],"domain_scores_gemma":[0.99490577,0.0035878967,0.0006647461,0.00046078226,0.00018915,0.00019164286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021390049,0.00029802756,0.00043460057,0.000051191222,0.0005183098,0.000035731617,0.00021874245,0.00017113672,0.00014538685],"category_scores_gemma":[0.0014194521,0.00020276527,0.00006043625,0.0000997738,0.00017828125,0.00044837047,0.00030830776,0.00066629733,0.00009648799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015333636,0.004215202,0.32268482,0.0004457153,0.00094831607,0.0000017313738,0.0038530936,0.0000037121151,0.0000049694845,0.014446518,0.060141943,0.59172064],"study_design_scores_gemma":[0.006119369,0.0016050837,0.18306516,0.0001062558,0.000138158,2.2416971e-8,0.020729093,0.00012814318,0.0000011140405,0.0024840897,0.78527445,0.0003490528],"about_ca_topic_score_codex":0.00006937987,"about_ca_topic_score_gemma":0.00017653173,"teacher_disagreement_score":0.7251325,"about_ca_system_score_codex":0.000034939792,"about_ca_system_score_gemma":0.000039617047,"threshold_uncertainty_score":0.82685274},"labels":[],"label_agreement":null},{"id":"W2064097945","doi":"10.1007/s00455-012-9437-6","title":"Variation in Temporal Measures of Swallowing: Sex and Volume Effects","year":2012,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Population; Larynx; Audiology; Anesthesia; Surgery","score_opus":0.0391200083397892,"score_gpt":0.3619561838338676,"score_spread":0.3228361754940784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064097945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97523266,0.00063809054,0.0019749168,0.00034457797,0.0013119383,0.0011112245,0.0000034109942,0.000069238886,0.01931396],"genre_scores_gemma":[0.99484146,0.000022232076,0.00103628,0.00024756635,0.00011221011,0.00008953525,0.000011493594,0.00001620025,0.0036230471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985385,0.00032905696,0.00035638272,0.00014904524,0.00022304214,0.00040399653],"domain_scores_gemma":[0.9993561,0.00018416932,0.00014841203,0.00017422457,0.00003831624,0.00009877378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012855718,0.000116836556,0.00023749386,0.0001281108,0.000108317894,0.000005190069,0.000082737366,0.00011281227,0.00014996917],"category_scores_gemma":[0.00011825293,0.00010731077,0.000025279065,0.00016463886,0.00002289509,0.00027814586,0.0001029158,0.00021552415,0.00008332433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020480977,0.00010799212,0.9843559,0.0003560211,0.000055350014,0.0000025687311,0.0043009925,0.0000028391723,0.0012393536,0.0044022338,0.002804091,0.0023521665],"study_design_scores_gemma":[0.0010185068,0.000042978132,0.98042375,0.00007781648,0.000044077726,2.0054766e-7,0.00040768343,0.00021012501,0.00008326801,0.00030978568,0.017273985,0.000107811764],"about_ca_topic_score_codex":0.00040631677,"about_ca_topic_score_gemma":0.0000525984,"teacher_disagreement_score":0.019608792,"about_ca_system_score_codex":0.00007451545,"about_ca_system_score_gemma":0.00004818811,"threshold_uncertainty_score":0.4376006},"labels":[],"label_agreement":null},{"id":"W2064494750","doi":"10.1044/1092-4388(2011/11-0012)","title":"The Influence of Stimulus Taste and Chemesthesis on Tongue Movement Timing in Swallowing","year":2011,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Tongue; Swallowing; Stimulus (psychology); Audiology; Taste; Psychology; Citric acid; Communication; Chemistry; Anesthesia; Medicine; Neuroscience; Food science; Surgery; Cognitive psychology; Pathology","score_opus":0.13971193302927928,"score_gpt":0.4674155129263852,"score_spread":0.32770357989710597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064494750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939552,0.0004887512,0.0000049283976,0.00054591347,0.000040769977,0.00026061496,3.4654244e-7,0.0000031556406,0.004700343],"genre_scores_gemma":[0.9975466,0.000641975,0.0006890174,0.0001080704,0.00006048085,0.000007339685,1.16543006e-7,0.000008687958,0.0009377227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845517,0.000206551,0.00042511965,0.00010354374,0.00046539577,0.00034424246],"domain_scores_gemma":[0.99891645,0.00055955,0.00014457932,0.0001433721,0.00015092759,0.00008513353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046771183,0.00006957651,0.00018013087,0.0002531804,0.00028715312,0.000019129431,0.00016242055,0.00004845598,0.00004307355],"category_scores_gemma":[0.00027365505,0.000045285524,0.000024096338,0.00016645208,0.0000696177,0.00013120215,0.00022366161,0.0007101748,0.0000035354792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010147857,0.0003246552,0.6518655,0.0010596197,0.00023653457,0.0009687734,0.08918985,0.00007622947,0.03170982,0.0052921046,0.00082859956,0.21743351],"study_design_scores_gemma":[0.0012833277,0.00055379,0.9462606,0.0014885024,0.00001851873,0.0000044898998,0.044671565,0.000115977215,0.0037536877,0.0009106959,0.0008420882,0.00009676078],"about_ca_topic_score_codex":0.0009010696,"about_ca_topic_score_gemma":0.00016834264,"teacher_disagreement_score":0.2943951,"about_ca_system_score_codex":0.000078189856,"about_ca_system_score_gemma":0.00008412921,"threshold_uncertainty_score":0.30853957},"labels":[],"label_agreement":null},{"id":"W2065211342","doi":"10.1016/j.apmr.2012.11.033","title":"Proof-of-Principle Pilot Study of Oropharyngeal Air-Pulse Application in Individuals With Dysphagia After Hemispheric Stroke","year":2012,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Parkwood Institute; St Joseph's Health Care; Western University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Canadian Stroke Network; AstraZeneca","keywords":"Dysphagia; Stroke (engine); Oropharyngeal dysphagia; Physical medicine and rehabilitation; Medicine; Pulse (music); Rehabilitation; Audiology; Physical therapy; Psychology; Surgery; Optics; Physics","score_opus":0.01904948272539408,"score_gpt":0.36843804191975976,"score_spread":0.3493885591943657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065211342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953702,0.000108570566,0.00062589184,0.00028289616,0.00003459621,0.0019280612,0.00000599929,0.000008335983,0.0016354161],"genre_scores_gemma":[0.99726784,0.0000053706717,0.0020545668,0.000029102368,0.000078007,0.0004724695,0.000011138083,0.000010878778,0.000070634254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985876,0.00027356375,0.0004881081,0.00017549921,0.00028130363,0.00019392403],"domain_scores_gemma":[0.99758476,0.0017894893,0.00029719394,0.00020945519,0.000048016373,0.00007109003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035817618,0.00011410341,0.00038667917,0.00014011211,0.000039066133,4.4422626e-7,0.00007798762,0.000018193867,0.00001630893],"category_scores_gemma":[0.00012889954,0.00007616896,0.000021778806,0.00020350955,0.00024371594,0.00014197733,0.00008023746,0.00015583022,7.3955243e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005568998,0.0033322622,0.91133565,0.0014884952,0.00008905952,1.7502798e-7,0.061270263,0.000049004728,0.0056938115,0.0025858106,0.000022617534,0.01357598],"study_design_scores_gemma":[0.0027572073,0.010785608,0.9698897,0.0003773522,0.00010619824,4.2582073e-8,0.014504172,0.00027883137,0.00017367772,0.0009619896,0.00009303586,0.0000722032],"about_ca_topic_score_codex":0.00030192183,"about_ca_topic_score_gemma":0.00006294206,"teacher_disagreement_score":0.05855406,"about_ca_system_score_codex":0.000016368622,"about_ca_system_score_gemma":0.000034486726,"threshold_uncertainty_score":0.310608},"labels":[],"label_agreement":null},{"id":"W2065597664","doi":"10.1016/s0140-6736(00)02234-0","title":"Safe feeding methods in stroke patients","year":2000,"lang":"en","type":"article","venue":"The Lancet","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Stroke (engine); Dysphagia; Medicine; Rehabilitation; Physical therapy; Depression (economics); Malnutrition; Pediatrics; Surgery; Internal medicine","score_opus":0.10075208592515875,"score_gpt":0.4934850686879649,"score_spread":0.3927329827628061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065597664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3228825,0.00005906366,0.000321679,0.0048947637,0.0006293485,0.0006153656,0.000009730599,0.00006682852,0.6705207],"genre_scores_gemma":[0.8320661,0.00030138096,0.018119177,0.007757024,0.0008812681,0.00023248275,0.000025442236,0.000029811765,0.1405873],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987926,0.00043395255,0.00020659769,0.00010931521,0.00009996544,0.0003576034],"domain_scores_gemma":[0.9994344,0.00021355551,0.00005165768,0.00026429864,0.000014591089,0.000021507225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011196261,0.00006831827,0.00018958689,0.000032097363,0.00019630555,0.000007663511,0.00024131147,0.000039324666,0.004450396],"category_scores_gemma":[0.000034577395,0.00004423452,0.000020098367,0.00011346011,0.000014174115,0.00006569427,0.0000745445,0.00030117348,0.0006319376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013240757,0.0000948457,0.5057667,0.000098738055,0.000048158516,0.0000014901191,0.0032593028,0.00003294373,0.00012045775,0.006366046,0.23988739,0.24419153],"study_design_scores_gemma":[0.0014356242,0.00001712592,0.4712478,0.000047125395,0.000010009632,1.7317964e-8,0.00034604335,0.000100030185,0.000012429619,0.0007593707,0.5259657,0.000058772737],"about_ca_topic_score_codex":0.00009698612,"about_ca_topic_score_gemma":0.00004468644,"teacher_disagreement_score":0.5299334,"about_ca_system_score_codex":0.000065123626,"about_ca_system_score_gemma":0.000017569277,"threshold_uncertainty_score":0.99645966},"labels":[],"label_agreement":null},{"id":"W2066229248","doi":"10.1007/s00455-014-9518-9","title":"Oral Perceptual Discrimination of Viscosity Differences for Non-Newtonian Liquids in the Nectar- and Honey-Thick Ranges","year":2014,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Xanthan gum; Viscosity; Swallowing; Dysphagia; Audiology; Nectar; Medicine; Sensory system; Rheology; Food science; Chemistry; Psychology; Surgery; Materials science; Composite material; Biology","score_opus":0.047460848306916124,"score_gpt":0.38853506593085113,"score_spread":0.341074217623935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066229248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97981304,0.00005385063,0.008802643,0.004184678,0.00043046114,0.0014365014,0.000013610776,0.000026476717,0.005238742],"genre_scores_gemma":[0.996333,0.000053252785,0.0013661484,0.00078527216,0.0000957384,0.00026472824,0.00003094899,0.000013121977,0.0010578079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984502,0.00040526033,0.0003489327,0.00023656429,0.00022519883,0.0003338231],"domain_scores_gemma":[0.9989117,0.0005935279,0.00015047893,0.00022434325,0.00006962455,0.000050352854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013168418,0.00014826485,0.00028126474,0.000095512485,0.00031435257,0.000017978646,0.0002364943,0.00011191458,0.000088157976],"category_scores_gemma":[0.000121906734,0.00009819179,0.000041890577,0.00012850823,0.000098099874,0.00015280957,0.000100851095,0.00024049284,0.000012297824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008461458,0.000873809,0.6586494,0.0035763595,0.00023253581,0.0000044571884,0.13654509,0.000009535405,0.0069931704,0.11558572,0.028709367,0.04797444],"study_design_scores_gemma":[0.0020192475,0.00047150292,0.9729814,0.00015599634,0.00010035853,3.044506e-7,0.012157157,0.004417658,0.00009660222,0.0016484064,0.0057820715,0.0001693101],"about_ca_topic_score_codex":0.00038330525,"about_ca_topic_score_gemma":0.001644393,"teacher_disagreement_score":0.31433204,"about_ca_system_score_codex":0.00003324891,"about_ca_system_score_gemma":0.000042834003,"threshold_uncertainty_score":0.40041453},"labels":[],"label_agreement":null},{"id":"W2066463585","doi":"10.1155/2013/542909","title":"Optimal Approaches for Measuring Tongue-Pressure Functional Reserve","year":2013,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Data science; Computer science","score_opus":0.4706697740924477,"score_gpt":0.49972011309100706,"score_spread":0.029050338998559355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066463585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8276855,0.0046149795,0.021734163,0.03780186,0.0040306454,0.0055058138,0.000011190228,0.00009881372,0.09851703],"genre_scores_gemma":[0.94232684,0.000059927544,0.009330779,0.0001620294,0.0017723514,0.0002927937,0.000005039684,0.00003556133,0.046014674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969048,0.0005488133,0.0005578939,0.00017581924,0.0011442312,0.00066844374],"domain_scores_gemma":[0.996701,0.00090659043,0.00024952152,0.00022533268,0.0017095802,0.00020797465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006777561,0.00010468299,0.00023447674,0.00046822146,0.000807352,0.0000823222,0.00040966284,0.00009767142,0.0009696877],"category_scores_gemma":[0.00054370135,0.00008011745,0.00012259831,0.00024762715,0.000059659586,0.00053705176,0.00030603496,0.001279355,0.00009832405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003160699,0.00037969535,0.0468597,0.001514502,0.0007041604,0.000016455806,0.0018569067,0.002247223,0.0009584162,0.0113584045,0.9161574,0.017631024],"study_design_scores_gemma":[0.006465028,0.0011050503,0.16927782,0.0021149127,0.00023094905,0.000025968004,0.04275963,0.015986029,0.0006682683,0.014693834,0.74611676,0.00055574835],"about_ca_topic_score_codex":0.00012071655,"about_ca_topic_score_gemma":0.000011840457,"teacher_disagreement_score":0.17004068,"about_ca_system_score_codex":0.00017914468,"about_ca_system_score_gemma":0.000670364,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W2066780939","doi":"10.7748/ns2006.03.20.29.53.c4108","title":"Dysphagia management for progressive neurological conditions","year":2006,"lang":"en","type":"review","venue":"Nursing Standard","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Dysphagia; Health professionals; Medicine; Intensive care medicine; Physical medicine and rehabilitation; Health care; Surgery; Political science","score_opus":0.0942947448621884,"score_gpt":0.5230225796423764,"score_spread":0.428727834780188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066780939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.415682e-7,0.88500667,0.006249048,0.0004286852,0.0034784144,0.011713189,0.0011083102,0.00042807037,0.09158677],"genre_scores_gemma":[0.000005215551,0.9626187,0.006146736,0.00035874225,0.00080000894,0.007520173,0.0023680672,0.00016450367,0.02001783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581075,0.0005312574,0.0011794673,0.00084518985,0.00052136753,0.0011119806],"domain_scores_gemma":[0.9976831,0.000521431,0.00084820756,0.00060571154,0.00018648773,0.00015504308],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064572104,0.0006227946,0.0017475137,0.0003293512,0.0013133457,0.00006185533,0.00046109193,0.0005529281,0.00058819796],"category_scores_gemma":[0.000038560975,0.0004978754,0.00054652395,0.00034903135,0.0001828808,0.00009919804,0.0001319122,0.0008850542,0.00019579331],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003805756,0.00011444035,0.000006903856,0.0141600575,0.00028041616,0.000047622078,0.00003744305,6.684706e-7,5.1559517e-9,0.041884452,0.34506005,0.5983699],"study_design_scores_gemma":[0.0009912056,0.00028805068,0.000035117962,0.018732682,0.0031689154,0.0000033453496,0.00009933246,0.000008210374,2.2984649e-8,0.0041682203,0.9720661,0.00043882066],"about_ca_topic_score_codex":0.0000016834896,"about_ca_topic_score_gemma":0.0000031728284,"teacher_disagreement_score":0.62700605,"about_ca_system_score_codex":0.00076041813,"about_ca_system_score_gemma":0.00035680638,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W2067086741","doi":"10.3143/geriatrics.40.325","title":"Cerebrovascular disease and pneumonia in the elderly","year":2003,"lang":"en","type":"article","venue":"Nippon Ronen Igakkai Zasshi Japanese Journal of Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Aspiration pneumonia; Pneumonia; Swallowing; Pharyngeal reflex; Dopaminergic; Cough reflex; Anesthesia; Reflex; Dysphagia; Amantadine; Dopamine; Internal medicine; Intensive care medicine; Pharmacology; Surgery","score_opus":0.024962505668720596,"score_gpt":0.3371295549694664,"score_spread":0.3121670493007458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067086741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911414,0.0006238867,0.00030933262,0.002393596,0.00057212805,0.0006193915,0.000001345105,0.000016271488,0.0043226797],"genre_scores_gemma":[0.99741834,0.00048666404,0.00058671227,0.0007086588,0.00017943537,0.000031958298,0.0000019235204,0.000022556698,0.0005637532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964429,0.0012374237,0.0008979143,0.00020809895,0.0006969347,0.00051669445],"domain_scores_gemma":[0.9981122,0.00052640645,0.00054006174,0.00035636814,0.0001913522,0.00027360927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003979696,0.00020735187,0.00036132036,0.00029492012,0.00040340296,0.00005435844,0.00037159948,0.00009968551,0.00017303607],"category_scores_gemma":[0.00047905697,0.00013667399,0.00013612471,0.0005606216,0.00004580418,0.0004166765,0.00006965519,0.00071041496,0.000033652384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005832923,0.0011764026,0.92015874,0.00064031535,0.00041349622,0.0005853916,0.024963386,0.0004450067,0.0026242116,0.035440095,0.0066025206,0.0063671507],"study_design_scores_gemma":[0.005902662,0.0006638707,0.9028252,0.00012574033,0.00044834637,0.00008019907,0.027397485,0.0001424962,0.000017250306,0.006183437,0.05576139,0.00045194058],"about_ca_topic_score_codex":0.000041900017,"about_ca_topic_score_gemma":0.00004731883,"teacher_disagreement_score":0.049158867,"about_ca_system_score_codex":0.00012852666,"about_ca_system_score_gemma":0.00025221557,"threshold_uncertainty_score":0.5573404},"labels":[],"label_agreement":null},{"id":"W2067952841","doi":"10.1016/j.archger.2012.04.011","title":"Evaluation and management of oropharyngeal dysphagia in different types of dementia: A systematic review","year":2012,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":319,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Dysphagia; Dementia; Swallowing; Medicine; Percutaneous endoscopic gastrostomy; Oropharyngeal dysphagia; Aspiration pneumonia; Quality of life (healthcare); Intensive care medicine; Physical therapy; Pediatrics; Physical medicine and rehabilitation; Pneumonia; Disease; Surgery; Nursing; Internal medicine","score_opus":0.09885570781009603,"score_gpt":0.43977745250011596,"score_spread":0.3409217446900199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067952841","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001328922,0.9914326,0.00014842933,0.000029219362,0.00024321744,0.0054988367,0.00002016135,0.000005914347,0.0024887326],"genre_scores_gemma":[0.0014950822,0.9970597,0.00058320403,0.000016104468,0.000020548932,0.0006030543,0.00005215557,0.000016647247,0.0001535097],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9954847,0.0018665775,0.0017896658,0.00027364047,0.00028814917,0.000297266],"domain_scores_gemma":[0.996863,0.0008929305,0.0017746309,0.00035027252,0.00005971341,0.000059458533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018101282,0.00028979007,0.0028857025,0.00030564883,0.000055310065,0.0000014270556,0.00020266675,0.00016458752,0.000076309974],"category_scores_gemma":[0.00007434151,0.00020470089,0.00014256653,0.00016098155,0.000113191156,0.000054867396,0.00036358638,0.00023582896,0.0000023317652],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011741609,0.00010411758,0.00039037858,0.85227984,0.001259145,0.0000015583387,0.00029616582,6.059407e-8,1.4264162e-7,0.0031677855,0.000039965118,0.14244911],"study_design_scores_gemma":[0.0024122703,0.00036881305,0.010273609,0.8634711,0.10427313,0.0000060571933,0.0005571136,0.00006336769,4.216378e-7,0.0014268503,0.016586069,0.0005611777],"about_ca_topic_score_codex":0.00002541136,"about_ca_topic_score_gemma":0.000052228173,"teacher_disagreement_score":0.14188793,"about_ca_system_score_codex":0.000032085765,"about_ca_system_score_gemma":0.000092283066,"threshold_uncertainty_score":0.834746},"labels":[],"label_agreement":null},{"id":"W2068096255","doi":"10.1212/wnl.0b013e31823152b1","title":"Risk factors, inpatient care, and outcomes of pneumonia after ischemic stroke","year":2011,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":410,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Stroke (engine); Pneumonia; Odds ratio; Internal medicine; Cohort study; Retrospective cohort study; Confidence interval; Intensive care medicine","score_opus":0.027190618325416076,"score_gpt":0.32915516425013414,"score_spread":0.30196454592471805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068096255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97956485,0.00007496148,0.00002706331,0.00009193129,0.0006156613,0.00036391217,0.000036317284,0.00003411652,0.019191178],"genre_scores_gemma":[0.998444,0.000102586346,0.0001540924,0.00077580666,0.000015622618,0.000068960835,0.000005844617,0.000013931404,0.00041911792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896836,0.00019801088,0.0002742381,0.00020228242,0.0000917974,0.0002652941],"domain_scores_gemma":[0.99935484,0.00013557446,0.00018234174,0.00022721099,0.000041460295,0.0000585652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008047347,0.00011461564,0.00022626872,0.00007934374,0.00008412986,0.0000011305032,0.00009467005,0.00011698848,0.00036722797],"category_scores_gemma":[0.000026876629,0.00008911102,0.00003684392,0.000034694123,0.000057094767,0.0000484474,0.0002178051,0.00032084523,0.000028950311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010799545,0.00003676665,0.9946092,0.00005083522,0.000042748885,0.0000042309,0.0038293046,1.4799538e-7,0.00012325139,0.00020040893,0.00044252523,0.0005526061],"study_design_scores_gemma":[0.0004542308,0.00054740196,0.98285717,0.0000028182246,0.000059825205,1.2507348e-7,0.0002933632,0.000004671334,0.000088902816,0.000053617874,0.015574857,0.00006303627],"about_ca_topic_score_codex":0.00066092197,"about_ca_topic_score_gemma":0.0002238447,"teacher_disagreement_score":0.018879177,"about_ca_system_score_codex":0.000009041184,"about_ca_system_score_gemma":0.000022462904,"threshold_uncertainty_score":0.40208888},"labels":[],"label_agreement":null},{"id":"W2068269406","doi":"10.1007/s00221-004-2048-1","title":"Discrete functional contributions of cerebral cortical foci in voluntary swallowing: a functional magnetic resonance imaging (fMRI) ?Go, No-Go? study","year":2004,"lang":"en","type":"article","venue":"Experimental Brain Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Precuneus; Postcentral gyrus; Precentral gyrus; Functional magnetic resonance imaging; Neuroscience; Cuneus; Swallowing; Psychology; Supplementary motor area; Middle frontal gyrus; Insula; Cued speech; Superior frontal gyrus; Magnetic resonance imaging; Medicine; Cognitive psychology; Radiology","score_opus":0.06901207373737124,"score_gpt":0.45995108845408667,"score_spread":0.39093901471671544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068269406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96883315,0.0018694578,0.00069020124,0.006741246,0.0011784128,0.004035963,0.00007471755,0.000102247,0.016474627],"genre_scores_gemma":[0.98839223,0.0000072005187,0.00032365412,0.0005480192,0.00032853856,0.0012693788,0.00013548462,0.000041048574,0.008954466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942318,0.0013364665,0.000876282,0.00069730944,0.0016434563,0.0012146595],"domain_scores_gemma":[0.99779934,0.0010206444,0.00009641125,0.00045684594,0.0003675936,0.00025915753],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029008754,0.00025852385,0.000385617,0.00045165487,0.00105393,0.00003695642,0.0003342715,0.00011127621,0.004674126],"category_scores_gemma":[0.0005382858,0.0002517501,0.00012290983,0.0007420636,0.0003915312,0.00036541533,0.0007978757,0.0014485386,0.00075908354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025584614,0.0062771775,0.7766018,0.00012213361,0.00013486498,0.0002556517,0.0069178557,0.0001063798,0.04944478,0.046429403,0.110507116,0.0006443887],"study_design_scores_gemma":[0.012038671,0.0012019846,0.9430268,0.00021861518,0.000017105802,0.000003045884,0.028906973,0.0007245401,0.0011639675,0.0011209007,0.011250697,0.00032672167],"about_ca_topic_score_codex":0.0012366244,"about_ca_topic_score_gemma":0.00032440995,"teacher_disagreement_score":0.16642499,"about_ca_system_score_codex":0.0014581768,"about_ca_system_score_gemma":0.0007019999,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W2069690367","doi":"10.1016/j.jamcollsurg.2010.04.011","title":"Endoscopic Treatment of Zenker Diverticulum: Results of a 7-Year Experience","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon Regional Health Authority; University of Manitoba","funders":"","keywords":"Medicine; Dysphagia; Surgery; Zenker's diverticulum; Cricopharyngeal myotomy; Myotomy; Complication; Esophagus; Achalasia","score_opus":0.029117124849215394,"score_gpt":0.36635457720502146,"score_spread":0.33723745235580604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069690367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934471,0.000029914763,0.000023464267,0.0016048496,0.0010423666,0.00037267216,0.00012386113,0.0000044490967,0.0033513256],"genre_scores_gemma":[0.9958618,0.00018720694,0.001404494,0.000059937203,0.000052872543,0.000011437657,5.8859587e-7,0.0000110967,0.002410567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978533,0.00025585887,0.0010894506,0.000107807,0.00044568317,0.00024794397],"domain_scores_gemma":[0.9959497,0.0005391206,0.002620184,0.00044495874,0.00034876858,0.00009728912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048313403,0.00012545845,0.0006490929,0.00016001293,0.00013389092,0.0000016061535,0.00037205673,0.0000368479,0.00017166592],"category_scores_gemma":[0.00025334762,0.00007570467,0.0002620698,0.0004596527,0.0003618831,0.0000863585,0.00013708696,0.0002209579,0.0000031000588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001649089,0.0017407535,0.90440995,0.00014230488,0.0007594071,0.000038030434,0.007149881,0.000029463454,0.051925763,0.0029381332,0.027353706,0.0018635489],"study_design_scores_gemma":[0.007739715,0.0024970444,0.8536,0.00051186484,0.00047638404,0.000009969794,0.032698967,0.00005760744,0.023760824,0.00027993962,0.07816181,0.00020584225],"about_ca_topic_score_codex":0.00094966334,"about_ca_topic_score_gemma":0.0002773012,"teacher_disagreement_score":0.05080989,"about_ca_system_score_codex":0.00007175903,"about_ca_system_score_gemma":0.00037726204,"threshold_uncertainty_score":0.3087147},"labels":[],"label_agreement":null},{"id":"W2071054710","doi":"10.3109/11038128.2010.521949","title":"Content validation of a Danish version of “The McGill Ingestive Skills Assessment” for dysphagia management","year":2010,"lang":"en","type":"article","venue":"Scandinavian Journal of Occupational Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Herlev Hospital","keywords":"Danish; Dysphagia; Occupational therapy; Psychology; Medicine; Physical therapy; Surgery","score_opus":0.08579162402046384,"score_gpt":0.4393694718596929,"score_spread":0.3535778478392291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071054710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878598,0.000032167543,0.004313252,0.00070156605,0.0027487343,0.0016241297,0.00024839872,0.00000807098,0.0024638837],"genre_scores_gemma":[0.9878619,0.00011063776,0.01028471,0.00025396072,0.00012881205,0.00004906625,0.000029379855,0.00001770597,0.0012638412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978907,0.00020588667,0.000915393,0.00014040836,0.00063306146,0.00021456362],"domain_scores_gemma":[0.9966137,0.00032987556,0.0018036898,0.00022264836,0.0009547173,0.00007540055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013400958,0.00014456965,0.0003154997,0.00019621968,0.00033529603,0.0000057780644,0.00036756427,0.000089222376,0.00035101039],"category_scores_gemma":[0.00007075128,0.00010038887,0.0002094993,0.00022971677,0.00008528448,0.00023952867,0.000073112584,0.00034539052,0.0000025471675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037157994,0.0014200693,0.844229,0.00049040955,0.0017142843,0.000005081468,0.0011562849,0.00014928791,0.038808316,0.068479486,0.015875565,0.023956418],"study_design_scores_gemma":[0.006403513,0.0006181081,0.96083915,0.00048130294,0.000151259,0.0000024559124,0.00093583635,0.0000414744,0.009960929,0.00346234,0.016968198,0.00013541494],"about_ca_topic_score_codex":0.000014056217,"about_ca_topic_score_gemma":0.0000061236747,"teacher_disagreement_score":0.11661016,"about_ca_system_score_codex":0.00014764897,"about_ca_system_score_gemma":0.0001715378,"threshold_uncertainty_score":0.4093739},"labels":[],"label_agreement":null},{"id":"W2071213031","doi":"10.1088/0967-3334/29/9/008","title":"Time and time–frequency characterization of dual-axis swallowing accelerometry signals","year":2008,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Toronto Rehabilitation Institute; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Swallowing; Accelerometer; Characterization (materials science); Medicine; Physical medicine and rehabilitation; Computer science; Physics; Radiology","score_opus":0.15476275922884417,"score_gpt":0.3577510851171231,"score_spread":0.20298832588827895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071213031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928651,0.00007588941,0.00016701603,0.00026707622,0.00013945985,0.0008498431,0.000010245375,0.000098013195,0.005527367],"genre_scores_gemma":[0.99805707,0.00014421353,0.00024932757,0.00038393846,0.00012104143,0.00010474334,0.000052069423,0.000014644282,0.00087294483],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977792,0.0003917288,0.00054973137,0.0003317524,0.00056851865,0.0003790748],"domain_scores_gemma":[0.9990831,0.00008777368,0.00026789858,0.00022040962,0.00023061626,0.00011017228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084648555,0.00018818316,0.0004186111,0.000089759465,0.00036291205,0.0000041417798,0.0001296224,0.00011835238,0.0019851266],"category_scores_gemma":[0.00013153044,0.00014218914,0.000070865666,0.00021395244,0.00009553667,0.0001616943,0.00017440076,0.00021295772,0.00043240306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003008974,0.00018641705,0.0023592252,0.000086978886,0.000086853586,0.0000040927516,0.00022533906,0.0000028079844,0.99552345,0.00017057182,0.00079821487,0.00052596314],"study_design_scores_gemma":[0.0013794468,0.0006231439,0.98429954,0.0002959069,0.000090667585,0.0000012445543,0.000103972074,0.00037801778,0.010397572,0.0009904173,0.0010235184,0.00041652945],"about_ca_topic_score_codex":0.000012777973,"about_ca_topic_score_gemma":3.6904612e-7,"teacher_disagreement_score":0.9851259,"about_ca_system_score_codex":0.0001167251,"about_ca_system_score_gemma":0.00006299426,"threshold_uncertainty_score":0.9989272},"labels":[],"label_agreement":null},{"id":"W2071637499","doi":"10.1007/s00455-015-9606-5","title":"The Relationship Between Pharyngeal Constriction and Post-swallow Residue","year":2015,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Constriction; Pyriform Sinus; Medicine; Swallowing; Pharynx; Anatomy; Residue (chemistry); Dysphagia; Dentistry; Surgery; Internal medicine; Biology","score_opus":0.11369449541120347,"score_gpt":0.41431253167305854,"score_spread":0.30061803626185507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071637499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84394836,0.0011749816,0.0013837373,0.016509559,0.0027759227,0.0019596128,0.000036647954,0.00036874486,0.13184245],"genre_scores_gemma":[0.97475165,0.000043267202,0.00036201972,0.00063919096,0.0003434611,0.000105337785,0.00006525529,0.00002053341,0.023669256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981874,0.00045179672,0.0004010264,0.00023315626,0.00030875677,0.0004178562],"domain_scores_gemma":[0.9972814,0.0018396106,0.0001801576,0.00028626138,0.00018366148,0.00022890739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014511846,0.00014041954,0.00016274728,0.00007819848,0.0012254704,0.00004289549,0.000166771,0.00013412346,0.000059611462],"category_scores_gemma":[0.00069643155,0.00010168129,0.000028276865,0.00021188725,0.00010104121,0.0002465862,0.00017025338,0.00049907964,0.00054875785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041377945,0.000011726522,0.88475734,0.000027213939,0.00005520457,0.0000043370314,0.00078997295,7.400657e-7,0.000007797246,0.043050077,0.06793263,0.003321577],"study_design_scores_gemma":[0.001189865,0.000087981134,0.87930626,0.00002517626,0.000087214205,0.000001026345,0.0025293254,0.000041837182,0.00000578534,0.0050520436,0.11155135,0.00012213021],"about_ca_topic_score_codex":0.00023539978,"about_ca_topic_score_gemma":0.0001492803,"teacher_disagreement_score":0.13080333,"about_ca_system_score_codex":0.00013449861,"about_ca_system_score_gemma":0.00024567946,"threshold_uncertainty_score":0.94254524},"labels":[],"label_agreement":null},{"id":"W2073186255","doi":"10.1159/000227997","title":"The Use of Biofeedback in the Treatment of Chronic Dysphagia in Stroke Patients","year":2009,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Biofeedback; Stroke (engine); Electromyography; Percutaneous endoscopic gastrostomy; Enteral administration; Internal medicine; Physical therapy; Surgery; Anesthesia; Parenteral nutrition; Physical medicine and rehabilitation","score_opus":0.050814365853274895,"score_gpt":0.3735916150286783,"score_spread":0.3227772491754034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073186255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97938424,0.0016546579,0.000060432132,0.0077177854,0.0008496747,0.003611669,0.00008944221,0.000038301518,0.006593794],"genre_scores_gemma":[0.99312717,0.0045489823,0.00017744431,0.0006369624,0.00009543318,0.00015303936,0.000026830996,0.000014788673,0.0012193283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968389,0.0008009139,0.0009660982,0.00026243727,0.0005210319,0.000610594],"domain_scores_gemma":[0.9976888,0.0010772322,0.0004906258,0.0005914086,0.00008821475,0.00006376693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007328766,0.00021805707,0.0003932411,0.0002554513,0.00019441723,0.000012944022,0.00045257324,0.00013853071,0.0000979956],"category_scores_gemma":[0.00011673215,0.00012061755,0.00012741036,0.00073650567,0.00009141498,0.00013568693,0.000067845045,0.00035225172,0.00004025841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007625577,0.00908186,0.77231246,0.00022684514,0.000237115,0.000034418084,0.010941234,0.00019128386,0.000115605566,0.013962439,0.09706834,0.095065854],"study_design_scores_gemma":[0.0042472384,0.0017857001,0.7897413,0.000069951886,0.0000764779,1.309834e-7,0.00051361555,0.00023947952,0.000026878512,0.00030449915,0.20286563,0.00012913991],"about_ca_topic_score_codex":0.0006522934,"about_ca_topic_score_gemma":0.001188725,"teacher_disagreement_score":0.10579729,"about_ca_system_score_codex":0.00043109574,"about_ca_system_score_gemma":0.00032631858,"threshold_uncertainty_score":0.49186411},"labels":[],"label_agreement":null},{"id":"W2073490502","doi":"10.1002/hed.21209","title":"Respiratory–swallow phase patterns and their relationship to swallowing impairment in patients treated for oropharyngeal cancer","year":2009,"lang":"en","type":"article","venue":"Head & Neck","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Dysphagia; Bolus (digestion); Respiratory system; Airway; Respiratory tract; Anesthesia; Internal medicine; Surgery","score_opus":0.0665323872024912,"score_gpt":0.42906600786250526,"score_spread":0.36253362066001404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073490502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934546,0.00006226725,0.00024963735,0.0019332432,0.00028298656,0.0030808954,0.0000628061,0.000066714325,0.00080687396],"genre_scores_gemma":[0.9927591,0.000013183065,0.0001620193,0.005153694,0.0001087814,0.00072328135,0.000065336324,0.00002416973,0.0009904421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832904,0.00015506319,0.00047836287,0.00035167488,0.00014753673,0.00053832115],"domain_scores_gemma":[0.99927115,0.00014309504,0.00010211831,0.00022390613,0.00007454669,0.00018516342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035902532,0.00019971607,0.00030042164,0.00018181681,0.00034410733,0.000017388591,0.00010264127,0.00009758658,0.000118487544],"category_scores_gemma":[0.00004357946,0.00016725984,0.000048799833,0.00019909101,0.0000073143797,0.0001734537,0.000055255627,0.0002176994,0.000026098363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003788785,0.0004678826,0.9785778,0.00010477429,0.000021310852,0.0000032572252,0.002216005,0.000008643681,0.00010427902,0.00029229085,0.0069650006,0.010859911],"study_design_scores_gemma":[0.007852511,0.0011912959,0.9767038,0.00032326079,0.000023977807,2.2865288e-8,0.0003536985,0.00017977823,0.000034460678,0.00013427311,0.013022022,0.00018088266],"about_ca_topic_score_codex":0.00032336114,"about_ca_topic_score_gemma":0.0010813912,"teacher_disagreement_score":0.010679029,"about_ca_system_score_codex":0.0003634598,"about_ca_system_score_gemma":0.00008254108,"threshold_uncertainty_score":0.68206584},"labels":[],"label_agreement":null},{"id":"W2073840098","doi":"10.1007/s11517-007-0285-8","title":"Analysis of swallowing sounds using hidden Markov models","year":2007,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hidden Markov model; Segmentation; Pattern recognition (psychology); Speech recognition; Swallowing; Computer science; Artificial intelligence; Mathematics; Medicine","score_opus":0.06643900303324951,"score_gpt":0.39803774239561757,"score_spread":0.33159873936236806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073840098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5205685,0.00008176044,0.47556964,0.000060708073,0.00038049347,0.00014424592,0.0000011254804,0.0001232708,0.0030702767],"genre_scores_gemma":[0.97961605,0.000013092845,0.01966994,0.00032853475,0.0002518815,0.000003151765,0.000023009316,0.000016343327,0.00007802525],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99724555,0.00012238274,0.000949645,0.0003528308,0.0005387623,0.0007908569],"domain_scores_gemma":[0.99795747,0.001264129,0.00019425416,0.00022723692,0.000074828684,0.00028207677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036094803,0.0002074281,0.0006239484,0.00037052124,0.00021787903,0.000007761294,0.0003568265,0.0003330756,0.000648265],"category_scores_gemma":[0.00049860484,0.00016176305,0.00022426272,0.0010535638,0.000055926488,0.000059715727,0.0005068961,0.000576069,0.000010329003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011198237,0.00043618752,0.70900977,0.00063756196,0.0046698204,0.00021250553,0.0022799894,0.1745741,0.0044560404,0.026884193,0.00039371933,0.076334156],"study_design_scores_gemma":[0.00033577115,0.00003496247,0.109122746,0.0001778698,0.00024177409,6.195993e-7,0.00029333204,0.88901424,0.000009553914,0.000069790105,0.00050875085,0.00019061253],"about_ca_topic_score_codex":0.00010705002,"about_ca_topic_score_gemma":0.000008361205,"teacher_disagreement_score":0.7144401,"about_ca_system_score_codex":0.00015442754,"about_ca_system_score_gemma":0.000060039383,"threshold_uncertainty_score":0.7098047},"labels":[],"label_agreement":null},{"id":"W2075357267","doi":"10.1310/tsr1405-56","title":"The Rehabilitation of Patients Recovering from Brainstem Strokes: Case Studies and Clinical Considerations","year":2007,"lang":"en","type":"article","venue":"Topics in Stroke Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University; Lawson Health Research Institute","funders":"","keywords":"Dysarthria; Rehabilitation; Stroke (engine); Medicine; Dysphagia; Brainstem; Ataxia; Neurorehabilitation; Diplopia; Physical medicine and rehabilitation; Physical therapy; Audiology; Surgery; Psychiatry","score_opus":0.0640145322632553,"score_gpt":0.4623497853333706,"score_spread":0.3983352530701153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075357267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994195,0.00024798964,0.00043360767,0.0015978032,0.0010362801,0.0012131985,0.000022986065,0.000024313753,0.0012288523],"genre_scores_gemma":[0.9832573,0.000111273446,0.016066965,0.00008552603,0.000110428766,0.0000688209,0.000010620464,0.000009089817,0.00027998473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743104,0.00064890756,0.0012406058,0.00024751772,0.00020550723,0.00022641354],"domain_scores_gemma":[0.9750895,0.023924295,0.00033678347,0.00027061105,0.0003339145,0.00004491829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028132887,0.00010568809,0.0002560338,0.0001050343,0.00040653668,0.000010851071,0.00005042911,0.000106926156,0.00001324313],"category_scores_gemma":[0.0067283697,0.00008390362,0.000058451064,0.00010710306,0.00021602456,0.00019025436,0.00009490596,0.00028076986,0.0000030538072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007176981,0.000089451445,0.9468745,0.00017672028,0.000069341615,0.000005079973,0.010610426,0.0000108386785,0.000008734295,0.021404965,0.00043498227,0.020243216],"study_design_scores_gemma":[0.00139506,0.00040407202,0.9065286,0.00013517143,0.000036735913,2.558917e-7,0.07492014,0.00010107175,0.0000033504227,0.014195796,0.002194038,0.00008570399],"about_ca_topic_score_codex":0.00018723727,"about_ca_topic_score_gemma":0.0042259777,"teacher_disagreement_score":0.064309716,"about_ca_system_score_codex":0.00021476868,"about_ca_system_score_gemma":0.000056131932,"threshold_uncertainty_score":0.8054973},"labels":[],"label_agreement":null},{"id":"W2076508727","doi":"10.1007/s00455-012-9397-x","title":"Temporal Variability in the Deglutition Literature","year":2012,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Swallowing; Confidence interval; Medicine; Statistics; Descriptive statistics; Phonation; Duration (music); Otorhinolaryngology; Audiology; Mathematics; Surgery","score_opus":0.11108745658354184,"score_gpt":0.46708149307014796,"score_spread":0.3559940364866061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076508727","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018685748,0.9367673,0.00018772867,0.00019556057,0.0023711924,0.003949109,0.000075903474,0.000089392284,0.056361947],"genre_scores_gemma":[0.00024782596,0.98977256,0.00029781368,0.00069176825,0.0008699092,0.0018431874,0.0013178372,0.000056030578,0.004903084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99222726,0.004924425,0.0011124073,0.0004790266,0.00041153844,0.00084533676],"domain_scores_gemma":[0.9970786,0.0012000084,0.0005610336,0.0009859685,0.00007034494,0.00010402422],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006487381,0.00048996496,0.0011540805,0.00022181521,0.00038748074,0.00005033275,0.00071337324,0.00076137227,0.0012133945],"category_scores_gemma":[0.00014478278,0.0002882448,0.0002922821,0.0009267627,0.00004793405,0.00027656526,0.00025220157,0.0023871793,0.0015428583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000848296,0.00030602503,0.001319938,0.04791474,0.00019396743,0.00004963617,0.0023767534,6.846525e-8,1.6891551e-8,0.04098179,0.038470313,0.8683783],"study_design_scores_gemma":[0.00021793066,0.000015144611,0.00057677017,0.006120011,0.00066252274,0.000003802823,0.00014945747,0.0000024180674,3.733433e-9,0.00076710375,0.9912142,0.00027060765],"about_ca_topic_score_codex":0.000061211496,"about_ca_topic_score_gemma":0.00007342661,"teacher_disagreement_score":0.9527439,"about_ca_system_score_codex":0.00040980754,"about_ca_system_score_gemma":0.0003590772,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W2076947374","doi":"10.1007/s00455-012-9426-9","title":"Image-based Measurement of Post-Swallow Residue: The Normalized Residue Ratio Scale","year":2012,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":172,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Residue (chemistry); Mathematics; Chemistry; Biochemistry","score_opus":0.10082180421953559,"score_gpt":0.41685163515438317,"score_spread":0.3160298309348476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076947374","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069016337,0.95879424,0.0010390286,0.0008582604,0.0025250176,0.0073215854,0.00016186356,0.00018586846,0.029107213],"genre_scores_gemma":[0.00018168688,0.97940046,0.0028810473,0.0010685911,0.00079191255,0.0027387145,0.0006144113,0.00024537955,0.012077811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905743,0.0031893284,0.0024495262,0.00068958144,0.0017626251,0.0013346624],"domain_scores_gemma":[0.9937578,0.0008599231,0.0021376668,0.001950934,0.0009979905,0.00029573045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006214547,0.0008899391,0.0023958154,0.00036792463,0.00093620847,0.000049299222,0.0013538727,0.0006512886,0.0037734965],"category_scores_gemma":[0.00028816875,0.0005695625,0.0007641837,0.0007124634,0.00022061786,0.00028580197,0.0005080562,0.0016066253,0.0019799687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000376289,0.0010879583,0.00062834297,0.1613707,0.0035873035,0.000052214593,0.0017952112,0.000003610177,0.00011998014,0.004923891,0.25241056,0.5736439],"study_design_scores_gemma":[0.001255727,0.000094110605,0.0005186174,0.007200152,0.0039354824,0.000001410113,0.0002359711,0.000016827744,0.000023813644,0.000028430419,0.9861385,0.0005509217],"about_ca_topic_score_codex":0.00056956604,"about_ca_topic_score_gemma":0.0007841367,"teacher_disagreement_score":0.733728,"about_ca_system_score_codex":0.0007153498,"about_ca_system_score_gemma":0.0025597354,"threshold_uncertainty_score":0.9996756},"labels":[],"label_agreement":null},{"id":"W2077014783","doi":"10.1016/s0006-8993(02)02705-1","title":"Effects of reversible bilateral inactivation of face primary motor cortex on mastication and swallowing","year":2002,"lang":"en","type":"article","venue":"Brain Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mastication; Masticatory force; Swallowing; Tongue; Electromyography; Anatomy; Medicine; Psychology; Orthodontics; Dentistry; Physical medicine and rehabilitation","score_opus":0.09450317833115206,"score_gpt":0.44129877643005794,"score_spread":0.34679559809890587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077014783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97624665,0.00007409358,0.00045102843,0.002237981,0.00009457488,0.0015295171,0.0000026697244,0.00001813366,0.019345347],"genre_scores_gemma":[0.98067534,0.000095178126,0.00036404945,0.00015221887,0.000030097337,0.00007617878,0.0000074467066,0.0000100147745,0.018589467],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984444,0.00048087398,0.00022078972,0.00016568504,0.00043979858,0.00024850047],"domain_scores_gemma":[0.99764925,0.0019209302,0.00008755185,0.00016384237,0.0001292658,0.000049165345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011154518,0.000059113234,0.00013757744,0.00026600645,0.00017120857,0.0000053981107,0.00009758123,0.00006827908,0.00015824297],"category_scores_gemma":[0.0004970582,0.00005305629,0.000018579989,0.0002709828,0.000055834385,0.0001279196,0.00013486375,0.0002751929,0.000036719306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034330436,0.0005406357,0.023293043,0.0065129297,0.00010738497,0.000008490713,0.0045054057,0.000005512707,0.88009346,0.014883671,0.054502632,0.015203547],"study_design_scores_gemma":[0.0017319595,0.000672349,0.98288095,0.00073295354,0.000015040841,1.018737e-7,0.0010048578,0.001745932,0.005430675,0.000580693,0.0051064417,0.00009805561],"about_ca_topic_score_codex":0.00007334882,"about_ca_topic_score_gemma":0.000002290907,"teacher_disagreement_score":0.9595879,"about_ca_system_score_codex":0.00012706085,"about_ca_system_score_gemma":0.000037610378,"threshold_uncertainty_score":0.21635726},"labels":[],"label_agreement":null},{"id":"W2077194405","doi":"10.1007/s00455-007-9093-4","title":"The Dynamics of Lingual-Mandibular Coordination During Liquid Swallowing","year":2007,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Dynamics (Canada); Dairy Farmers of Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Medicine; Otorhinolaryngology; Tongue; Hepatology; Dentistry; Orthodontics; Dynamics (music); Surgery; Pathology; Psychology","score_opus":0.01543431486302846,"score_gpt":0.3706171680641538,"score_spread":0.3551828532011253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077194405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493342,0.00027055497,0.008642025,0.0012137368,0.001915371,0.0008031068,0.000004114947,0.00012820763,0.037688687],"genre_scores_gemma":[0.9814103,0.00006002391,0.0003597307,0.00014667051,0.00017775764,0.0000306255,0.000028178098,0.000028084667,0.01775859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99809057,0.0001218121,0.0006512092,0.0002017442,0.00035438995,0.00058026926],"domain_scores_gemma":[0.9985974,0.0004742946,0.0003138962,0.00035136662,0.00017993612,0.000083125735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021423455,0.00014326228,0.0001914941,0.000111596,0.0010348401,0.000013327906,0.0002705056,0.00012319413,0.00013884892],"category_scores_gemma":[0.00018375235,0.00011075898,0.000068463734,0.00027607125,0.000057816073,0.00013404053,0.00020041048,0.00037204789,0.00009811576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026109323,0.00061307877,0.18727434,0.002296203,0.0017279887,0.00026108176,0.015338474,0.0003516033,0.023045244,0.7243743,0.0124898795,0.029616911],"study_design_scores_gemma":[0.014205292,0.0013393208,0.63376194,0.0014933284,0.0008884633,0.000008293889,0.05109223,0.014495354,0.02936338,0.005843206,0.24539323,0.0021159544],"about_ca_topic_score_codex":0.00008439317,"about_ca_topic_score_gemma":0.00043143894,"teacher_disagreement_score":0.7185311,"about_ca_system_score_codex":0.0002728614,"about_ca_system_score_gemma":0.00007548792,"threshold_uncertainty_score":0.7959258},"labels":[],"label_agreement":null},{"id":"W2077224786","doi":"10.1007/s00405-006-0031-0","title":"Modified endoscopic swallowing test for improved diagnosis and prevention of aspiration","year":2006,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Swallowing; Aspiration pneumonia; Sensation; Glottis; Larynx; Surgery; Feeding tube; Pneumonia; Internal medicine","score_opus":0.035862708948720755,"score_gpt":0.3448262807687905,"score_spread":0.3089635718200698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077224786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88976306,0.00024930504,0.040920146,0.00048313642,0.00038259313,0.0031471765,0.00006230006,0.00008640793,0.064905904],"genre_scores_gemma":[0.9829789,0.00008392241,0.0131472545,0.00017762497,0.00015933436,0.00026192985,0.0001820354,0.00004222843,0.0029667683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978626,0.0006145174,0.00075254246,0.00033267305,0.00008755407,0.00035011466],"domain_scores_gemma":[0.9980475,0.0010782039,0.0004947027,0.00027929796,0.00004587122,0.000054437354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066771,0.00017481425,0.00036949018,0.00021098429,0.00020875508,0.000006808037,0.00020136972,0.000050056857,0.000048492228],"category_scores_gemma":[0.00023306056,0.00016790509,0.000107615204,0.00007924984,0.000093810246,0.00013438171,0.00024176286,0.00017387563,0.000011295545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004220921,0.0016753479,0.55906427,0.0034142616,0.0004759037,0.0000158644,0.0034197676,0.00018835314,0.3055389,0.061360307,0.004779651,0.059645284],"study_design_scores_gemma":[0.00542929,0.0026025532,0.96221256,0.00045054223,0.0002962614,7.968847e-7,0.00037080538,0.003980837,0.003659286,0.008375147,0.012301219,0.00032072794],"about_ca_topic_score_codex":0.00017583821,"about_ca_topic_score_gemma":0.00011285634,"teacher_disagreement_score":0.40314826,"about_ca_system_score_codex":0.000016395416,"about_ca_system_score_gemma":0.000047200134,"threshold_uncertainty_score":0.6846971},"labels":[],"label_agreement":null},{"id":"W2077665893","doi":"10.1080/21681163.2013.833859","title":"Semi-automatic assessment of hyoid bone motion in digital videofluoroscopic images","year":2013,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Parkinson Society Canada","keywords":"Hyoid bone; Swallowing; Computer vision; Process (computing); Airway; Computer science; Artificial intelligence; Medicine; Radiology; Anatomy; Surgery","score_opus":0.01859279401815685,"score_gpt":0.4187738888886018,"score_spread":0.40018109487044495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077665893","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056645505,0.00012768013,0.9414054,0.00020377655,0.00081087806,0.0006503511,0.000004332368,0.000109726316,0.00004230678],"genre_scores_gemma":[0.656677,0.000106645835,0.34269142,0.00014911551,0.00009168776,0.00012888285,0.000091693975,0.00003458503,0.00002897828],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979905,0.00018901033,0.00084951444,0.00032436155,0.0002656186,0.00038099402],"domain_scores_gemma":[0.99911755,0.0003199149,0.00019596785,0.00017869109,0.000083126884,0.00010472324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013830431,0.0001963003,0.0003797502,0.00078175747,0.00005638031,0.000055760524,0.00013230043,0.00011105442,0.0000574564],"category_scores_gemma":[0.00011892391,0.00018276877,0.000034099106,0.00073703995,0.000036934405,0.0003836999,0.00030050607,0.00023759334,0.000003315898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040747486,0.0006116948,0.025820594,0.0031889933,0.000066160705,0.000016420681,0.000889523,0.0003151764,0.16970639,0.0149501655,0.00066538877,0.78376544],"study_design_scores_gemma":[0.0007820076,0.00005416347,0.0253554,0.00059389195,0.000011095473,0.0000013001243,0.0001097081,0.9707866,0.00041950538,0.0011611197,0.000552516,0.00017269737],"about_ca_topic_score_codex":0.00006464726,"about_ca_topic_score_gemma":5.622467e-7,"teacher_disagreement_score":0.97047144,"about_ca_system_score_codex":0.00016115974,"about_ca_system_score_gemma":0.00004562154,"threshold_uncertainty_score":0.7453094},"labels":[],"label_agreement":null},{"id":"W2077853021","doi":"10.1007/s00455-010-9309-x","title":"Physiological Variability in the Deglutition Literature: Hyoid and Laryngeal Kinematics","year":2010,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Swallowing; Medicine; Hyoid bone; Kinematics; Otorhinolaryngology; Larynx; Vocal folds; Orthodontics; Anatomy; Dentistry; Surgery","score_opus":0.08774479207591873,"score_gpt":0.4557604342431234,"score_spread":0.36801564216720467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077853021","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011130872,0.9802826,0.00017567261,0.00024980286,0.0013653589,0.004223865,0.00008141514,0.00008784121,0.013422157],"genre_scores_gemma":[0.00024012044,0.99525464,0.00088719936,0.0007629458,0.00046795365,0.0010513233,0.0006054069,0.00003379899,0.00069663604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947487,0.0028925708,0.000960433,0.00053840695,0.00030306014,0.00055678794],"domain_scores_gemma":[0.99699765,0.001663607,0.0004474134,0.0007363808,0.00006614345,0.00008883],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003691495,0.0004466937,0.0012258969,0.00013196084,0.00036974534,0.000060042057,0.00050342805,0.00091676944,0.00033899452],"category_scores_gemma":[0.00043686555,0.0002476897,0.0001746216,0.0004918076,0.00010544452,0.00013479897,0.00033624953,0.0031524717,0.00018662239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014926431,0.00046641388,0.0002111266,0.064773865,0.00018355201,0.00010256236,0.0018784113,2.231922e-7,0.0000019622373,0.07487849,0.027367512,0.8301209],"study_design_scores_gemma":[0.00027908757,0.00004227451,0.00128987,0.0041925735,0.00038964895,0.000006207663,0.000090702924,0.00002926415,1.9074855e-8,0.0035364449,0.9898902,0.0002536621],"about_ca_topic_score_codex":0.000014299897,"about_ca_topic_score_gemma":0.00003339679,"teacher_disagreement_score":0.96252275,"about_ca_system_score_codex":0.00010212497,"about_ca_system_score_gemma":0.00018095034,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2078701722","doi":"10.1007/bf02344776","title":"Computerised acoustical respiratory phase detection without airflow measurement","year":2000,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Airflow; Medicine; Swallowing; SIGNAL (programming language); Respiratory system; Biomedical engineering; Acoustics; Computer science; Radiology; Internal medicine; Engineering; Physics","score_opus":0.06973978155340019,"score_gpt":0.3866158158908693,"score_spread":0.31687603433746914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078701722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.506055,0.00011027304,0.48864737,0.0002572026,0.0010785168,0.0005713095,0.0000016763512,0.0006886809,0.002589967],"genre_scores_gemma":[0.9940096,0.00001955458,0.0028939175,0.0018428921,0.0010553868,0.00005064874,0.000009244476,0.000028647066,0.00009007538],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99656725,0.00035631857,0.00080486265,0.00052118197,0.0008756459,0.00087472005],"domain_scores_gemma":[0.9986912,0.000354553,0.000097510456,0.0002663151,0.00009858333,0.00049181184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024207453,0.00030338604,0.0004650952,0.000088858695,0.00045020084,0.000020570633,0.0003499926,0.00039444666,0.004077068],"category_scores_gemma":[0.00058385474,0.00023349318,0.00010950202,0.00025636476,0.00007876943,0.000055238834,0.0002217592,0.0011354208,0.00059896935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003436161,0.0010240228,0.01539801,0.00040928135,0.00029185048,0.00017764996,0.00040638616,0.0076432703,0.0088808015,0.00052411243,0.003761914,0.9611391],"study_design_scores_gemma":[0.0047248546,0.00068367616,0.052871376,0.0005678046,0.000053656706,0.000005794954,0.0000805154,0.81299394,0.00009287795,0.000038831302,0.12730336,0.00058331824],"about_ca_topic_score_codex":0.000018993822,"about_ca_topic_score_gemma":0.0000040059276,"teacher_disagreement_score":0.9605558,"about_ca_system_score_codex":0.0002689535,"about_ca_system_score_gemma":0.000102601436,"threshold_uncertainty_score":0.9968333},"labels":[],"label_agreement":null},{"id":"W2078911682","doi":"10.1007/s00455-012-9418-9","title":"Noninvasive Detection of Thin-Liquid Aspiration Using Dual-Axis Swallowing Accelerometry","year":2012,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Medicine; Swallowing; Dysphagia; Airway; Otorhinolaryngology; Aspiration pneumonia; Bolus (digestion); Radiology; Pulmonary aspiration; Surgery; Pneumonia; Internal medicine","score_opus":0.07847704747863223,"score_gpt":0.400612733590769,"score_spread":0.3221356861121368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078911682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96922976,0.00030963865,0.015053518,0.00007018906,0.0031906753,0.00085050706,0.0000053624126,0.00013254803,0.011157774],"genre_scores_gemma":[0.9964341,0.000021366506,0.001464991,0.00042732875,0.00046363054,0.00006713288,0.000021916687,0.0000413055,0.0010582203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99770904,0.0003039439,0.0006595022,0.00024368451,0.00041452848,0.00066930713],"domain_scores_gemma":[0.998674,0.00020272147,0.0004519863,0.00034517993,0.00017392036,0.0001522408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157455,0.00020766203,0.00031092073,0.0002777181,0.0005274193,0.000011539125,0.00014014519,0.00021833336,0.0007934947],"category_scores_gemma":[0.00014653882,0.00020130747,0.00009716553,0.00050915923,0.000037279187,0.0008784157,0.00020222018,0.00040697976,0.00029169206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004191019,0.0007339782,0.10029834,0.0014673554,0.0010309339,0.000028198729,0.019089835,0.00034638811,0.85678965,0.0079841595,0.001657995,0.010154071],"study_design_scores_gemma":[0.010327813,0.0026506986,0.41309813,0.0015329153,0.0022565608,0.000034574212,0.03371681,0.009775184,0.45658198,0.00078379206,0.066252954,0.0029885746],"about_ca_topic_score_codex":0.00024724362,"about_ca_topic_score_gemma":0.00004355076,"teacher_disagreement_score":0.40020767,"about_ca_system_score_codex":0.00028935604,"about_ca_system_score_gemma":0.00009603968,"threshold_uncertainty_score":0.868821},"labels":[],"label_agreement":null},{"id":"W2079428464","doi":"10.1186/1748-5908-4-16","title":"Fever, hyperglycaemia and swallowing dysfunction management in acute stroke: A cluster randomised controlled trial of knowledge transfer","year":2009,"lang":"en","type":"article","venue":"Implementation Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Medical Research Council; National Health and Medical Research Council; Royal Australasian College of Physicians","keywords":"Medicine; Stroke (engine); Psychological intervention; Swallowing; Emergency medicine; Physical therapy; Cluster randomised controlled trial; Randomized controlled trial; Health services research; Incidence (geometry); Intensive care medicine; Public health; Surgery; Nursing","score_opus":0.048252653128956505,"score_gpt":0.4650914505064433,"score_spread":0.4168387973774868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079428464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96338725,0.000028594957,0.007828189,0.00083843863,0.0008705651,0.009111652,0.000004665889,0.00003449006,0.017896166],"genre_scores_gemma":[0.99596965,0.000108939865,0.0008254484,0.00053874997,0.00004039405,0.0006419826,0.000008733428,0.0000062365502,0.0018598851],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99761456,0.00025725705,0.0008648006,0.00034890074,0.00048320813,0.00043129886],"domain_scores_gemma":[0.9992598,0.00021848921,0.00014995322,0.00017913578,0.00010864314,0.00008397527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030355758,0.0001411438,0.00035337327,0.0004679032,0.0003529972,0.00002898685,0.00018340333,0.000041605475,0.0002017313],"category_scores_gemma":[0.000034413933,0.00011898654,0.0000642493,0.0005435067,0.00007595251,0.0005866457,0.000068425274,0.00013256479,0.000011478369],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5826157,0.0014197626,0.013417237,0.00035371035,0.00071585237,0.000023036146,0.02550722,0.00008249087,0.05139269,0.046492055,0.0048873783,0.2730929],"study_design_scores_gemma":[0.95730805,0.00035998572,0.034155954,0.000042517597,0.00019834036,2.7269388e-7,0.0050572054,0.0007354822,0.00037823583,0.0003181378,0.0012923091,0.00015351536],"about_ca_topic_score_codex":0.000031159012,"about_ca_topic_score_gemma":0.00010311383,"teacher_disagreement_score":0.37469238,"about_ca_system_score_codex":0.00019586195,"about_ca_system_score_gemma":0.0001636693,"threshold_uncertainty_score":0.48521304},"labels":[],"label_agreement":null},{"id":"W2080056929","doi":"10.1001/jamainternmed.2014.8030","title":"Antibiotics “Just-In-Case” in a Patient With Aspiration Pneumonitis","year":2015,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","score_opus":0.07694883124812027,"score_gpt":0.4119514292269947,"score_spread":0.33500259797887444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080056929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8995668,0.00007120755,0.00087452645,0.0068099,0.0009783541,0.0006744865,0.0000018917813,0.000031061118,0.09099173],"genre_scores_gemma":[0.9944682,0.000018807212,0.00035423238,0.0030957488,0.00027673325,0.000017050621,0.00001074396,0.000016007383,0.0017424537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984128,0.00019264618,0.00053167297,0.00019900176,0.00034894838,0.0003149416],"domain_scores_gemma":[0.9992357,0.00014120158,0.0001896749,0.00017202755,0.00012557792,0.00013580408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006433982,0.00012945257,0.00024689295,0.00026595042,0.000043188596,0.0000075608805,0.00009820358,0.000080814345,0.00021266442],"category_scores_gemma":[0.00022801371,0.000089260866,0.000011885095,0.00024743902,0.000046062018,0.00017026554,0.00008645187,0.00049876707,0.000084166226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056350185,0.00031317177,0.87869054,0.00026732925,0.0000581832,0.021666361,0.020139933,0.00009326244,0.00010119601,0.0035076202,0.03166948,0.042929396],"study_design_scores_gemma":[0.047021374,0.016945593,0.48991412,0.018234057,0.00022767961,0.001297753,0.20879254,0.011082278,0.00022778426,0.0017735442,0.20335622,0.0011270783],"about_ca_topic_score_codex":0.0036817337,"about_ca_topic_score_gemma":0.005715948,"teacher_disagreement_score":0.38877645,"about_ca_system_score_codex":0.00031279319,"about_ca_system_score_gemma":0.00008966364,"threshold_uncertainty_score":0.5565705},"labels":[],"label_agreement":null},{"id":"W2080425518","doi":"10.1177/0194599814556239","title":"Efficacy of Thickened Liquids for Eliminating Aspiration in Head and Neck Cancer","year":2014,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Toronto Rehabilitation Institute","keywords":"Medicine; Head and neck cancer; Swallowing; Dysphagia; Population; Radiology; Head and neck; Surgery; Radiation therapy","score_opus":0.09923315278764464,"score_gpt":0.49013150646758985,"score_spread":0.3908983536799452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080425518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027714716,0.9869395,0.0005924453,0.00025357457,0.0007795609,0.0053743976,0.000022696044,0.00003732378,0.0032290278],"genre_scores_gemma":[0.0003795366,0.99353904,0.0010811444,0.00042686547,0.00024497765,0.003009339,0.00016640432,0.000053630414,0.001099089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997456,0.0006718012,0.0009980018,0.00037644512,0.000094964154,0.00040278002],"domain_scores_gemma":[0.99760574,0.0012626356,0.00074475666,0.00025899542,0.00007798754,0.000049896335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010119302,0.0002504147,0.0015162046,0.0002749934,0.00014253377,0.0000043845725,0.00017797967,0.00056072185,0.00008718194],"category_scores_gemma":[0.00027740665,0.00021289557,0.00012631169,0.00017189575,0.00004753354,0.00005872922,0.00017525005,0.00049092004,0.000013268865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006652569,0.000095658,0.002318916,0.0821749,0.0001664676,0.0000025768138,0.00044288082,0.0000014442815,0.0000021765738,0.01682102,0.0013684593,0.896539],"study_design_scores_gemma":[0.0014672482,0.0003372985,0.0028894078,0.010422748,0.00036500976,5.8210344e-7,0.000027893653,0.00009451873,2.8511627e-7,0.00009945085,0.98410934,0.00018619241],"about_ca_topic_score_codex":0.00023074528,"about_ca_topic_score_gemma":0.00081207854,"teacher_disagreement_score":0.9827409,"about_ca_system_score_codex":0.00012659245,"about_ca_system_score_gemma":0.00033432225,"threshold_uncertainty_score":0.86816293},"labels":[],"label_agreement":null},{"id":"W2080786559","doi":"10.12968/bjon.2006.15.1.20305","title":"Caring for people with carotid artery rupture","year":2006,"lang":"en","type":"review","venue":"British Journal of Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Resuscitation; Medical emergency; Nursing care; Action (physics); Witness; Intensive care medicine; Nursing; Surgery","score_opus":0.0729444443014779,"score_gpt":0.4315438488981294,"score_spread":0.3585994045966515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080786559","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023685967,0.9840951,0.004491492,0.000092717295,0.0023493008,0.0017280801,0.00004069425,0.000027127475,0.007151815],"genre_scores_gemma":[0.000059096135,0.99063325,0.003919354,0.00007000197,0.0020945633,0.000095066745,0.000077922814,0.00011033054,0.002940413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735606,0.00028072068,0.0011950847,0.00022826677,0.00037244565,0.0005674484],"domain_scores_gemma":[0.9974574,0.000285419,0.001658802,0.00016279667,0.00030407376,0.00013152507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072634785,0.00028664377,0.0017331182,0.00023397064,0.000563579,0.000090473695,0.00029294353,0.00027875404,0.000039797585],"category_scores_gemma":[0.00003649334,0.0002611576,0.00044819643,0.00021979104,0.000031946834,0.00022061275,0.00003249851,0.0012554326,0.0000060707166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001116387,0.00010207915,0.00007269723,0.0127999885,0.00027669012,0.00014663256,0.00024602222,0.0000044570656,6.9828744e-8,0.00008326516,0.09801846,0.8882385],"study_design_scores_gemma":[0.0007330724,0.0001216394,0.00029428146,0.19284618,0.002015911,0.0012816662,0.0006338637,0.000001803625,2.8209213e-8,0.00008727126,0.8017419,0.00024239285],"about_ca_topic_score_codex":0.00006305755,"about_ca_topic_score_gemma":0.0001886557,"teacher_disagreement_score":0.8879961,"about_ca_system_score_codex":0.0006458862,"about_ca_system_score_gemma":0.000677265,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W2082251117","doi":"10.1016/j.jalz.2013.08.033","title":"P4‐251: Dysphagia in individuals with Alzheimer's disease: A systematic review of the evidence","year":2012,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dysphagia; Dementia; Dysautonomia; Swallowing; Disease; Medicine; Context (archaeology); Alzheimer's disease; Psychology; Neuroscience; Internal medicine; Surgery","score_opus":0.12928956771451436,"score_gpt":0.430012609369427,"score_spread":0.3007230416549126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082251117","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.0718336e-7,0.97709966,0.000016593116,0.00031340733,0.0009553451,0.02019376,0.00007691481,0.0000661659,0.0012777664],"genre_scores_gemma":[0.00037645138,0.99015594,0.00028281793,0.0011483547,0.00013099756,0.0075221383,0.000122013626,0.00014421265,0.00011708973],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9889572,0.0042137695,0.003439926,0.0007917592,0.0014215983,0.0011757015],"domain_scores_gemma":[0.991969,0.0011378449,0.003904618,0.0024472103,0.00021834025,0.00032301474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045073587,0.00096507353,0.004024068,0.00030600987,0.0003689669,0.0000305551,0.0019465052,0.00030827126,0.0014146346],"category_scores_gemma":[0.00022424744,0.0005453468,0.0006700424,0.0013543378,0.00015451484,0.00048379382,0.0012088529,0.0011640111,0.00064123044],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004741159,0.00016182695,0.002259706,0.9322066,0.036790602,0.000007957411,0.00015070007,1.3362306e-7,1.2642478e-8,0.0010778202,0.0056088273,0.021731112],"study_design_scores_gemma":[0.00014919367,0.000017774943,0.00041572153,0.5038654,0.2673452,0.0000011246185,0.000027693985,4.4581157e-7,1.1332573e-7,0.000009755412,0.22785011,0.0003174665],"about_ca_topic_score_codex":0.000093957664,"about_ca_topic_score_gemma":0.00007288058,"teacher_disagreement_score":0.42834115,"about_ca_system_score_codex":0.000069480826,"about_ca_system_score_gemma":0.0013322593,"threshold_uncertainty_score":0.99969983},"labels":[],"label_agreement":null},{"id":"W2083861710","doi":"10.1007/bf03023230","title":"Oculopharyngeal muscular dystrophy: postoperative complications","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Muscular dystrophy; Physical medicine and rehabilitation; Internal medicine","score_opus":0.022956075587009243,"score_gpt":0.30925952288087627,"score_spread":0.28630344729386703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083861710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084572,0.0012419773,0.00029197402,0.07380067,0.000780352,0.0006882391,0.000015938129,0.000028198645,0.01469542],"genre_scores_gemma":[0.98937845,0.00009627122,0.0026610626,0.0019993633,0.0014841867,0.000019722787,0.000015995873,0.00007473473,0.0042701964],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958488,0.00052550255,0.001415276,0.0002709195,0.00058614585,0.0013533989],"domain_scores_gemma":[0.9941906,0.00013932325,0.0010224967,0.00037097448,0.0013323148,0.0029443302],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017068897,0.00038663024,0.00067684223,0.0009578822,0.0022788187,0.00015877893,0.00093806826,0.00023483513,0.0017163181],"category_scores_gemma":[0.00013327468,0.00034057946,0.00032055186,0.00048622268,0.00020210278,0.0008727351,0.000021987298,0.0013832384,0.00030666898],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027915067,0.00024989867,0.032443084,0.00015993649,0.0012203947,0.54475516,0.019174373,0.0024824764,0.00031037658,0.034700986,0.3398698,0.024354348],"study_design_scores_gemma":[0.0018060517,0.00060500164,0.036610693,0.00025969022,0.00020578929,0.3236097,0.0037801475,0.000097102486,0.0000116763495,0.00041353377,0.632137,0.00046359558],"about_ca_topic_score_codex":0.0061069457,"about_ca_topic_score_gemma":0.03177813,"teacher_disagreement_score":0.2922672,"about_ca_system_score_codex":0.0022231445,"about_ca_system_score_gemma":0.007348007,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W2084907577","doi":"10.1177/154405910508401117","title":"Chewing Indicators between Adults with Down Syndrome and Controls","year":2005,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"American Association for Dental, Oral, and Craniofacial Research","keywords":"Masticatory force; Mastication; Medicine; Down syndrome; Dentistry; Meal; Internal medicine; Psychiatry","score_opus":0.06915489043241677,"score_gpt":0.48155589290037953,"score_spread":0.41240100246796274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084907577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99004036,0.00034741493,0.000055896024,0.0014994789,0.000077167366,0.00050899445,0.0000033673878,0.00000840014,0.0074589415],"genre_scores_gemma":[0.9967856,0.00018485099,0.00049476017,0.00011001244,0.0003396884,0.0000157744,0.0000018011351,0.000015509815,0.002052023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973949,0.00039791001,0.00047023813,0.00012824706,0.0011011185,0.00050757604],"domain_scores_gemma":[0.9985832,0.00056522834,0.00025502068,0.00011661139,0.00018000405,0.00029996416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030903637,0.00009085198,0.0002729077,0.000565862,0.0004204238,0.000035815665,0.00024167621,0.00007975722,0.00023615368],"category_scores_gemma":[0.00010813468,0.00006156844,0.00003829019,0.00032656986,0.00009589284,0.00028387332,0.00019857973,0.0012129154,0.00007623931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038002356,0.00009877561,0.96358156,0.00014522011,0.00025242905,0.00022397928,0.0011746595,0.000001037322,0.00011109495,0.00042954614,0.0030538952,0.030547768],"study_design_scores_gemma":[0.005322643,0.0011432735,0.94857055,0.0008161217,0.000058336984,0.00006376854,0.008733569,0.000016291167,0.0000609574,0.00013013108,0.034968574,0.00011577329],"about_ca_topic_score_codex":0.000032687123,"about_ca_topic_score_gemma":0.000061879946,"teacher_disagreement_score":0.031914677,"about_ca_system_score_codex":0.00023112631,"about_ca_system_score_gemma":0.00020501642,"threshold_uncertainty_score":0.5269581},"labels":[],"label_agreement":null},{"id":"W2087945678","doi":"10.1097/nen.0b013e3182801cde","title":"Alpha-Synuclein Pathology and Axonal Degeneration of the Peripheral Motor Nerves Innervating Pharyngeal Muscles in Parkinson Disease","year":2013,"lang":"en","type":"article","venue":"Journal of Neuropathology & Experimental Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Pharynx; Medicine; Dysphagia; Pharyngeal muscles; Pathology; Parkinson's disease; Motor neuron; Peripheral nervous system; Anatomy; Plexus; Motor nerve; Disease; Central nervous system; Surgery; Internal medicine","score_opus":0.028805966589547156,"score_gpt":0.3301345495415888,"score_spread":0.3013285829520416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087945678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935269,0.00058669224,0.000039895684,0.0033284782,0.001659251,0.0006555593,0.0000051122915,0.000013158668,0.00018498338],"genre_scores_gemma":[0.9943638,0.000085220185,0.00039122667,0.004718246,0.00025599494,0.00007087566,0.0000023404702,0.000030911477,0.00008140731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9958681,0.0020083338,0.0011399462,0.00030654273,0.00021505005,0.00046206146],"domain_scores_gemma":[0.9982839,0.00030452502,0.00093516393,0.00022668803,0.00010734312,0.00014235047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068687997,0.00022044731,0.00046622846,0.00021121097,0.00023584174,0.0000108581835,0.00031774002,0.00014131525,0.00017034405],"category_scores_gemma":[0.00016112874,0.00016405918,0.000114916256,0.0001409298,0.00031553183,0.00031474206,0.00040194622,0.0007751768,0.0000046667938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043656887,0.0002693119,0.4003028,0.000031515367,0.000012713739,0.0006131785,0.0009440219,0.000026685113,0.59559894,0.00052221195,0.00044056543,0.0008014959],"study_design_scores_gemma":[0.0018796136,0.0011818608,0.9911229,0.000026882832,0.000029830426,0.00021141546,0.00064009585,0.00041108025,0.0025545931,0.00020578755,0.00161624,0.0001197146],"about_ca_topic_score_codex":0.00003364703,"about_ca_topic_score_gemma":0.000031317875,"teacher_disagreement_score":0.59304434,"about_ca_system_score_codex":0.000044474273,"about_ca_system_score_gemma":0.00009487009,"threshold_uncertainty_score":0.6690139},"labels":[],"label_agreement":null},{"id":"W2088072350","doi":"10.1007/s00455-008-9157-0","title":"Differentiating Effortful and Noneffortful Swallowing with a Neck Force Transducer: Implications for the Development of a Clinical Feedback System","year":2008,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Medicine; Saliva; Audiology; Physical medicine and rehabilitation; Biofeedback; Analysis of variance; Physical therapy; Cardiology; Internal medicine; Surgery","score_opus":0.0925054731230066,"score_gpt":0.41171211087701776,"score_spread":0.31920663775401115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088072350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90575576,0.00016591387,0.0863397,0.0005465934,0.000364881,0.0031953133,0.00001838923,0.00011408313,0.003499361],"genre_scores_gemma":[0.97248614,0.0000450713,0.02420163,0.0001785576,0.00011742472,0.0011555667,0.00003766266,0.000042077725,0.0017358436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743843,0.00011212609,0.0013061124,0.00038565876,0.00024661413,0.00051108125],"domain_scores_gemma":[0.9977379,0.0010136213,0.0005119602,0.00041249284,0.00018409286,0.00013994079],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011280902,0.0002276084,0.00052798446,0.00006425136,0.0016057465,0.000012582006,0.00027009496,0.00012834278,0.000029761402],"category_scores_gemma":[0.00005107464,0.00014456006,0.00010872569,0.00018916852,0.000102345606,0.00013491734,0.00011802842,0.00030215827,0.0000120797085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004019459,0.00029184888,0.9475398,0.0024334695,0.0015927473,0.000003479106,0.011267427,0.00002348916,0.00023282741,0.014686158,0.0017729162,0.01975387],"study_design_scores_gemma":[0.0038910876,0.00016882228,0.98180896,0.00045603217,0.0003917278,0.0000048495963,0.004366099,0.0019129047,0.00007521924,0.00004286771,0.0066298153,0.00025163253],"about_ca_topic_score_codex":0.000026487152,"about_ca_topic_score_gemma":0.00013571544,"teacher_disagreement_score":0.066730395,"about_ca_system_score_codex":0.00007359195,"about_ca_system_score_gemma":0.00035995827,"threshold_uncertainty_score":0.99969405},"labels":[],"label_agreement":null},{"id":"W2089414470","doi":"10.1007/s00455-002-0091-2","title":"McGill Ingestive Skills Assessment (MISA): Development and First Field Test of an Evaluation of Functional Ingestive Skills of Elderly Persons","year":2003,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Test (biology); Internal consistency; Medicine; Clinical psychology; Psychology; Psychometrics","score_opus":0.04358151362049048,"score_gpt":0.3815403303434808,"score_spread":0.33795881672299033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089414470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96729076,0.00012638241,0.001453406,0.0002432269,0.00057573477,0.0016627664,0.000084224,0.000033979817,0.028529499],"genre_scores_gemma":[0.98741364,0.00003145347,0.010977707,0.00015874475,0.000026557793,0.00022400943,0.00006195145,0.000024066141,0.0010818922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996998,0.0004695252,0.0008812626,0.00039470592,0.00089386845,0.0003626427],"domain_scores_gemma":[0.9965966,0.0014423266,0.00076432875,0.00030487738,0.00075187284,0.00014000578],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002321359,0.0002466608,0.00045732828,0.00023301256,0.00038574636,0.0000054868597,0.00013983542,0.00018788714,0.0009225516],"category_scores_gemma":[0.000935956,0.00023339488,0.00005388258,0.00030488256,0.00010487219,0.0002522208,0.00010660603,0.00032206826,0.000008451779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026544448,0.0076845856,0.7833622,0.0027101475,0.0019788283,0.000015224517,0.027847603,0.0011671565,0.0037257092,0.038882762,0.0076368656,0.12472345],"study_design_scores_gemma":[0.0046102656,0.0014160741,0.9591081,0.0007702614,0.0005967618,0.0000025520037,0.008652994,0.00095212343,0.013118104,0.0009337724,0.009406057,0.00043292207],"about_ca_topic_score_codex":0.00011569509,"about_ca_topic_score_gemma":0.00027065398,"teacher_disagreement_score":0.17574589,"about_ca_system_score_codex":0.0002654761,"about_ca_system_score_gemma":0.00062978984,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W2090219784","doi":"10.1080/21551197.2014.1002656","title":"Malnutrition and Dysphagia in Long-Term Care: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Journal of Nutrition in Gerontology and Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Toronto Rehabilitation Institute","keywords":"Dysphagia; Malnutrition; Medicine; Swallowing; Intensive care medicine; Pediatrics; Physical therapy; Surgery; Internal medicine","score_opus":0.07484692242839562,"score_gpt":0.45605154522557295,"score_spread":0.3812046227971773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090219784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054911277,0.99432844,0.000056350378,0.00033423532,0.00085687335,0.004152644,0.000015792986,0.0000088912675,0.00019183732],"genre_scores_gemma":[0.000035943805,0.9985317,0.00032782514,0.00018854346,0.00022447045,0.0005037151,0.00006252851,0.000023675668,0.00010160289],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99420613,0.0020573593,0.0028177565,0.00027101143,0.00027544057,0.00037232475],"domain_scores_gemma":[0.99639416,0.00058663794,0.0023414944,0.00020650537,0.00031956454,0.00015161818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027825912,0.00033926213,0.0035542322,0.00090524805,0.00009582391,0.000017496404,0.00020168508,0.00064897095,0.000035764675],"category_scores_gemma":[0.0002710743,0.00027101015,0.00017252265,0.0004665104,0.000050320526,0.0002509545,0.000111235444,0.0012117182,0.00000979712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026519252,0.00018645402,0.000713477,0.9826354,0.00007784632,0.00024777543,0.00023359677,1.4542973e-8,1.1031096e-8,0.00018532679,0.0035324031,0.012161195],"study_design_scores_gemma":[0.0033569408,0.00030164863,0.00074860203,0.88815653,0.0035146335,0.00037085862,0.0005691961,6.241558e-7,5.0796882e-9,0.0003854943,0.10227464,0.00032084863],"about_ca_topic_score_codex":0.000009497469,"about_ca_topic_score_gemma":0.00011572493,"teacher_disagreement_score":0.09874224,"about_ca_system_score_codex":0.0005909652,"about_ca_system_score_gemma":0.0003578407,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2090442304","doi":"10.1016/j.jcomdis.2013.04.001","title":"The incidence, co-occurrence, and predictors of dysphagia, dysarthria, and aphasia after first-ever acute ischemic stroke","year":2013,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Institute for Clinical Evaluative Sciences; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Stroke Network; Heart and Stroke Foundation of Canada","keywords":"Dysphagia; Dysarthria; Aphasia; Stroke (engine); Incidence (geometry); Odds ratio; Medicine; Confidence interval; Physical therapy; Psychology; Audiology; Internal medicine; Surgery; Psychiatry","score_opus":0.011872438439702327,"score_gpt":0.3357154225815631,"score_spread":0.3238429841418608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090442304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796609,0.0053555374,0.00028698702,0.0066648065,0.0002528736,0.00076927437,0.000022252903,0.000012977527,0.006974362],"genre_scores_gemma":[0.9726643,0.025638457,0.0005231003,0.00021432195,0.00002113988,0.000085684034,0.00000802345,0.000009165814,0.00083580764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841416,0.0002801213,0.00071680895,0.0000892795,0.0002872481,0.00021239367],"domain_scores_gemma":[0.9977069,0.0006821399,0.00085007807,0.00042310875,0.00023618236,0.00010158232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000804027,0.00012315481,0.00023106126,0.00011403119,0.00046606414,0.000036074154,0.0004218945,0.0000824538,0.00018995127],"category_scores_gemma":[0.000086581356,0.000084726,0.000052190957,0.00011593404,0.00028091331,0.000564471,0.0002528978,0.0004998838,0.000011061666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001447326,0.000104866034,0.8638241,0.00009522898,0.0004060373,7.636644e-7,0.0034003954,0.0000060583084,0.00007674631,0.0005285832,0.12112044,0.010291995],"study_design_scores_gemma":[0.002205421,0.00020245422,0.6706215,0.00026737235,0.00021917639,0.0000045742117,0.006369102,0.00023473777,0.000015687669,0.0012987115,0.31839725,0.00016399946],"about_ca_topic_score_codex":0.000046802055,"about_ca_topic_score_gemma":0.00023612274,"teacher_disagreement_score":0.19727682,"about_ca_system_score_codex":0.000031273004,"about_ca_system_score_gemma":0.000090848414,"threshold_uncertainty_score":0.35846356},"labels":[],"label_agreement":null},{"id":"W2091207375","doi":"10.1155/2014/738971","title":"The Effect of Bolus Volume on Hyoid Kinematics in Healthy Swallowing","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute","keywords":"Swallowing; Hyoid bone; Medicine; Kinematics; Anatomy; Airway; Vestibule; Bolus (digestion); Epiglottis; Larynx; Surgery; Physics; Audiology; Vestibular system","score_opus":0.07487348326064149,"score_gpt":0.5235568532811109,"score_spread":0.44868337002046943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091207375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75279886,0.000075777054,0.0009620194,0.046272196,0.007235288,0.0028006493,0.000015908805,0.00006254091,0.18977678],"genre_scores_gemma":[0.9872997,0.000056269513,0.00017391726,0.00022477121,0.00039504995,0.00029699653,0.000021367889,0.000014642522,0.011517315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615675,0.0015589298,0.00045759085,0.00018313946,0.0011394763,0.0005040833],"domain_scores_gemma":[0.9960653,0.003283814,0.000115975956,0.00027012473,0.00018189922,0.00008287174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008844504,0.00008579131,0.00015846918,0.00044369852,0.0003851714,0.000022014852,0.00054219126,0.000070973794,0.00024319698],"category_scores_gemma":[0.001695134,0.000054607455,0.000047026155,0.00032770744,0.00010287965,0.000059531732,0.00030194476,0.00058315817,0.00036507606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004212203,0.0005374254,0.23500164,0.0015142384,0.00042774528,0.000022415956,0.001757382,0.0001330079,0.0029111782,0.16882734,0.49103126,0.09362416],"study_design_scores_gemma":[0.0047229202,0.0022067893,0.12813927,0.0005694194,0.0000075794433,2.7971734e-7,0.0006845302,0.024785727,0.0003132748,0.0022672236,0.8361485,0.00015450262],"about_ca_topic_score_codex":0.0001924047,"about_ca_topic_score_gemma":0.00007458946,"teacher_disagreement_score":0.3451172,"about_ca_system_score_codex":0.00034543776,"about_ca_system_score_gemma":0.00009847948,"threshold_uncertainty_score":0.4692436},"labels":[],"label_agreement":null},{"id":"W2092705562","doi":"10.1007/s00455-001-0110-8","title":"The Incidence, Management, and Complications of Dysphagia in Patients with Medullary Strokes Admitted to a Rehabilitation Unit","year":2002,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; London Health Sciences Centre","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Swallowing; Aspiration pneumonia; Medullary cavity; Rehabilitation; Pneumonia; Incidence (geometry); Complication; Surgery; Physical therapy; Internal medicine","score_opus":0.021633610560090676,"score_gpt":0.33188367149367354,"score_spread":0.31025006093358287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092705562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96886456,0.00018745352,0.0005271908,0.0026771578,0.00020070729,0.0034223099,0.000025542984,0.00006878666,0.024026286],"genre_scores_gemma":[0.9906342,0.000076230244,0.0042923624,0.0006040756,0.000012803436,0.00058101094,0.00003216487,0.000025082141,0.0037420397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979446,0.00028891177,0.00060290395,0.00033076815,0.00039945857,0.00043334215],"domain_scores_gemma":[0.99820286,0.0006710168,0.00024758882,0.0005249655,0.00022266258,0.00013090861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052294374,0.00018086919,0.00023103248,0.00025763822,0.00048762257,0.000019352377,0.0002896665,0.00006809716,0.0001873676],"category_scores_gemma":[0.000113736794,0.00013182817,0.000022740049,0.00077689457,0.00012227456,0.00020552416,0.00023084802,0.00025281397,0.00010931973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099603945,0.00020062504,0.9672271,0.00015717672,0.00010252917,0.0000017011123,0.0013892637,0.000022002328,0.0000041462476,0.017875547,0.0074594864,0.005460819],"study_design_scores_gemma":[0.0017944856,0.00026353583,0.9762454,0.00016989921,0.000054867985,9.534147e-8,0.0020805255,0.0002726513,0.0000017581949,0.00045053448,0.018527314,0.00013892392],"about_ca_topic_score_codex":0.00008355482,"about_ca_topic_score_gemma":0.00036234342,"teacher_disagreement_score":0.021769665,"about_ca_system_score_codex":0.000088301465,"about_ca_system_score_gemma":0.000023566003,"threshold_uncertainty_score":0.53757966},"labels":[],"label_agreement":null},{"id":"W2093823678","doi":"10.1016/j.medengphy.2009.07.001","title":"Swallow segmentation with artificial neural networks and multi-sensor fusion","year":2009,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Segmentation; Artificial intelligence; Pattern recognition (psychology); SIGNAL (programming language); Computer science; Artificial neural network; Sensitivity (control systems); Computer vision; Engineering","score_opus":0.02436368099258786,"score_gpt":0.3385053913255689,"score_spread":0.31414171033298105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093823678","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25618815,0.000043387005,0.7407454,0.001516928,0.0005543373,0.0004904976,9.589106e-7,0.00022309549,0.00023724447],"genre_scores_gemma":[0.9926788,0.000034527653,0.005250338,0.0010418561,0.0006619062,0.000032653003,0.000031462387,0.00001981738,0.00024863819],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892163,0.00003746307,0.00021455552,0.00017579786,0.00032934573,0.00032122654],"domain_scores_gemma":[0.9995534,0.00008419992,0.000054778317,0.00011057568,0.000028776263,0.00016829777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019774222,0.00013330494,0.0001561784,0.00002611221,0.00015724047,0.000011935367,0.000068476926,0.0000879705,0.000060530685],"category_scores_gemma":[0.000032157855,0.000105733976,0.000020348369,0.00012963256,0.000018900944,0.00009548289,0.000041124447,0.00041267072,0.000010314436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002529674,0.00081118196,0.012324593,0.00049748743,0.00020506434,0.00016795832,0.0028617182,0.20464127,0.004689986,0.02319044,0.003622922,0.7467344],"study_design_scores_gemma":[0.00085130986,0.00012008985,0.014654473,0.00010896348,0.00003311884,6.3669927e-7,0.00018401953,0.98306626,0.000029823383,0.00004446835,0.000757722,0.00014910052],"about_ca_topic_score_codex":0.0000123016625,"about_ca_topic_score_gemma":0.0000062652316,"teacher_disagreement_score":0.778425,"about_ca_system_score_codex":0.00004045817,"about_ca_system_score_gemma":0.000025728597,"threshold_uncertainty_score":0.43117064},"labels":[],"label_agreement":null},{"id":"W2093833126","doi":"10.1007/s00455-013-9469-6","title":"Age-related Differences in Tongue-Palate Pressures for Strength and Swallowing Tasks","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Isometric exercise; Medicine; Tongue; Saliva; Young adult; Age groups; Audiology; Dentistry; Physical therapy; Demography; Internal medicine; Pathology","score_opus":0.03391087543257166,"score_gpt":0.3573662715206506,"score_spread":0.32345539608807894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093833126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974361,0.0003951136,0.00017359393,0.0011568756,0.0009847722,0.0028148028,0.000012674343,0.00014623252,0.01995493],"genre_scores_gemma":[0.978157,0.00009604448,0.0008569537,0.00037929718,0.00006312076,0.00090944144,0.000042576376,0.000028114644,0.019467462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980976,0.00017859273,0.00053898914,0.00037311736,0.00018125396,0.0006304591],"domain_scores_gemma":[0.99895436,0.00046695033,0.00015369897,0.00023367474,0.000059803602,0.00013149522],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138685,0.00021465328,0.0003511976,0.00014469321,0.0003200907,0.00005023596,0.00019677555,0.00018240511,0.0011572983],"category_scores_gemma":[0.000091378104,0.00017816827,0.000046245765,0.00015226784,0.000059279948,0.00030611892,0.00017462567,0.00036172417,0.0001352391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007775645,0.00033541681,0.8694942,0.0010931563,0.0006302014,0.00004833901,0.010759206,0.000018409899,0.0010913883,0.034286093,0.05437447,0.027791342],"study_design_scores_gemma":[0.0027702968,0.00010711654,0.9682429,0.00023743976,0.000094000345,2.9404933e-7,0.0022853066,0.0033722806,0.000027960386,0.0077139637,0.014815514,0.00033294156],"about_ca_topic_score_codex":0.0007834142,"about_ca_topic_score_gemma":0.00025747984,"teacher_disagreement_score":0.09874866,"about_ca_system_score_codex":0.00004654203,"about_ca_system_score_gemma":0.000047152018,"threshold_uncertainty_score":0.9997558},"labels":[],"label_agreement":null},{"id":"W2094195867","doi":"10.1007/s00455-011-9350-4","title":"Significance of Nonrespiratory Airflow During Swallowing","year":2011,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Pharynx; Audiology; Dentistry; Surgery","score_opus":0.07246352623367394,"score_gpt":0.36538960563182654,"score_spread":0.29292607939815263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094195867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78481203,0.00019173438,0.0015048906,0.00006235708,0.001480997,0.0009557765,0.000007706855,0.00019335443,0.21079116],"genre_scores_gemma":[0.9882907,0.00002064978,0.002156735,0.00040839796,0.00011906732,0.00016223785,0.0000042079564,0.000034760284,0.008803221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813414,0.00020970372,0.00057451206,0.00029089535,0.00027249643,0.00051823526],"domain_scores_gemma":[0.9989676,0.000099477234,0.00026371758,0.0004443961,0.00010513556,0.00011969654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006047799,0.00016971794,0.00028224933,0.00012386873,0.0003003277,0.0000035032217,0.00030184284,0.00011464718,0.003267535],"category_scores_gemma":[0.00005561379,0.00016135449,0.00008124058,0.00021895854,0.000059007267,0.00021720624,0.00018524568,0.0003261,0.0006187822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006037664,0.00077887514,0.844732,0.0028972058,0.0009012666,0.00025100328,0.023782445,0.00003024659,0.055064864,0.043696694,0.019542657,0.0077189775],"study_design_scores_gemma":[0.0028010965,0.00018382873,0.93194693,0.00032998476,0.00016345423,7.0672525e-7,0.004175855,0.00011962206,0.01686037,0.00087088125,0.041999772,0.00054748124],"about_ca_topic_score_codex":0.00017323477,"about_ca_topic_score_gemma":0.000042017393,"teacher_disagreement_score":0.2034787,"about_ca_system_score_codex":0.00008790444,"about_ca_system_score_gemma":0.00012689886,"threshold_uncertainty_score":0.9976436},"labels":[],"label_agreement":null},{"id":"W2094330033","doi":"10.1177/0269216315575678","title":"Perspectives on the role of the speech and language therapist in palliative care: An international survey","year":2015,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Speech Therapist; Nursing; Family medicine; Speech therapy; Audiology","score_opus":0.09413138674182832,"score_gpt":0.45568474428883315,"score_spread":0.36155335754700485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094330033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266963,0.0013461674,0.00004002877,0.0077851433,0.00042902207,0.00095159,0.000032840624,0.000015085741,0.06270381],"genre_scores_gemma":[0.9981156,0.00021048533,0.000052581767,0.0006317921,0.00015440297,0.000057444082,0.000023192788,0.000010126942,0.00074440445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998057,0.0009661984,0.00023372953,0.00019316528,0.00038978763,0.00016012558],"domain_scores_gemma":[0.998546,0.0007117185,0.00019256824,0.00024343308,0.0002536392,0.00005266554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013832411,0.00011479733,0.00018225392,0.00006334927,0.00011005779,0.000004030329,0.00028141862,0.000039785467,0.0002179438],"category_scores_gemma":[0.00076091394,0.000054178603,0.000016488017,0.00019811961,0.00019444068,0.00005588495,0.00011209731,0.0003217279,0.000008357197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009033809,0.0000544883,0.7317109,0.000011499371,0.000054199507,0.0000012055581,0.24226995,0.0000018512873,0.00008959015,0.02423826,0.00041527627,0.0010624126],"study_design_scores_gemma":[0.0008402601,0.00012480764,0.64225376,0.00011517092,0.0000079886395,1.4350797e-8,0.35411218,0.000092940885,0.00004709309,0.0009574391,0.0014081235,0.000040224466],"about_ca_topic_score_codex":0.0032980538,"about_ca_topic_score_gemma":0.00499922,"teacher_disagreement_score":0.11184224,"about_ca_system_score_codex":0.00020157546,"about_ca_system_score_gemma":0.00007899292,"threshold_uncertainty_score":0.49856928},"labels":[],"label_agreement":null},{"id":"W2095787603","doi":"10.1016/j.jada.2006.07.008","title":"A Novel Dysphagia Diet Improves the Nutrient Intake of Institutionalized Elders","year":2006,"lang":"en","type":"article","venue":"Journal of the American Dietetic Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Medicine; Dysphagia; Weight loss; Micronutrient; Body mass index; Body weight; Population; Gerontology; Pediatrics; Obesity; Surgery; Internal medicine; Environmental health","score_opus":0.019409808416572246,"score_gpt":0.34520804911361685,"score_spread":0.3257982406970446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095787603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515954,0.00018759306,0.008060255,0.029804502,0.0021926211,0.0009394978,0.00001697072,0.00002121821,0.007181943],"genre_scores_gemma":[0.9950444,0.00008980295,0.00091162894,0.0010323651,0.0003066146,0.000020616775,0.0000025658746,0.000011088801,0.0025808853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766225,0.00036610037,0.0008497657,0.00009188237,0.0007579644,0.0002720625],"domain_scores_gemma":[0.9943518,0.00059528806,0.0043897713,0.00020580638,0.0004210386,0.00003628305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015851803,0.000115834264,0.00034471272,0.00007417901,0.0003842512,0.000013779398,0.000371394,0.00004638673,0.00003108905],"category_scores_gemma":[0.0005528802,0.00006403958,0.0002149623,0.00040943534,0.00014314124,0.00011948523,0.0001276428,0.00043683115,0.0000071869586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017282105,0.0022284137,0.55006486,0.00028871986,0.0030395899,0.000004397821,0.0042702113,0.0014265374,0.04729847,0.04749609,0.33645535,0.0056991684],"study_design_scores_gemma":[0.0024039068,0.00047351577,0.94033736,0.00019510838,0.00054115755,0.0000012048572,0.004111709,0.0002470139,0.0003380598,0.0036534402,0.047552224,0.00014529366],"about_ca_topic_score_codex":0.00048512968,"about_ca_topic_score_gemma":0.00008828123,"teacher_disagreement_score":0.39027253,"about_ca_system_score_codex":0.0007308,"about_ca_system_score_gemma":0.00029886616,"threshold_uncertainty_score":0.29553884},"labels":[],"label_agreement":null},{"id":"W2096905843","doi":"10.1111/j.1532-5415.2005.00608.x","title":"Differences in the Features of Aspiration Pneumonia According to Site of Acquisition: Community or Continuing Care Facility","year":2006,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumonia; Aspiration pneumonia; Community-acquired pneumonia; Risk factor; Mortality rate; Population; Intensive care unit; Intensive care medicine; Respiratory disease; Emergency medicine; Surgery; Internal medicine; Lung; Environmental health","score_opus":0.033073938596355545,"score_gpt":0.3642141855212322,"score_spread":0.33114024692487665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096905843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99716175,0.00011804986,0.00057792565,0.0011697571,0.00024364243,0.00038591676,0.000031147247,0.0000049746773,0.0003068406],"genre_scores_gemma":[0.99834293,0.000043931548,0.0009273687,0.0004807141,0.0001241988,0.000008052144,0.0000032546984,0.0000047681783,0.000064783824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744797,0.0011542329,0.00070475315,0.00007064851,0.0004334715,0.00018891707],"domain_scores_gemma":[0.9969929,0.00061050843,0.0017615146,0.00028092906,0.00032774088,0.000026424403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018037738,0.000105025996,0.00040054592,0.000058066034,0.00037334493,0.000017345097,0.00048160867,0.00004372779,0.000011871024],"category_scores_gemma":[0.00011195159,0.000055810713,0.0002329912,0.000679903,0.000100694204,0.00010991333,0.00020521022,0.0006563038,6.017042e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017034721,0.0001652244,0.9294402,0.00027256217,0.00006788224,0.0000010857598,0.055767473,0.00020348922,0.0051459316,0.00012139394,0.0044041197,0.004240315],"study_design_scores_gemma":[0.00033858404,0.00027551383,0.8416904,0.00008518547,0.00006828688,7.838696e-7,0.1570259,0.000012351302,0.00006296445,0.00010593864,0.0002795078,0.00005455555],"about_ca_topic_score_codex":0.0017535468,"about_ca_topic_score_gemma":0.00029092963,"teacher_disagreement_score":0.101258434,"about_ca_system_score_codex":0.00017077064,"about_ca_system_score_gemma":0.000115643445,"threshold_uncertainty_score":0.2871505},"labels":[],"label_agreement":null},{"id":"W2098872519","doi":"10.1067/mvn.2001.113884","title":"Dysphagia lusoria: A case study","year":2001,"lang":"en","type":"article","venue":"Journal of Vascular Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Dysphagia; Thoracotomy; Subclavian artery; Esophagus; Swallowing; Surgery; Perioperative; Esophagogastroduodenoscopy; Radiology; General surgery; Endoscopy","score_opus":0.05453085408416997,"score_gpt":0.44991370770735656,"score_spread":0.3953828536231866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098872519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747301,0.0006401105,0.008895611,0.00089686003,0.0037302263,0.00074013154,2.9746275e-7,0.00003305177,0.010333613],"genre_scores_gemma":[0.99619263,0.0001149424,0.0014023138,0.00022291618,0.00086063374,0.000008210189,4.7172213e-7,0.00002814811,0.0011697566],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99751455,0.0005729054,0.0008122446,0.00014758312,0.0005399975,0.00041271074],"domain_scores_gemma":[0.99856657,0.00012496003,0.00054819416,0.00028107176,0.00029661873,0.00018260385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020798543,0.00014981897,0.00037735957,0.0002561953,0.0005658978,0.000026180065,0.00018670331,0.000081006474,0.00038807074],"category_scores_gemma":[0.0000809685,0.000121048506,0.00019156231,0.00031273998,0.000026847754,0.00032736638,0.00004717898,0.00067316956,0.00005853771],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062486326,0.008710543,0.46672156,0.00027276613,0.0053572813,0.120426424,0.086476564,0.00049245363,0.00046869263,0.0021317657,0.09565068,0.2126664],"study_design_scores_gemma":[0.025181318,0.003289431,0.13122383,0.0023111633,0.0045696227,0.011026966,0.62664986,0.0010034284,0.000019293499,0.0024479884,0.19133343,0.00094367296],"about_ca_topic_score_codex":0.00007763236,"about_ca_topic_score_gemma":0.000056652454,"teacher_disagreement_score":0.5401733,"about_ca_system_score_codex":0.0003584369,"about_ca_system_score_gemma":0.00019064131,"threshold_uncertainty_score":0.49362147},"labels":[],"label_agreement":null},{"id":"W2098878596","doi":"10.1152/ajpgi.00303.2005","title":"Feline lower esophageal sphincter sling and circular muscles have different functional inhibitory neuronal responses","year":2005,"lang":"en","type":"article","venue":"American Journal of Physiology-Gastrointestinal and Liver Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Cholinergic; Atropine; Sling (weapon); Inhibitory postsynaptic potential; Stimulation; Acetylcholine; Internal medicine; Muscle tone; Endocrinology; Sphincter; Muscle relaxation; Excitatory postsynaptic potential; Medicine; Contraction (grammar); Chemistry; Anatomy; Surgery","score_opus":0.021774563169019184,"score_gpt":0.30124555079291104,"score_spread":0.2794709876238919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098878596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970888,0.0002874645,0.00046975628,0.0014762571,0.00037566127,0.00018995596,0.000011171699,0.00002801611,0.00007294293],"genre_scores_gemma":[0.9931067,0.00016636039,0.0024403941,0.0018840362,0.001981474,0.000014030581,0.000014159699,0.00002765551,0.00036517202],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972415,0.0007862287,0.0007487128,0.0004266347,0.00021799658,0.0005789305],"domain_scores_gemma":[0.99766296,0.00082518964,0.0008321204,0.00017783674,0.00024963132,0.00025223682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036942385,0.00034240723,0.0007184139,0.00021674763,0.00038185032,0.0000114750765,0.000172131,0.000058278165,0.00037543717],"category_scores_gemma":[0.000103948856,0.00025713397,0.00015012534,0.0000838227,0.00083151285,0.00021874215,0.00030404486,0.0009358282,0.000021406218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005163271,0.0006637187,0.03530933,0.0001894844,0.0003363378,0.00009082833,0.00087597925,0.00025381325,0.93653727,0.00089025544,0.004251853,0.015437883],"study_design_scores_gemma":[0.0015095717,0.0028406624,0.9901454,0.00017254101,0.00011806886,0.0002448254,0.0015023742,0.00060572923,0.00014924472,0.0005654387,0.0019250243,0.00022111932],"about_ca_topic_score_codex":0.000047165013,"about_ca_topic_score_gemma":0.000013975131,"teacher_disagreement_score":0.9548361,"about_ca_system_score_codex":0.00007442751,"about_ca_system_score_gemma":0.00013028692,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2099550525","doi":"10.1016/j.ijrobp.2008.06.1465","title":"Comparison of Swallowing Quality of Life Measures in Advanced Larynx and Hypopharynx Cancer","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Swallowing; Larynx; Quality of life (healthcare); Cancer; Internal medicine; Dentistry; Surgery; Nursing","score_opus":0.12123341814994897,"score_gpt":0.49996582509314813,"score_spread":0.37873240694319915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099550525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915349,0.0014098351,0.002709202,0.0013918232,0.0017973554,0.00024979384,0.000028201935,0.000010762427,0.0008681225],"genre_scores_gemma":[0.9954205,0.0019932198,0.0015991421,0.000479762,0.00040636375,0.000017712482,0.000016335973,0.000011781943,0.00005519376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972343,0.00063761306,0.0014836192,0.00014708003,0.00030977346,0.00018762762],"domain_scores_gemma":[0.99624485,0.0008008363,0.0021545542,0.00009566761,0.00062782044,0.00007627474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011243743,0.00012546785,0.00067392754,0.00017868656,0.000086253815,0.0000023266614,0.00028562793,0.0001596872,0.000059605616],"category_scores_gemma":[0.00046253117,0.00011440606,0.000103797465,0.00013956714,0.00013959932,0.00027912192,0.000094986215,0.00046545366,0.000002864245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003841512,0.000321801,0.95865685,0.00003719959,0.000307792,0.0000032101486,0.0020446202,0.0010727172,0.004492624,0.00790853,0.0006884809,0.024082],"study_design_scores_gemma":[0.0071463804,0.00038289875,0.9764039,0.00014219945,0.0000511565,0.0000016715717,0.0010550019,0.0009459132,0.0009559199,0.0034265632,0.009343922,0.00014450715],"about_ca_topic_score_codex":0.0002021199,"about_ca_topic_score_gemma":0.00008952539,"teacher_disagreement_score":0.023937494,"about_ca_system_score_codex":0.00036149923,"about_ca_system_score_gemma":0.0006955195,"threshold_uncertainty_score":0.46653438},"labels":[],"label_agreement":null},{"id":"W2099805511","doi":"10.1016/j.apmr.2014.07.067","title":"Stroke and Acquired Brain Injury Rehabilitation: Management of Dysphagia and Nutritional Disorders","year":2014,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Dysphagia; Rehabilitation; Stroke (engine); Medicine; Acquired brain injury; Physical medicine and rehabilitation; Traumatic brain injury; Physical therapy; Surgery; Psychiatry","score_opus":0.010296076099413371,"score_gpt":0.35847656707617215,"score_spread":0.3481804909767588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099805511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594588,0.00020259169,0.0017496486,0.025959382,0.0000902815,0.0010219747,0.000014684284,0.000021276215,0.011481357],"genre_scores_gemma":[0.9896671,0.00010621057,0.009469982,0.00015585906,0.000082515704,0.000090652815,0.000019586707,0.000009053376,0.00039900045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998672,0.00032165882,0.00039197752,0.00024825518,0.00021546814,0.0001506158],"domain_scores_gemma":[0.99195945,0.007606644,0.000168363,0.0001467329,0.000038803588,0.000080017926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004215216,0.00011692374,0.0003011091,0.00016226867,0.00013129828,0.0000018660074,0.000051939936,0.000031334464,0.000019518804],"category_scores_gemma":[0.00037856682,0.00009130188,0.00004036159,0.00009607626,0.00088391034,0.00011137936,0.00010511035,0.00008552661,8.3931036e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044904018,0.00046251077,0.05439537,0.008394002,0.00017885839,1.8191268e-7,0.029968156,0.000004243014,0.006106966,0.65050876,0.0030137126,0.24651821],"study_design_scores_gemma":[0.0033165773,0.004790471,0.7569427,0.0012905796,0.00013773242,8.9778304e-8,0.019292807,0.0016674338,0.000013957475,0.20662397,0.005789411,0.00013427979],"about_ca_topic_score_codex":0.000034916364,"about_ca_topic_score_gemma":0.000008171948,"teacher_disagreement_score":0.7025473,"about_ca_system_score_codex":0.0000070670767,"about_ca_system_score_gemma":0.000009916959,"threshold_uncertainty_score":0.37231827},"labels":[],"label_agreement":null},{"id":"W2102308746","doi":"10.1044/sasd14.3.13","title":"End-of-Life Decision Making, Quality of Life, Enteral Feeding, and the Speech-Language Pathologist","year":2005,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bridgepoint Active Healthcare","funders":"","keywords":"Medicine; Enteral administration; Intensive care medicine; Quality of life (healthcare); Speech-Language Pathology; Pathology; Parenteral nutrition; Physical therapy; Nursing","score_opus":0.028973806704005647,"score_gpt":0.3972151440657755,"score_spread":0.3682413373617699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102308746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96497977,0.008902915,0.0022600067,0.0036744466,0.000568156,0.001167983,0.000019014919,0.00014013163,0.018287592],"genre_scores_gemma":[0.99284786,0.0017773074,0.003307211,0.0011632344,0.00018728827,0.00008217168,0.000008727161,0.000054372867,0.000571813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955041,0.00085790287,0.0012872282,0.0008251147,0.00079923065,0.0007264707],"domain_scores_gemma":[0.9964241,0.0019749682,0.0006443157,0.0006129489,0.00013435238,0.0002093325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034341856,0.00046958434,0.0010461148,0.00031227097,0.0008387653,0.000059533257,0.0004510073,0.00023237705,0.00031855196],"category_scores_gemma":[0.0020313335,0.0003537516,0.0003337786,0.00032063332,0.0007381001,0.00034996774,0.00045951255,0.0008123439,0.000021660226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006715631,0.0018592023,0.5161303,0.0012827268,0.0022994177,0.00002194631,0.25566053,0.00022946534,0.0023350944,0.10705673,0.004238366,0.102170564],"study_design_scores_gemma":[0.029434917,0.00085103506,0.49850476,0.0018350454,0.0006101276,0.0000024579865,0.45316032,0.0030346138,0.00011789618,0.005107027,0.005761041,0.0015807702],"about_ca_topic_score_codex":0.00065348455,"about_ca_topic_score_gemma":0.00050471054,"teacher_disagreement_score":0.19749978,"about_ca_system_score_codex":0.00013741701,"about_ca_system_score_gemma":0.00014381437,"threshold_uncertainty_score":0.99989146},"labels":[],"label_agreement":null},{"id":"W2102673626","doi":"10.1044/sasd20.2.36","title":"Conducting Dysphagia Research in the Field Through Partnerships With Clinicians","year":2011,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Dysphagia; Bridging (networking); Field (mathematics); Engineering ethics; Medical education; Surgery","score_opus":0.3741723981141144,"score_gpt":0.4872793656559524,"score_spread":0.11310696754183802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102673626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66237795,0.0021072195,0.0007995139,0.01610281,0.00082732487,0.0026145023,0.0000038192516,0.0002964117,0.31487048],"genre_scores_gemma":[0.99133605,0.0008888218,0.0015321537,0.0038190663,0.00022350224,0.0005318537,0.000009315924,0.00009363906,0.0015656007],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927003,0.0022682706,0.0008480171,0.0013030908,0.0011285314,0.0017517996],"domain_scores_gemma":[0.9947775,0.003689904,0.00022776253,0.0009339446,0.00019154846,0.00017933377],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058710147,0.00055086595,0.0006588643,0.00043527505,0.0022862956,0.00011906276,0.0008421993,0.0003482091,0.0003339993],"category_scores_gemma":[0.000747864,0.00040066455,0.00018002736,0.0011701825,0.00042798242,0.00072262454,0.00027621517,0.0031411273,0.00015697004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014814321,0.0018827386,0.26253113,0.00042066805,0.0010971228,0.0003042252,0.5706162,0.000024230012,0.00010076329,0.14513625,0.009551346,0.0068539223],"study_design_scores_gemma":[0.0044293213,0.001905385,0.030945381,0.0008837755,0.00020156986,0.0000031925865,0.9326274,0.00016140184,0.000058977992,0.009632016,0.018248681,0.00090290495],"about_ca_topic_score_codex":0.0015818832,"about_ca_topic_score_gemma":0.0018362389,"teacher_disagreement_score":0.36201122,"about_ca_system_score_codex":0.00023709833,"about_ca_system_score_gemma":0.00022633291,"threshold_uncertainty_score":0.99984455},"labels":[],"label_agreement":null},{"id":"W2102849703","doi":"10.1044/sasd13.3.2","title":"Radiation Awareness and Practices Among Speech-Language Pathologists","year":2004,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Audiology; Radiology","score_opus":0.02589410180710424,"score_gpt":0.4002117774940808,"score_spread":0.3743176756869766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102849703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972727,0.0046470026,0.0013576266,0.0035426638,0.00078939524,0.0012047198,0.0000079421025,0.00043083413,0.015292829],"genre_scores_gemma":[0.9935182,0.0027297982,0.0012969777,0.00068264385,0.00022240343,0.00019088949,0.00003435464,0.000077531884,0.001247247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642324,0.0004441228,0.00055889064,0.0011376132,0.0005518884,0.0008842194],"domain_scores_gemma":[0.99814135,0.0004926213,0.00052336085,0.00048824502,0.00008772166,0.00026671102],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001340149,0.00050502934,0.0005540071,0.00036206926,0.0017108772,0.0001493809,0.0002679028,0.00029958884,0.00009531211],"category_scores_gemma":[0.0008762001,0.00048004874,0.00014003148,0.00036573136,0.0002735791,0.00092417066,0.00024302746,0.0009169287,0.000068587084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038139854,0.0010603651,0.7613629,0.0005828312,0.0009691726,0.00028425848,0.17267957,0.00035320086,0.0020363,0.018694952,0.0006233496,0.040971667],"study_design_scores_gemma":[0.007078248,0.0006222931,0.668714,0.00060774817,0.00040245426,0.00000534875,0.31428888,0.00048727953,0.00019110675,0.003442646,0.0029387998,0.0012211906],"about_ca_topic_score_codex":0.0021672128,"about_ca_topic_score_gemma":0.000828584,"teacher_disagreement_score":0.14160931,"about_ca_system_score_codex":0.00034377348,"about_ca_system_score_gemma":0.00016547131,"threshold_uncertainty_score":0.9997651},"labels":[],"label_agreement":null},{"id":"W2103066461","doi":"10.1161/strokeaha.115.009617","title":"Diagnosis of Stroke-Associated Pneumonia","year":2015,"lang":"en","type":"review","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":444,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Procalcitonin; Stroke (engine); Pneumonia; Intensive care medicine; Consensus conference; Gold standard (test); Lower respiratory tract infection; Current Procedural Terminology; Respiratory tract infections; Pediatrics; Internal medicine; Surgery; Respiratory system","score_opus":0.12810143358300044,"score_gpt":0.4722359440164087,"score_spread":0.34413451043340826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103066461","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028577284,0.9266283,0.000008055073,0.000067097055,0.0018338037,0.0023217662,0.0011641008,0.00012546708,0.06782282],"genre_scores_gemma":[0.00004214388,0.92758805,0.00009612895,0.000055635483,0.0002094017,0.0012780672,0.00038050395,0.00008113226,0.070268966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960412,0.00092075183,0.0013050612,0.00041830822,0.00061687856,0.0006978291],"domain_scores_gemma":[0.9968333,0.00060849095,0.0014723685,0.0006364579,0.000250604,0.00019874772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012605316,0.00045101723,0.002362824,0.000304157,0.00019650314,0.000010619397,0.0005492647,0.00059881026,0.00093222084],"category_scores_gemma":[0.0002303089,0.00036607744,0.0005144066,0.00030709655,0.00005050208,0.00008410523,0.00047081325,0.0010037284,0.0008709906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004913254,0.00021255057,0.002467818,0.02234774,0.0012634178,0.000013375559,0.00018286816,1.7506868e-7,2.0143825e-7,0.001240277,0.14484122,0.8274254],"study_design_scores_gemma":[0.0004412203,0.00008105601,0.0001518857,0.008766059,0.0016426716,1.3656003e-7,0.00021090098,9.716478e-7,1.2128413e-7,0.000046220157,0.9883905,0.00026823528],"about_ca_topic_score_codex":0.00015845314,"about_ca_topic_score_gemma":0.0001244381,"teacher_disagreement_score":0.8435493,"about_ca_system_score_codex":0.00061792,"about_ca_system_score_gemma":0.0009915532,"threshold_uncertainty_score":0.99998105},"labels":[],"label_agreement":null},{"id":"W2104768255","doi":"10.1186/1475-925x-9-7","title":"Effects of liquid stimuli on dual-axis swallowing accelerometry signals in a healthy population","year":2010,"lang":"en","type":"article","venue":"BioMedical Engineering OnLine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Toronto; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Swallowing; Stimulus (psychology); Audiology; Population; Psychology; Physical medicine and rehabilitation; Medicine; Cognitive psychology; Surgery","score_opus":0.024605646555128084,"score_gpt":0.38495862654046553,"score_spread":0.36035297998533744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104768255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940227,0.000053592597,0.0019477637,0.0011653944,0.0018883708,0.0007155058,0.000012908962,0.0001387389,0.000055020242],"genre_scores_gemma":[0.9952976,0.00003165208,0.0034990222,0.00042725165,0.0004134955,0.000070733004,0.00013867952,0.000032182445,0.0000893923],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99814236,0.0000699607,0.00065298495,0.0002493617,0.00042997653,0.00045535597],"domain_scores_gemma":[0.9986456,0.0007702787,0.00012535087,0.00021470738,0.000033661618,0.00021038261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272007,0.00017251154,0.00035829833,0.0005581569,0.00006133834,0.0000035072173,0.00015143509,0.0002540847,0.00017105063],"category_scores_gemma":[0.00074669457,0.00015482762,0.00005733279,0.0005986901,0.000021372614,0.000076426746,0.00010605203,0.00083426345,0.000025051177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023379596,0.008720975,0.024609916,0.020267254,0.00049537804,0.0003367697,0.002342083,0.0048323194,0.89298415,0.007955276,0.0040535727,0.03106435],"study_design_scores_gemma":[0.010287604,0.0039568134,0.8838109,0.0033791016,0.00010522342,0.0000013447197,0.00023274435,0.067849465,0.001690238,0.00010056883,0.027717523,0.00086852175],"about_ca_topic_score_codex":0.00017543504,"about_ca_topic_score_gemma":0.000035647932,"teacher_disagreement_score":0.8912939,"about_ca_system_score_codex":0.00010174014,"about_ca_system_score_gemma":0.0000720998,"threshold_uncertainty_score":0.6313687},"labels":[],"label_agreement":null},{"id":"W2106603185","doi":"10.1109/tbme.2004.836504","title":"Classification of Normal and Dysphagic Swallows by Acoustical Means","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Dysphagia; Linear discriminant analysis; Accelerometer; Segmentation; Gold standard (test); Medicine; Computer science; Pattern recognition (psychology); Artificial intelligence; Radiology","score_opus":0.018288731659990443,"score_gpt":0.3131202053822256,"score_spread":0.29483147372223517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106603185","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03962131,0.000031307023,0.9575122,0.0010114136,0.00077620056,0.0003211085,0.0000325547,0.00013664448,0.0005572607],"genre_scores_gemma":[0.9955512,0.00011243784,0.0036498418,0.00013351106,0.000049466027,0.00009051157,0.000012053518,0.000021561224,0.00037940644],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987455,0.000027716458,0.0003904961,0.00020509846,0.00030997177,0.00032123332],"domain_scores_gemma":[0.9994107,0.00014114441,0.00005542629,0.0001538727,0.000033577682,0.00020530459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023494495,0.0001392256,0.00018857152,0.00016674964,0.00015212542,0.0000050709,0.00009848942,0.00017016642,0.00019920347],"category_scores_gemma":[0.000012394428,0.0001282716,0.000043649477,0.0002446772,0.00007856348,0.00009894821,0.000002875197,0.00043991962,0.00004170585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004934053,0.004726281,0.0004412308,0.003857711,0.0014798644,0.000059108756,0.0050594993,0.100773364,0.7335726,0.024236094,0.009389164,0.115911655],"study_design_scores_gemma":[0.02764705,0.003196863,0.023072273,0.0024924565,0.001466161,0.00002444001,0.0052389647,0.74802893,0.026174065,0.00082971976,0.15900533,0.0028237558],"about_ca_topic_score_codex":0.00003834164,"about_ca_topic_score_gemma":0.000007024701,"teacher_disagreement_score":0.9559299,"about_ca_system_score_codex":0.0001248104,"about_ca_system_score_gemma":0.000065578206,"threshold_uncertainty_score":0.5230764},"labels":[],"label_agreement":null},{"id":"W2107222612","doi":"10.1682/jrrd.2009.05.0068","title":"Pressure profile similarities between tongue resistance training tasks and liquid swallows","year":2010,"lang":"en","type":"article","venue":"The Journal of Rehabilitation Research and Development","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Swallowing; Tongue; Dysphagia; Medicine; Bolus (digestion); Audiology; Orthodontics; Physical medicine and rehabilitation; Dentistry; Anatomy; Surgery; Pathology","score_opus":0.10285869594900454,"score_gpt":0.45170762242880513,"score_spread":0.3488489264798006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107222612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832721,0.0005098868,0.00035238708,0.010734966,0.00020116924,0.00085332117,0.0000051909647,0.000012871591,0.0040581026],"genre_scores_gemma":[0.97330195,0.00014094212,0.019513723,0.00009768863,0.0001716724,0.00006273822,0.0000037309921,0.000011934194,0.0066956216],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975336,0.00071546657,0.0005737694,0.00012589508,0.00067740545,0.00037385352],"domain_scores_gemma":[0.9950597,0.0037197776,0.0002116343,0.00015170462,0.00068782724,0.00016930513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010124553,0.000096946,0.00020818238,0.00019929501,0.0009977276,0.00003300941,0.00019373067,0.00008437762,0.00016695545],"category_scores_gemma":[0.0010165063,0.00006231124,0.000017423967,0.00014716062,0.0002776775,0.0002169697,0.0001747367,0.0011095762,0.000006965495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004272196,0.00035151158,0.26761976,0.004453607,0.0010364145,0.000019843552,0.4541087,0.000010541952,0.006138109,0.027304541,0.1597996,0.07488518],"study_design_scores_gemma":[0.0014104457,0.0009639428,0.39548424,0.00041572237,0.000036075864,0.0000021593378,0.076820165,0.000014005285,0.00016813514,0.0045041814,0.52001697,0.00016395874],"about_ca_topic_score_codex":0.000014985394,"about_ca_topic_score_gemma":0.00021232442,"teacher_disagreement_score":0.37728852,"about_ca_system_score_codex":0.000044450477,"about_ca_system_score_gemma":0.00060015614,"threshold_uncertainty_score":0.7673815},"labels":[],"label_agreement":null},{"id":"W2107797622","doi":"10.1109/tbme.2013.2243730","title":"Classification of Penetration--Aspiration Versus Healthy Swallows Using Dual-Axis Swallowing Accelerometry Signals in Dysphagic Subjects","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Airway; Accelerometer; Linear discriminant analysis; Physical medicine and rehabilitation; Computer science; Radiology; Artificial intelligence; Surgery","score_opus":0.0690590491758834,"score_gpt":0.3657884251077391,"score_spread":0.2967293759318557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107797622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69124186,0.000034604986,0.30496332,0.00038154135,0.0019319172,0.0010000636,0.0000064016604,0.000121272904,0.00031901782],"genre_scores_gemma":[0.99681836,0.000051934985,0.0024263181,0.00013152059,0.0001035735,0.00030795325,0.000022382386,0.000038543814,0.000099390396],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99748236,0.00013966051,0.00095147674,0.00034891578,0.00054504705,0.0005325408],"domain_scores_gemma":[0.9987346,0.0004987628,0.00019265934,0.000270899,0.0000934888,0.00020960053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000598389,0.0002312063,0.00033586397,0.00088512804,0.00022051849,0.000019002091,0.0001520431,0.00027797878,0.0008278224],"category_scores_gemma":[0.00004015703,0.00023682877,0.00008991024,0.0010400272,0.00004090991,0.00046972386,0.000004738031,0.00061881065,0.00012594477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038398124,0.0015280965,0.0010864269,0.0014476895,0.0004088358,0.000014717347,0.0019835131,0.09422478,0.86973864,0.0007305014,0.00037873883,0.028074097],"study_design_scores_gemma":[0.007974861,0.0012927812,0.068982616,0.00079042226,0.00016262296,0.0000014778715,0.002310652,0.91171545,0.0048445,0.00006200278,0.0010512988,0.00081134454],"about_ca_topic_score_codex":0.00041861497,"about_ca_topic_score_gemma":0.00008162602,"teacher_disagreement_score":0.86489415,"about_ca_system_score_codex":0.0004981068,"about_ca_system_score_gemma":0.00019757792,"threshold_uncertainty_score":0.9657597},"labels":[],"label_agreement":null},{"id":"W2108932712","doi":"10.1109/iembs.2006.260343","title":"A Radial Basis Function Classifier for Pediatric Aspiration Detection","year":2006,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Hospital for Sick Children; York University; University of Toronto","funders":"","keywords":"Accelerometer; Computer science; Artificial intelligence; Usability; Radial basis function; Dysphagia; Classifier (UML); Pattern recognition (psychology); False positive rate; Medicine; Surgery","score_opus":0.0454363326392926,"score_gpt":0.36557724917420253,"score_spread":0.32014091653490995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108932712","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09321031,0.000035200195,0.7697277,0.00067510124,0.0036341243,0.0022645856,0.0000050304907,0.000341032,0.13010691],"genre_scores_gemma":[0.9482841,0.000008962283,0.0011723709,0.0006945131,0.0025880414,0.0008464152,0.000062342,0.000019551182,0.046323705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990017,0.000084955806,0.0003069868,0.00019531714,0.00013982652,0.00027125518],"domain_scores_gemma":[0.9995027,0.000121507735,0.00012820888,0.00011880616,0.000094257084,0.000034485907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037459267,0.00009199948,0.00009627491,0.00014672616,0.0005326162,0.000014850279,0.00004129964,0.00012202317,0.0006902124],"category_scores_gemma":[0.000023197232,0.00008107578,0.000058403934,0.0001907729,0.0000057118673,0.00020691226,0.000020814314,0.00011722921,0.00025381058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006959726,0.00039491666,0.13823387,0.00078361697,0.00009792203,0.000001059644,0.00018812486,0.00018159515,0.0038492368,0.13586907,0.5871009,0.13260369],"study_design_scores_gemma":[0.0041166004,0.00064485986,0.32722688,0.000010331253,0.00040634576,1.5156319e-7,0.00060599216,0.007735164,0.0003034314,0.009454578,0.64914507,0.00035062063],"about_ca_topic_score_codex":0.00022182378,"about_ca_topic_score_gemma":0.0011156192,"teacher_disagreement_score":0.8550738,"about_ca_system_score_codex":0.00014071276,"about_ca_system_score_gemma":0.000057240028,"threshold_uncertainty_score":0.75573415},"labels":[],"label_agreement":null},{"id":"W2109875255","doi":"10.1186/1475-925x-8-25","title":"Extraction of average neck flexion angle during swallowing in neutral and chin-tuck positions","year":2009,"lang":"en","type":"article","venue":"BioMedical Engineering OnLine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Canada Research Chairs; Toronto Rehabilitation Institute; Ontario Centres of Excellence","keywords":"Chin; Swallowing; Sagittal plane; Orthodontics; Medicine; Anatomy; Dentistry","score_opus":0.014051421498539954,"score_gpt":0.35620921415857704,"score_spread":0.3421577926600371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109875255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99368036,0.00009301524,0.0037737365,0.0014977506,0.0003740131,0.00025968414,0.000014986661,0.00010412706,0.00020231653],"genre_scores_gemma":[0.995547,0.00008403464,0.0036923245,0.00011894076,0.00021208881,0.000009982347,0.000085467844,0.000011873172,0.00023831392],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989627,0.000030025316,0.00039205432,0.00016440699,0.00015478875,0.00029605156],"domain_scores_gemma":[0.9996307,0.000060807906,0.00006188612,0.00011049218,0.000016733746,0.00011939796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018729124,0.000112753514,0.00018818026,0.00025106306,0.000082528255,0.0000046803343,0.000067408764,0.0001148041,0.00004621629],"category_scores_gemma":[0.00004641036,0.000108847096,0.000033286407,0.0002573414,0.00001485356,0.00013697008,0.00004349925,0.00035224407,0.0000035915991],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063324335,0.005570644,0.017662419,0.004175968,0.00030655545,0.0005428601,0.004687577,0.015630515,0.89453435,0.025544535,0.0015449155,0.029166438],"study_design_scores_gemma":[0.0019678422,0.00018570619,0.96283937,0.0006772912,0.000025664043,0.000004643089,0.00016586897,0.029462447,0.00031294045,0.00013252186,0.004031187,0.00019454163],"about_ca_topic_score_codex":0.00004143554,"about_ca_topic_score_gemma":0.000010743682,"teacher_disagreement_score":0.9451769,"about_ca_system_score_codex":0.00009235173,"about_ca_system_score_gemma":0.000030576077,"threshold_uncertainty_score":0.44386557},"labels":[],"label_agreement":null},{"id":"W2110310292","doi":"10.1111/jtxs.12101","title":"The Blind Scientists and the Elephant of Swallowing: A Review of Instrumental Perspectives on Swallowing Physiology","year":2014,"lang":"en","type":"review","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institutes of Health","keywords":"Swallowing; Computer science; Medicine; Physical medicine and rehabilitation; Medical physics; Audiology; Dentistry","score_opus":0.08093689612497267,"score_gpt":0.5020986521238969,"score_spread":0.42116175599892425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110310292","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014198446,0.9938728,0.0000053182944,0.0015502933,0.0013981492,0.001387736,0.0000054044176,0.000003876057,0.0016344003],"genre_scores_gemma":[0.001717265,0.996891,0.00006691541,0.0002683575,0.00037042963,0.000053080614,0.0000014865152,0.00001919645,0.0006122555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955772,0.0015505605,0.001785762,0.00022587267,0.00055971096,0.00030088422],"domain_scores_gemma":[0.9934229,0.0020908979,0.0036194709,0.00033938003,0.0004802445,0.000047073958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005064197,0.00033081305,0.0029090913,0.00016902754,0.00067719875,0.000010398591,0.00055491657,0.0001127271,0.00001969848],"category_scores_gemma":[0.0011524877,0.00012905017,0.00078050257,0.00026378428,0.0006897291,0.00007198878,0.00050538365,0.0009796503,0.000004223392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045820573,0.0002764468,0.00003794739,0.33459997,0.013993973,0.000012113067,0.013230631,3.2261246e-7,0.000010957121,0.024024323,0.05174675,0.5616084],"study_design_scores_gemma":[0.0013361233,0.0002614106,0.00007013925,0.15973806,0.0023416912,0.000007132827,0.013197421,5.6248314e-7,4.497026e-7,0.00023796324,0.8226948,0.00011426645],"about_ca_topic_score_codex":0.0000033546346,"about_ca_topic_score_gemma":0.000007755314,"teacher_disagreement_score":0.77094805,"about_ca_system_score_codex":0.00015697519,"about_ca_system_score_gemma":0.00026105787,"threshold_uncertainty_score":0.5262513},"labels":[],"label_agreement":null},{"id":"W2110980738","doi":"10.3109/11038128.2012.674552","title":"Reliability of the Danish version of the McGill Ingestive Skills Assessment for observation-based measures during meals","year":2012,"lang":"en","type":"article","venue":"Scandinavian Journal of Occupational Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Herlev Hospital; Hospital Research Foundation; McGill University","keywords":"Danish; Occupational therapy; Reliability (semiconductor); Psychology; Occupational science; Gerontology; Clinical psychology; Applied psychology; Developmental psychology; Medicine; Psychiatry","score_opus":0.10771507059484678,"score_gpt":0.43251942644415403,"score_spread":0.3248043558493072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110980738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946754,0.00007487886,0.0012249488,0.0011076273,0.0013548684,0.0011024288,0.00016762488,0.0000050857366,0.00028713886],"genre_scores_gemma":[0.9964905,0.0000390094,0.0026551492,0.00035419295,0.00015571021,0.000039122086,0.0000064689716,0.0000135367745,0.00024636148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997523,0.00056526874,0.0008027858,0.00010076849,0.00076952646,0.00023864412],"domain_scores_gemma":[0.9962128,0.00073660887,0.001657441,0.0002721872,0.0010524343,0.000068527544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021515863,0.00012766525,0.00027349574,0.00007808809,0.0005865555,0.0000036790752,0.00037576733,0.000074791235,0.00010546794],"category_scores_gemma":[0.00032757467,0.00007056691,0.0002532552,0.00025373622,0.00008952973,0.00026750186,0.00005533884,0.0002667019,6.475958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007727271,0.00033429038,0.9899417,0.000114932474,0.00011540589,7.000094e-8,0.00047517914,0.0005075845,0.0045095165,0.0015050267,0.0011738661,0.00054971373],"study_design_scores_gemma":[0.0024707718,0.00013681012,0.9863287,0.00044664153,0.00005680591,3.5555436e-7,0.000349079,0.000037046066,0.005793317,0.0008794071,0.0034306478,0.00007042443],"about_ca_topic_score_codex":0.000024401374,"about_ca_topic_score_gemma":0.0000064509627,"teacher_disagreement_score":0.003612994,"about_ca_system_score_codex":0.0003800864,"about_ca_system_score_gemma":0.00038532433,"threshold_uncertainty_score":0.45113698},"labels":[],"label_agreement":null},{"id":"W2111150987","doi":"10.1016/j.medengphy.2010.04.008","title":"Vocalization removal for improved automatic segmentation of dual-axis swallowing accelerometry signals","year":2010,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Segmentation; Chin; Swallowing; Artificial intelligence; Accelerometer; Computer science; Computer vision; SIGNAL (programming language); Pattern recognition (psychology); Signal processing; Speech recognition; Digital signal processing; Medicine; Anatomy","score_opus":0.02181825091081891,"score_gpt":0.3638900585768664,"score_spread":0.3420718076660475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111150987","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3403921,0.000010092482,0.6563686,0.000346563,0.001536663,0.0008566499,0.000006887344,0.00018879317,0.00029363087],"genre_scores_gemma":[0.9704148,0.000011067599,0.02777465,0.00032394877,0.00068118644,0.00025319876,0.0001360809,0.00005246399,0.00035257835],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986119,0.000032918855,0.0004969429,0.0001723753,0.00037488944,0.0003109533],"domain_scores_gemma":[0.9990088,0.00041673367,0.00016232594,0.00018782397,0.00009604488,0.00012830368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074922154,0.00013559463,0.00025479688,0.00007327145,0.0001100199,0.000007651131,0.00013722219,0.00015332687,0.0003060222],"category_scores_gemma":[0.0005529696,0.00012765067,0.000075772485,0.00025910785,0.000020553765,0.0001547052,0.000077800025,0.00035695682,0.000012160554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003020712,0.00040418783,0.00082620874,0.0042000073,0.0004202896,0.0000066967705,0.001953591,0.0022396664,0.8381765,0.025520463,0.004048398,0.12217382],"study_design_scores_gemma":[0.0020246818,0.0001087672,0.0019304778,0.00034595182,0.00012421886,6.391946e-7,0.00024815864,0.97771734,0.010419104,0.00090857554,0.005898858,0.00027325677],"about_ca_topic_score_codex":0.00001482819,"about_ca_topic_score_gemma":0.000003835205,"teacher_disagreement_score":0.97547764,"about_ca_system_score_codex":0.000050129947,"about_ca_system_score_gemma":0.000119115146,"threshold_uncertainty_score":0.5205443},"labels":[],"label_agreement":null},{"id":"W2111231439","doi":"10.1016/j.ejcts.2003.12.034","title":"Functional assessment of the cervical esophagus after gastric transposition and cervical esophagogastrostomy","year":2004,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Esophagus; Esophageal stricture; Surgery; Balloon","score_opus":0.0327256666729356,"score_gpt":0.33691803334638554,"score_spread":0.30419236667344995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111231439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96083355,0.0021691383,0.026148923,0.003869721,0.0029806762,0.00045071007,0.000029677578,0.000034541437,0.0034830417],"genre_scores_gemma":[0.9967749,0.000140059,0.0015044988,0.00063362037,0.0007071206,0.000011301283,0.000006975095,0.000042880944,0.00017861076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99425924,0.0029961322,0.0012052008,0.00022299691,0.0008835782,0.00043282993],"domain_scores_gemma":[0.9979714,0.00040929613,0.0007399352,0.000296861,0.0003422326,0.0002402385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005164033,0.00022977378,0.0005553803,0.00027552096,0.00030005927,0.000023985775,0.00020239256,0.00006164548,0.0002966543],"category_scores_gemma":[0.00006434934,0.00016197858,0.0005107914,0.00037438687,0.00012412207,0.00027591016,0.00013961107,0.00081548764,0.000020670637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009386906,0.00030242934,0.9738257,0.00050160935,0.00064178574,0.0011383716,0.00063340936,0.0011313393,0.00033725,0.00075482443,0.0030732758,0.016721327],"study_design_scores_gemma":[0.0007473542,0.00011507072,0.9954573,0.00038367984,0.00030969654,0.00015479105,0.00036003877,0.000009846538,0.0000884942,0.00011087473,0.0021374202,0.00012541213],"about_ca_topic_score_codex":0.0000037029297,"about_ca_topic_score_gemma":0.000001861501,"teacher_disagreement_score":0.035941362,"about_ca_system_score_codex":0.00023704089,"about_ca_system_score_gemma":0.00042843376,"threshold_uncertainty_score":0.66052943},"labels":[],"label_agreement":null},{"id":"W2113833918","doi":"10.3109/09638288.2011.553706","title":"Measuring elderly dysphagic patients' performance in eating – a review","year":2011,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Herlev Hospital; Hospital Research Foundation","keywords":"Reliability (semiconductor); Psychology; Psychometrics; Clinical psychology; Inclusion (mineral); Inter-rater reliability; Rating scale; Developmental psychology","score_opus":0.09540918989260092,"score_gpt":0.4087232912307358,"score_spread":0.31331410133813486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113833918","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025811216,0.98416984,0.000005779556,0.00012242937,0.00043139845,0.0066370284,0.000012774969,0.000069706264,0.0059699183],"genre_scores_gemma":[0.001161846,0.99575233,0.0004343579,0.000086501146,0.00005644778,0.0020756712,0.00014985999,0.000038871785,0.0002441371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522376,0.0016341722,0.0017100935,0.00068745844,0.00026342584,0.00048106743],"domain_scores_gemma":[0.9970371,0.0015690243,0.0006154037,0.0005479783,0.00012915532,0.0001013166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028217,0.00040647885,0.001460098,0.00012853146,0.00033962692,0.000010977688,0.00020525274,0.00030834143,0.00023663076],"category_scores_gemma":[0.001016681,0.0003186675,0.00023169564,0.00045251942,0.00025132397,0.0003457604,0.00019264079,0.00082479714,0.00011541051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005464589,0.00016403191,0.07117686,0.2893495,0.000022569086,1.03156836e-7,0.000694663,6.22097e-8,2.0090822e-9,0.00047592894,0.0001328971,0.6379779],"study_design_scores_gemma":[0.00043341628,0.00029155106,0.07347923,0.15649119,0.00035619733,1.4364075e-7,0.000312262,0.0000057335806,2.2272004e-9,0.00021439324,0.7680617,0.00035418393],"about_ca_topic_score_codex":0.000102462305,"about_ca_topic_score_gemma":0.00013217938,"teacher_disagreement_score":0.7679288,"about_ca_system_score_codex":0.00053981633,"about_ca_system_score_gemma":0.00015356508,"threshold_uncertainty_score":0.99992657},"labels":[],"label_agreement":null},{"id":"W2114698236","doi":"10.1111/j.1460-6984.2011.00082.x","title":"Tongue–pressure and hyoid movement timing in healthy liquid swallowing","year":2011,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Tongue; Swallowing; Hyoid bone; Excursion; Medicine; Anatomy; Soft palate; Orthodontics; Dentistry; Surgery; Pathology","score_opus":0.04619856407338253,"score_gpt":0.4122629814462917,"score_spread":0.3660644173729092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114698236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441004,0.0059443973,0.0013694925,0.0078097708,0.0008641997,0.00047359918,0.00000542729,0.000031354823,0.039401364],"genre_scores_gemma":[0.99279505,0.0021498858,0.0025096713,0.0020664865,0.00005379581,0.000022017068,0.000011326836,0.0000138038795,0.0003779436],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984494,0.0003032026,0.00064824085,0.00010036734,0.00031930435,0.00017952795],"domain_scores_gemma":[0.9988664,0.00017146356,0.00048972055,0.00024236286,0.0001645664,0.00006549035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009428852,0.000098938326,0.0001645444,0.00027840797,0.00012207383,0.000014824431,0.00061461574,0.000057000274,0.0005738195],"category_scores_gemma":[0.00010184801,0.00009219541,0.00005180058,0.000086026484,0.00003637005,0.00034747255,0.0003166586,0.00044097027,0.000010621231],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048840716,0.0029217738,0.35156363,0.00037995953,0.0023751813,0.00013522111,0.4699563,0.00038334337,0.002044878,0.051769234,0.0066020587,0.10698434],"study_design_scores_gemma":[0.01923768,0.0017745057,0.48799866,0.0028021887,0.0003862496,0.000016784645,0.34285888,0.0024788554,0.0002922796,0.009467345,0.13157631,0.0011102468],"about_ca_topic_score_codex":0.00088422745,"about_ca_topic_score_gemma":0.0012806267,"teacher_disagreement_score":0.13643503,"about_ca_system_score_codex":0.00009756376,"about_ca_system_score_gemma":0.000077968325,"threshold_uncertainty_score":0.6282921},"labels":[],"label_agreement":null},{"id":"W2116187155","doi":"10.1164/rccm.200607-927oc","title":"Fluid Shift by Lower Body Positive Pressure Increases Pharyngeal Resistance in Healthy Subjects","year":2006,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Supine position; Pharynx; Obstructive sleep apnea; Anesthesia; Positive pressure; Surgery","score_opus":0.013203619523757173,"score_gpt":0.36914529817892294,"score_spread":0.3559416786551658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116187155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93907434,0.036692858,0.00038177785,0.011362207,0.0005503007,0.00044055635,0.0000505339,0.000033101285,0.011414333],"genre_scores_gemma":[0.9897542,0.0001350588,0.0001076957,0.00915755,0.0006889472,0.000017446966,0.000008691409,0.000019872658,0.00011051767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969756,0.0009217808,0.00084617216,0.00024985193,0.00051313447,0.00049343845],"domain_scores_gemma":[0.9977694,0.0011069226,0.00030405654,0.00016008868,0.00033472173,0.00032479278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000910395,0.00019966849,0.00063544186,0.00019800027,0.00025247995,0.000009299985,0.0001594647,0.00006945119,0.00014118117],"category_scores_gemma":[0.00039184382,0.00015364471,0.000050833158,0.0002976328,0.0006862173,0.00020719333,0.00005603793,0.00068078935,0.0000030690792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016201742,0.001446415,0.5628169,0.0028744503,0.00029552856,0.0030944953,0.007195583,0.0000037588113,0.002562569,0.056378756,0.33658317,0.010546611],"study_design_scores_gemma":[0.010652345,0.021236556,0.531825,0.0031598068,0.0007185803,0.00001616544,0.032628004,0.0000069584053,0.000105973886,0.0017050781,0.39726862,0.0006768869],"about_ca_topic_score_codex":0.0007349673,"about_ca_topic_score_gemma":0.0004495752,"teacher_disagreement_score":0.060685474,"about_ca_system_score_codex":0.00011518981,"about_ca_system_score_gemma":0.00027700083,"threshold_uncertainty_score":0.62654495},"labels":[],"label_agreement":null},{"id":"W2116862089","doi":"10.1111/1348-0421.12157","title":"Detection and identification of oral anaerobes in intraoperative bronchial fluids of patients with pulmonary carcinoma","year":2014,"lang":"en","type":"article","venue":"Microbiology and Immunology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"Japan Society for the Promotion of Science","keywords":"Cough reflex; Aspiration pneumonia; Swallowing; Reflex; Medicine; Pneumonia; Pulmonary aspiration; Respiratory tract; Anesthesia; Gastroenterology; Pathology; Respiratory system; Internal medicine; Surgery","score_opus":0.007439914692406431,"score_gpt":0.27114767754084945,"score_spread":0.263707762848443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116862089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984949,0.00017374312,0.0005885347,0.00006627081,0.00017593992,0.0003321397,0.000009993638,0.000005771125,0.00015266277],"genre_scores_gemma":[0.9996441,0.00004780981,0.00009132615,0.000039049515,0.000006421881,0.000024234727,0.000054711105,0.0000045146226,0.00008780876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898726,0.00038084664,0.00031565098,0.000156545,0.000013761267,0.0001459244],"domain_scores_gemma":[0.99960774,0.00006757406,0.00015372153,0.00009418817,0.00006731555,0.000009479017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023766869,0.000076238044,0.00021319534,0.00011887732,0.00009009902,0.0000010222209,0.000047781814,0.00013880304,0.000020974518],"category_scores_gemma":[0.000019688085,0.000060350183,0.000008253306,0.00006889955,0.0002510871,0.00006224746,0.00007434858,0.00013093017,0.0000015244158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031981163,0.00007099792,0.56470263,0.000050216924,0.000040136965,1.6782548e-7,0.0005708498,6.787618e-7,0.42806056,0.00083793467,0.000011773748,0.0053342297],"study_design_scores_gemma":[0.0013247554,0.0005382611,0.98671067,0.000016967864,0.000021041928,8.5299644e-7,0.00046758348,0.000041326144,0.010169551,0.00009564538,0.000554475,0.000058887632],"about_ca_topic_score_codex":0.00016623881,"about_ca_topic_score_gemma":0.00038125203,"teacher_disagreement_score":0.422008,"about_ca_system_score_codex":0.000018870523,"about_ca_system_score_gemma":0.0000176896,"threshold_uncertainty_score":0.2461009},"labels":[],"label_agreement":null},{"id":"W2117126441","doi":"10.1016/j.neuroscience.2008.02.079","title":"Functional MRI of oropharyngeal air-pulse stimulation","year":2008,"lang":"en","type":"article","venue":"Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Somatosensory system; Neuroscience; Functional magnetic resonance imaging; Motor cortex; Thalamus; Swallowing; Supplementary motor area; Stimulation; Insula; Primary motor cortex; Psychology; Tongue; Magnetoencephalography; Insular cortex; Medicine; Electroencephalography; Pathology","score_opus":0.09714808632112128,"score_gpt":0.3943824938288099,"score_spread":0.29723440750768865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117126441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508366,0.000014810486,0.015038385,0.0009808491,0.002919857,0.00052923773,0.00000705285,0.00009641763,0.029576775],"genre_scores_gemma":[0.9872454,0.000032176486,0.00034350136,0.001622785,0.00007891187,0.00002203947,0.000004270673,0.000006240105,0.010644694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988565,0.00008908175,0.00023622994,0.00021482521,0.00037682618,0.00022656609],"domain_scores_gemma":[0.99947625,0.00008995794,0.00012024872,0.0001750234,0.000077064135,0.00006143189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019359366,0.00006774618,0.000101181744,0.000076945755,0.0005077084,0.0000017563195,0.00013642188,0.000032502747,0.00043627957],"category_scores_gemma":[0.000071323,0.00005959066,0.000027026425,0.00028806107,0.00011495651,0.00022967656,0.00010385707,0.0001460041,0.00010993287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012664887,0.0003643226,0.8309362,0.00014197188,0.0000058692513,0.000039908147,0.0009882557,0.0068068835,0.042859215,0.015497753,0.10033945,0.0018935221],"study_design_scores_gemma":[0.00041430074,0.00008123098,0.97861725,0.000009628069,0.000005528801,0.0000012482795,0.000040557552,0.0035000858,0.00017647019,0.00010222066,0.016994974,0.000056519246],"about_ca_topic_score_codex":0.00003073236,"about_ca_topic_score_gemma":0.0000044699514,"teacher_disagreement_score":0.14768103,"about_ca_system_score_codex":0.000032927877,"about_ca_system_score_gemma":0.0001386232,"threshold_uncertainty_score":0.47769555},"labels":[],"label_agreement":null},{"id":"W2117536425","doi":"10.1016/j.ijrobp.2012.07.1272","title":"Dosimetric Predictors of Long-term Dysphagia in Oropharyngeal Cancer After IMRT in a Population-based Cohort","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Esophagus; Head and neck cancer; Stage (stratigraphy); Population; Radiation therapy; Cohort; Esophageal cancer; Cancer; Larynx; Internal medicine; Surgery; Radiology","score_opus":0.02447059025042863,"score_gpt":0.4058454558409764,"score_spread":0.3813748655905478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117536425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98989606,0.0007981013,0.0016264765,0.0006597431,0.005842388,0.0006042474,0.000054816555,0.000015619979,0.0005025392],"genre_scores_gemma":[0.9965986,0.00041439873,0.00035033326,0.00075319404,0.0015328269,0.00013490191,0.00011539629,0.000025596017,0.00007476256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970129,0.00061041553,0.001395718,0.00018870966,0.0003746614,0.00041757606],"domain_scores_gemma":[0.9971718,0.00066096993,0.00151122,0.00013797541,0.0003947633,0.00012326603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013728316,0.00019405411,0.00055774057,0.000688644,0.00005032884,0.0000069275575,0.00037122995,0.0002802374,0.00051933934],"category_scores_gemma":[0.00019382936,0.00017655117,0.0001297498,0.00049133354,0.00006550445,0.0005187258,0.000087653934,0.0006651612,0.000020770154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036211804,0.0005693036,0.98574513,0.000035834135,0.00029335055,0.000016244872,0.00045536296,0.00045931392,0.00011040252,0.0010732391,0.00033206263,0.0105476305],"study_design_scores_gemma":[0.004179154,0.0001773391,0.9936327,0.00012948451,0.00009270286,0.0000015983452,0.000040425934,0.0005350018,0.00008412264,0.00032733046,0.0006657739,0.00013436795],"about_ca_topic_score_codex":0.0004178009,"about_ca_topic_score_gemma":0.00022857034,"teacher_disagreement_score":0.010413262,"about_ca_system_score_codex":0.0019777345,"about_ca_system_score_gemma":0.0006372281,"threshold_uncertainty_score":0.7199548},"labels":[],"label_agreement":null},{"id":"W2117788387","doi":"10.1097/01376517-200408000-00006","title":"Practice on an Acute Stroke Unit After Implementation of a Decision-Making Algorithm for Dietary Management of Dysphagia","year":2004,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"","keywords":"Dysphagia; Unit (ring theory); Stroke (engine); Algorithm; Acute stroke; Medicine; Computer science; Psychology; Nursing; Surgery","score_opus":0.060982950974273656,"score_gpt":0.5111607239368167,"score_spread":0.450177772962543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117788387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67254174,0.000068600246,0.32066563,0.0015039097,0.0031492142,0.0012385527,0.00003666935,0.000014332431,0.0007813739],"genre_scores_gemma":[0.87102294,0.00008866067,0.1279691,0.0007621693,0.00007677139,0.000016774757,0.000001008773,0.000016001626,0.00004656045],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975691,0.00015376066,0.0009274626,0.00021255514,0.0007846329,0.00035251374],"domain_scores_gemma":[0.997675,0.00025646572,0.001392814,0.00021509436,0.0003608466,0.0000997942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234211,0.00013435911,0.0002655809,0.0003406802,0.0002730776,0.000021722923,0.00031983812,0.00004212551,0.000017843286],"category_scores_gemma":[0.00006022098,0.00011451414,0.000100155026,0.00034761487,0.000080984086,0.0010863855,0.00005776147,0.00025739495,0.0000010582603],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001607899,0.0015139761,0.0013389617,0.00025090182,0.00017369354,0.0002844211,0.005257564,0.0013887649,0.012422944,0.002696015,0.00032165545,0.9727432],"study_design_scores_gemma":[0.022201154,0.028525276,0.70966804,0.018868601,0.004176312,0.00018891085,0.17710485,0.00770383,0.0058899056,0.01837933,0.0061927764,0.0011009974],"about_ca_topic_score_codex":0.000007296475,"about_ca_topic_score_gemma":0.0000036424472,"teacher_disagreement_score":0.9716422,"about_ca_system_score_codex":0.00019782656,"about_ca_system_score_gemma":0.0001822593,"threshold_uncertainty_score":0.46697512},"labels":[],"label_agreement":null},{"id":"W2118577904","doi":"10.2147/cia.s3825","title":"Improvements in tongue strength and pressure-generation precision following a tongue-pressure training protocol in older individuals with dysphagia: Three case reports","year":2008,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Dysphagia; Medicine; Swallowing; Tongue; Isometric exercise; Sarcopenia; Physical medicine and rehabilitation; Physical therapy; Bolus (digestion); Stroke (engine); Surgery; Internal medicine; Pathology","score_opus":0.18706804943252173,"score_gpt":0.5086125410765571,"score_spread":0.3215444916440353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118577904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95471585,0.00016818606,0.0023230135,0.00024732755,0.0007132185,0.04064041,0.000008674897,0.0000727811,0.0011105319],"genre_scores_gemma":[0.95751995,0.0000120406785,0.0030914128,0.00013654168,0.000125509,0.03758322,0.000036648184,0.000039092796,0.0014555964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99446994,0.0008879754,0.0027806594,0.00085731084,0.00037980176,0.00062429375],"domain_scores_gemma":[0.9980171,0.00054002664,0.0007197082,0.00050903525,0.00007625424,0.00013790467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050102244,0.0002928087,0.0006500009,0.0005162737,0.00038121603,0.000048793892,0.00016099442,0.0002744728,0.00020284342],"category_scores_gemma":[0.00066381367,0.00026084075,0.000184249,0.0005166938,0.00007481102,0.0006249415,0.00043809693,0.0012471648,0.0000037216478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005112445,0.0011095131,0.97128826,0.00052918715,0.00021862287,0.0043433537,0.0055733323,0.0003771981,0.000014209424,0.00012678282,0.00049492007,0.015873516],"study_design_scores_gemma":[0.01711628,0.0007220453,0.94009763,0.010795968,0.00034245715,0.00018540557,0.00799506,0.015543903,0.000030593244,0.00079567096,0.00558375,0.0007912549],"about_ca_topic_score_codex":0.00077414984,"about_ca_topic_score_gemma":0.012667383,"teacher_disagreement_score":0.031190628,"about_ca_system_score_codex":0.00010640233,"about_ca_system_score_gemma":0.00017303134,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2118742803","doi":"10.4236/ojtr.2015.34018","title":"Effects of a Free Water Protocol on Inpatients in a Neuro-Rehabilitation Setting","year":2015,"lang":"en","type":"article","venue":"Open Journal of Therapy and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Niagara; Riverview Hospital; University of Manitoba","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Rehabilitation; Stroke (engine); Protocol (science); Aspiration pneumonia; Physical therapy; Incidence (geometry); Pneumonia; Surgery; Internal medicine","score_opus":0.03729446835391721,"score_gpt":0.42160911109835186,"score_spread":0.38431464274443466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118742803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95208323,0.000010549894,0.000065492386,0.004577963,0.00028675832,0.04205735,8.044617e-7,0.000004015959,0.00091385806],"genre_scores_gemma":[0.9772118,0.0000067716624,0.008831824,0.0005318787,0.00006543788,0.013151762,0.0000021261212,0.000019745454,0.00017867974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756175,0.0011442445,0.0007305931,0.0001240705,0.00028265998,0.0001566692],"domain_scores_gemma":[0.9972874,0.0017557015,0.0004613927,0.00014456721,0.00028186582,0.00006907146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002951876,0.00009616139,0.0002531545,0.00022503536,0.000084261024,0.00001731829,0.00021671313,0.000060357946,0.000020066575],"category_scores_gemma":[0.0011497138,0.00005943189,0.000044716864,0.00011609964,0.00004263473,0.00047829142,0.0001061731,0.00023162259,0.0000032430535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0213122,0.004203349,0.575404,0.004230922,0.00021971813,0.000015971895,0.22684957,0.0006083674,0.014613203,0.004912666,0.025408337,0.12222168],"study_design_scores_gemma":[0.053343777,0.031735025,0.8090749,0.0032892746,0.000040063824,0.0000013682466,0.015897144,0.0002742422,0.0016117657,0.04678526,0.03762829,0.00031892522],"about_ca_topic_score_codex":0.000047429257,"about_ca_topic_score_gemma":0.000014386534,"teacher_disagreement_score":0.23367086,"about_ca_system_score_codex":0.000096423995,"about_ca_system_score_gemma":0.00008972428,"threshold_uncertainty_score":0.24235621},"labels":[],"label_agreement":null},{"id":"W2120530887","doi":"10.1007/s00455-014-9578-x","title":"The Influence of Food Texture and Liquid Consistency Modification on Swallowing Physiology and Function: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":600,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunny Hill Health Centre for Children; University of British Columbia; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Terminology; Dysphagia; Systematic review; Physical medicine and rehabilitation; Dentistry; MEDLINE; Surgery; Biology","score_opus":0.05202647406478707,"score_gpt":0.39923082866221593,"score_spread":0.3472043545974289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120530887","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007884883,0.99258703,0.00004189659,0.00019472867,0.0003676312,0.0056661842,0.000011531652,0.000043172142,0.0010090029],"genre_scores_gemma":[0.0017933302,0.9944785,0.00001640771,0.0010666314,0.000066624554,0.0017546578,0.00004145562,0.0000341281,0.0007482318],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961677,0.0013775596,0.0014380697,0.00044658573,0.00024626392,0.00032379414],"domain_scores_gemma":[0.9960305,0.0014424094,0.0014935697,0.0007894691,0.00015999848,0.000084046136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015647203,0.00038071495,0.002170097,0.00008823615,0.0005858388,0.000014982031,0.00027393023,0.00029068385,0.00002099067],"category_scores_gemma":[0.00049560354,0.00021862423,0.00016158141,0.00021278535,0.00012568387,0.00007440243,0.00019151493,0.00060439605,0.000079843056],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011804599,0.000015374255,8.958594e-7,0.9717461,0.0004564159,5.380279e-7,0.000076128345,2.634818e-7,0.0000018173156,0.01748474,0.00064338633,0.009562523],"study_design_scores_gemma":[0.00021797912,0.0004207664,0.000056623965,0.5373069,0.0042911344,0.0000036849551,0.00007199617,0.000006917474,1.3129352e-7,0.0001592687,0.4572321,0.00023249332],"about_ca_topic_score_codex":0.0000044723492,"about_ca_topic_score_gemma":0.0000042781667,"teacher_disagreement_score":0.4565887,"about_ca_system_score_codex":0.0000655214,"about_ca_system_score_gemma":0.00016841713,"threshold_uncertainty_score":0.8915238},"labels":[],"label_agreement":null},{"id":"W2122625874","doi":"10.1007/s00455-014-9561-6","title":"Variations in Tongue-Palate Swallowing Pressures When Swallowing Xanthan Gum-Thickened Liquids","year":2014,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Swallowing; Dysphagia; Tongue; Medicine; Xanthan gum; Orthodontics; Audiology; Dentistry; Surgery; Materials science; Rheology; Pathology; Composite material","score_opus":0.026277354960116954,"score_gpt":0.3644109666916512,"score_spread":0.3381336117315342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122625874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5432877,0.0004605083,0.043235425,0.0107949935,0.009708363,0.0047140135,0.00002888049,0.0013794801,0.38639066],"genre_scores_gemma":[0.9713674,0.000041862706,0.0043968875,0.0025194462,0.00045008524,0.0004172725,0.000082992134,0.000080951526,0.020643068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956408,0.00093397463,0.0010312798,0.00066658383,0.00057121494,0.001156151],"domain_scores_gemma":[0.9978602,0.0007218308,0.00027632568,0.0007647988,0.00013563265,0.00024120018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025567256,0.00038204945,0.000555067,0.00037780107,0.0007964259,0.00006884454,0.00058488833,0.00034773722,0.0018338728],"category_scores_gemma":[0.00045188205,0.0003749565,0.00013672901,0.000407537,0.000050589395,0.00057775597,0.00044791555,0.000903438,0.00089618145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028217572,0.0007842125,0.6622495,0.0012426871,0.0011334106,0.00014289911,0.033314392,0.0010862601,0.0061600604,0.22085689,0.061184928,0.01156257],"study_design_scores_gemma":[0.006675686,0.00030108704,0.55354315,0.0010817925,0.0004702369,0.0000016536991,0.0021827416,0.023667764,0.00031047742,0.015380081,0.39495543,0.0014298897],"about_ca_topic_score_codex":0.000966324,"about_ca_topic_score_gemma":0.0009393595,"teacher_disagreement_score":0.42807975,"about_ca_system_score_codex":0.00022653125,"about_ca_system_score_gemma":0.00019292023,"threshold_uncertainty_score":0.99988174},"labels":[],"label_agreement":null},{"id":"W2122954420","doi":"10.1109/iembs.2005.1616114","title":"Assessment of Swallowing Sounds' Stages with Hidden Markov Model","year":2005,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Hidden Markov model; Robustness (evolution); Computer science; Audiology; Speech recognition; Medicine; Surgery","score_opus":0.036837323979778534,"score_gpt":0.412036809919089,"score_spread":0.37519948593931046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122954420","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1941761,0.000024352956,0.084298074,0.0023788428,0.00013141021,0.00090190466,0.0000059375857,0.00016472269,0.71791863],"genre_scores_gemma":[0.7559129,0.00002588351,0.14949663,0.0009003585,0.000070717324,0.00009666106,0.000010786153,0.000022401611,0.0934637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983552,0.00010300624,0.00043534473,0.00024635604,0.0004288486,0.00043121117],"domain_scores_gemma":[0.9991434,0.00012381106,0.00017806166,0.00035749807,0.00010429674,0.00009292351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005916127,0.00015874335,0.00026419814,0.0001104483,0.00024746943,0.000011116295,0.00019980322,0.000072844734,0.0018459999],"category_scores_gemma":[0.0000075718326,0.00011428468,0.000049894134,0.0001294928,0.000030717205,0.00028136923,0.00018122945,0.0002672096,0.00005736447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011228801,0.0007900604,0.61971855,0.00089600764,0.0007771473,0.000011747648,0.0027485257,0.0042818096,0.0018680702,0.24867137,0.08828542,0.031839],"study_design_scores_gemma":[0.011768625,0.000797989,0.4705969,0.00084753445,0.0006870862,0.0000011457822,0.021247726,0.41141072,0.00046874813,0.0026945726,0.07783779,0.0016411575],"about_ca_topic_score_codex":0.00007794345,"about_ca_topic_score_gemma":0.00027222978,"teacher_disagreement_score":0.624455,"about_ca_system_score_codex":0.00018370664,"about_ca_system_score_gemma":0.0002968785,"threshold_uncertainty_score":0.9990665},"labels":[],"label_agreement":null},{"id":"W2124069903","doi":"10.1109/iembs.2002.1134449","title":"Testing the stationarity and normality of paediatric aspiration signals","year":2003,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Hospital for Sick Children","keywords":"Normality; Kurtosis; Autocorrelation; Normal distribution; Amplitude; Skewness; Variance (accounting); Mathematics; Statistics; Computer science; Physics","score_opus":0.11510108275175049,"score_gpt":0.4130820853619062,"score_spread":0.2979810026101557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124069903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6886051,0.00011701751,0.014526054,0.0010255353,0.00021788843,0.0010496061,0.000004674835,0.00005158714,0.2944025],"genre_scores_gemma":[0.99495363,0.0000065822046,0.0031769576,0.00060532393,0.000024096684,0.0000341497,0.0000030288343,0.000002977254,0.0011932487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991159,0.00032206872,0.00024136917,0.000077964985,0.00012462925,0.00011806749],"domain_scores_gemma":[0.998903,0.0007327338,0.0001338496,0.00009214419,0.00011533932,0.00002292887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312217,0.000043191892,0.00006658885,0.000025885889,0.0002942377,0.000004794456,0.000036445486,0.000027197499,0.00036316583],"category_scores_gemma":[0.0003427864,0.00002722182,0.00000957554,0.00016421125,0.00001919518,0.0000985143,0.00003293648,0.000092722956,0.000012972874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038577186,0.000043665,0.8100264,0.00014319445,0.000018380584,2.3529331e-7,0.00062278734,0.000039737337,0.00038085878,0.17955689,0.003792888,0.0053710947],"study_design_scores_gemma":[0.00044405536,0.000066080276,0.9768546,0.000010932662,0.000038161244,1.0882708e-7,0.0026726606,0.00070719916,0.00008919072,0.009939675,0.009107782,0.00006954659],"about_ca_topic_score_codex":0.00015060582,"about_ca_topic_score_gemma":0.00004989868,"teacher_disagreement_score":0.30634853,"about_ca_system_score_codex":0.000015883588,"about_ca_system_score_gemma":0.00007515158,"threshold_uncertainty_score":0.39764112},"labels":[],"label_agreement":null},{"id":"W2126321790","doi":"10.5014/ajot.60.4.409","title":"Psychometric Testing of the McGill Ingestive Skills Assessment","year":2006,"lang":"en","type":"article","venue":"American Journal of Occupational Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Inter-rater reliability; Intraclass correlation; Reliability (semiconductor); Psychology; Intra-rater reliability; Psychometrics; Test (biology); Clinical psychology; Functional Independence Measure; Physical therapy; Rating scale; Activities of daily living; Medicine; Psychiatry; Developmental psychology","score_opus":0.08645741699635094,"score_gpt":0.4619545149825606,"score_spread":0.37549709798620967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126321790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705804,0.000077520555,0.002003122,0.00096254837,0.0006805461,0.00035664457,0.000036062112,0.0000114373515,0.008814056],"genre_scores_gemma":[0.9858125,0.00006920894,0.012272405,0.001072478,0.00025742713,0.000014609376,0.0000027459798,0.000015480455,0.00048317536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978645,0.00035473506,0.0007976881,0.000110835244,0.0006520146,0.00022022256],"domain_scores_gemma":[0.99598897,0.0009804633,0.0021160797,0.0001692901,0.00069704617,0.000048139394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009133548,0.00012396228,0.00030215748,0.00028959106,0.00030999279,0.0000044304797,0.00031049357,0.000028171778,0.00012978897],"category_scores_gemma":[0.00013521161,0.00007737489,0.0001230579,0.0013421798,0.00013456069,0.00013136603,0.00004695278,0.0003555422,0.0000046175433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013404415,0.000334045,0.93779933,0.000008714193,0.00012727437,9.5282394e-7,0.000087048466,0.00033224234,0.0006347127,0.0027974255,0.0036552635,0.05408895],"study_design_scores_gemma":[0.00097632525,0.0004471596,0.97743136,0.00009555465,0.000022540573,0.0000026272876,0.0003572845,0.000029659785,0.000085178675,0.001272905,0.019200312,0.00007908076],"about_ca_topic_score_codex":0.00018733699,"about_ca_topic_score_gemma":0.0000071200297,"teacher_disagreement_score":0.05400987,"about_ca_system_score_codex":0.00018475502,"about_ca_system_score_gemma":0.000337022,"threshold_uncertainty_score":0.31552565},"labels":[],"label_agreement":null},{"id":"W2126434737","doi":"10.1152/ajpgi.00291.2003","title":"Calcium source diversity in feline lower esophageal sphincter circular and sling muscle","year":2004,"lang":"en","type":"article","venue":"American Journal of Physiology-Gastrointestinal and Liver Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Esophageal sphincter; Sling (weapon); Medicine; Smooth muscle; Anatomy; Internal medicine; Surgery; Reflux","score_opus":0.02444399839017701,"score_gpt":0.3099417610752097,"score_spread":0.2854977626850327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126434737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683154,0.0001515571,0.0018630534,0.00064617634,0.00021405418,0.00019130827,0.000003942717,0.000019472533,0.000078911624],"genre_scores_gemma":[0.9947685,0.00010477283,0.0034496346,0.0011912904,0.00039087096,0.000004965396,0.000005400044,0.000017057073,0.00006753583],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99797946,0.0003881875,0.0005564213,0.0003558835,0.00014507877,0.0005749515],"domain_scores_gemma":[0.99856895,0.00028172703,0.0006331002,0.0001586509,0.00015742016,0.0002001648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042170877,0.00025007472,0.00067381805,0.00019285707,0.00037976855,0.0000061115065,0.00022280848,0.00005439395,0.00009803128],"category_scores_gemma":[0.00006957811,0.00020465707,0.00010009379,0.00018099627,0.00063644507,0.00018673467,0.0006716933,0.00084179675,0.000016147895],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029169219,0.001257914,0.180339,0.00051675463,0.00038495596,0.0005803861,0.0065111252,0.0025292588,0.7900769,0.002892816,0.00067370967,0.011320248],"study_design_scores_gemma":[0.0022924617,0.0021578746,0.9894083,0.00023712682,0.0000735115,0.00011992659,0.0025871817,0.00019833427,0.000030643765,0.0022933232,0.00041171882,0.00018956953],"about_ca_topic_score_codex":0.000833674,"about_ca_topic_score_gemma":0.00002551314,"teacher_disagreement_score":0.80906934,"about_ca_system_score_codex":0.00010487575,"about_ca_system_score_gemma":0.00010555194,"threshold_uncertainty_score":0.8345673},"labels":[],"label_agreement":null},{"id":"W2127552164","doi":"10.1016/j.gie.2011.05.045","title":"Flexible endoscopic septoplasty for bilobed Zenker's diverticulum","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Choking; Zenker's diverticulum; Septoplasty; Dysphagia; Surgery; Diverticulum (mollusc); Regurgitation (circulation); Anatomy; Nose","score_opus":0.08267298068767252,"score_gpt":0.3741811984170077,"score_spread":0.29150821772933516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127552164","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1209632,0.00008072246,0.6332378,0.0008378,0.003544556,0.005907375,0.000119890254,0.0014864958,0.23382217],"genre_scores_gemma":[0.42196643,0.00001600287,0.54668164,0.001423479,0.00056097226,0.0016550188,0.00009657039,0.00011596928,0.027483923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719703,0.00021983858,0.000619452,0.00052051264,0.0002801337,0.0011630243],"domain_scores_gemma":[0.99825424,0.0005128231,0.00028285748,0.00045261736,0.00021927498,0.00027820113],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060946547,0.0003296193,0.00037964957,0.00016205075,0.0006415194,0.00001793934,0.00038370676,0.00006811902,0.0031129825],"category_scores_gemma":[0.00042309597,0.0002915088,0.0001495204,0.00021459314,0.000092749404,0.00024046762,0.00029018443,0.00038967526,0.0009957294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016107582,0.0007640144,0.8068421,0.00095026405,0.00021676668,0.000069458474,0.0022091523,0.000011737304,0.025588164,0.05202766,0.107783385,0.0019265652],"study_design_scores_gemma":[0.039472494,0.01173912,0.6287069,0.004837643,0.0014246358,0.00023642892,0.017013561,0.002926356,0.016493306,0.028820198,0.24537565,0.002953713],"about_ca_topic_score_codex":0.00026806127,"about_ca_topic_score_gemma":0.000067190675,"teacher_disagreement_score":0.30100325,"about_ca_system_score_codex":0.00016387328,"about_ca_system_score_gemma":0.00021400761,"threshold_uncertainty_score":0.9999537},"labels":[],"label_agreement":null},{"id":"W2127613863","doi":"10.1055/s-0029-1216234","title":"Functional brain imaging of swallowing: an activation likelihood estimation meta-analysis","year":2009,"lang":"en","type":"article","venue":"Klinische Neurophysiologie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Meta-analysis; Neuroanatomy; Neuroimaging; Functional imaging; Neuroscience; Functional neuroimaging; Estimation; Medicine; Psychology; Pathology; Radiology","score_opus":0.1535043069739894,"score_gpt":0.43186205829072455,"score_spread":0.2783577513167351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127613863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84413767,0.000083951054,0.11749797,0.022693489,0.0009013239,0.0017775784,0.000027034424,0.00071564555,0.012165361],"genre_scores_gemma":[0.98926234,0.00000797061,0.004035297,0.005557331,0.000113964765,0.000058677782,0.00021900992,0.000015053412,0.0007303585],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975417,0.0006698676,0.00063473854,0.000451592,0.00033659747,0.0003654846],"domain_scores_gemma":[0.99824,0.0005372445,0.000440297,0.00052226445,0.00017618238,0.000084000836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061166263,0.00020922584,0.0006224935,0.00027642222,0.0003230722,0.000015164803,0.00022253937,0.00008362805,0.0006708006],"category_scores_gemma":[0.00029447072,0.00016499497,0.0004968394,0.00062713097,0.000033463395,0.00049346796,0.000088047505,0.00035367542,0.00008327232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090874406,0.0026508532,0.009770509,0.00028952863,0.06008229,0.000026416103,0.001473769,0.0781365,0.7409695,0.033612143,0.042794175,0.029285576],"study_design_scores_gemma":[0.001365608,0.00077639514,0.87707835,0.000012326181,0.05367443,1.9900058e-7,0.0007338234,0.048056856,0.004363439,0.011115179,0.0022668592,0.000556552],"about_ca_topic_score_codex":0.000030518706,"about_ca_topic_score_gemma":0.0000017757533,"teacher_disagreement_score":0.86730784,"about_ca_system_score_codex":0.000031932726,"about_ca_system_score_gemma":0.00009696216,"threshold_uncertainty_score":0.7344796},"labels":[],"label_agreement":null},{"id":"W2129574531","doi":"10.1152/jn.2001.85.2.938","title":"Cerebral Cortical Representation of Automatic and Volitional Swallowing in Humans","year":2001,"lang":"en","type":"article","venue":"Journal of Neurophysiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":406,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Swallowing; Postcentral gyrus; Insula; Precentral gyrus; Functional magnetic resonance imaging; Neuroscience; Psychology; Somatosensory system; Gyrus; Insular cortex; Supplementary motor area; Superior temporal gyrus; Audiology; Medicine; Magnetic resonance imaging; Surgery","score_opus":0.060877125398442505,"score_gpt":0.41867239484817387,"score_spread":0.3577952694497314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129574531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975344,0.000009188664,0.0001882523,0.0006445525,0.00037934765,0.00011971839,7.2230716e-7,0.0000052639966,0.0011185302],"genre_scores_gemma":[0.9987655,0.00007329313,0.0004624679,0.00038935608,0.00012939272,0.0000034245218,0.0000017476676,0.0000061641204,0.00016864247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986187,0.00039294214,0.0006084202,0.000085857646,0.00013011775,0.00016393622],"domain_scores_gemma":[0.9991442,0.0003477054,0.00031141329,0.00007531942,0.000076802346,0.000044553366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011850847,0.00005782626,0.00025278807,0.00015240027,0.00006799047,0.000002143056,0.000073580115,0.00004366364,0.00019792235],"category_scores_gemma":[0.00014357096,0.000047739435,0.000044324854,0.00011352202,0.000048052425,0.00012176774,0.00006020231,0.00032268075,0.0000059290983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082148914,0.0007532104,0.71484095,0.0006238996,0.00024654856,0.00077753095,0.0031469543,0.00097426213,0.23535141,0.034833487,0.0023860512,0.0052442113],"study_design_scores_gemma":[0.00097047916,0.00027288593,0.99285084,0.00007003836,0.00002319783,0.0000086599375,0.000466121,0.0011968635,0.00001075525,0.0038179818,0.0002761476,0.00003602472],"about_ca_topic_score_codex":0.000016051397,"about_ca_topic_score_gemma":0.0000042936667,"teacher_disagreement_score":0.2780099,"about_ca_system_score_codex":0.00002896768,"about_ca_system_score_gemma":0.00005131257,"threshold_uncertainty_score":0.21671109},"labels":[],"label_agreement":null},{"id":"W2132028699","doi":"10.1503/cmaj.101659","title":"Dysphagia after stroke and its management","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Dysphagia; Stroke (engine); Medicine; Acute stroke; Lesion; Disease management; Disease; Pediatrics; General surgery; Emergency medicine; Intensive care medicine; Surgery; Internal medicine; Emergency department; Nursing","score_opus":0.022523987042157953,"score_gpt":0.31997061356337103,"score_spread":0.29744662652121306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132028699","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21820426,0.00058221957,0.00033440592,0.018335966,0.004596232,0.0008516609,0.000038458464,0.00006993482,0.75698686],"genre_scores_gemma":[0.9046579,0.00045623956,0.00045392016,0.021513093,0.0007746911,0.000087581284,0.0000042105044,0.000022791208,0.07202958],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997617,0.00027131947,0.00043644544,0.00015511189,0.0008441605,0.0006759698],"domain_scores_gemma":[0.99800396,0.000070991155,0.00019560418,0.00008543471,0.00018757269,0.0014564478],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019437949,0.000115059476,0.0001609006,0.00020283196,0.0005194964,0.0000251277,0.0001763253,0.00027280013,0.043856896],"category_scores_gemma":[0.00016837148,0.000103273844,0.000042659904,0.000113676935,0.000014323049,0.00017854641,0.00006704724,0.0009461564,0.001379177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032273336,0.000048951235,0.47977322,0.00008694145,0.0007719924,0.0014028493,0.0026367533,8.937447e-8,0.0000013628431,0.015739841,0.47026256,0.029243179],"study_design_scores_gemma":[0.000970546,0.000030300183,0.37103167,0.00007078385,0.000072636576,0.000009226568,0.0018306137,0.00005014479,0.0000011937905,0.0003142626,0.6254917,0.00012695606],"about_ca_topic_score_codex":0.0005332846,"about_ca_topic_score_gemma":0.016781455,"teacher_disagreement_score":0.68645364,"about_ca_system_score_codex":0.0007206025,"about_ca_system_score_gemma":0.00064377696,"threshold_uncertainty_score":0.99939835},"labels":[],"label_agreement":null},{"id":"W2133506092","doi":"10.1016/j.jstrokecerebrovasdis.2014.11.027","title":"An Ultrasound Investigation of Tongue Shape in Stroke Patients with Lingual Hemiparalysis","year":2015,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Tongue; Consonant; Vowel; Coronal plane; Paresis; Audiology; Medicine; Formant; Anatomy; Linguistics; Surgery","score_opus":0.019860568688447676,"score_gpt":0.3201135477438923,"score_spread":0.3002529790554446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133506092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998737,0.00040649445,0.00009163887,0.000047769674,0.00011995139,0.00026969708,0.000036623187,0.000007873163,0.00028299357],"genre_scores_gemma":[0.9989015,0.00012301118,0.00054035726,0.00010783617,0.00011919423,0.000008610525,0.00003873148,0.000013773917,0.00014698957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820966,0.00024996366,0.00058245996,0.00014765363,0.00059131894,0.00021895472],"domain_scores_gemma":[0.9984136,0.000099501114,0.00052778533,0.00018558391,0.00044043091,0.0003330555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047527216,0.00013556286,0.0003714415,0.00023706748,0.00007915372,0.0000183595,0.00014008269,0.00006208946,0.00009302326],"category_scores_gemma":[0.000108908825,0.00009985024,0.00009792595,0.00015852152,0.00006505089,0.00047970156,0.000036240282,0.00021820443,0.00000221617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016307045,0.00023041065,0.9966786,0.000100539226,0.00028776127,0.0000032048788,0.00090492255,0.000119699034,0.0000988408,0.000046526522,0.00046526294,0.00090115744],"study_design_scores_gemma":[0.0040153293,0.0005736274,0.98942083,0.00017267297,0.00047862597,8.0753176e-7,0.004590907,0.000058774447,0.00011200574,0.00010213384,0.00036034657,0.0001139468],"about_ca_topic_score_codex":0.00011797448,"about_ca_topic_score_gemma":0.00009286939,"teacher_disagreement_score":0.0072577824,"about_ca_system_score_codex":0.00008051268,"about_ca_system_score_gemma":0.00029606654,"threshold_uncertainty_score":0.40717745},"labels":[],"label_agreement":null},{"id":"W2136048466","doi":"10.1016/j.apmr.2006.04.019","title":"An Analysis of Lingual Contribution to Submental Surface Electromyographic Measures and Pharyngeal Pressure During Effortful Swallow","year":2006,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Electromyography; Tongue; Pharynx; Medicine; Pharyngeal muscles; Physical medicine and rehabilitation; Orthodontics; Anatomy; Dentistry","score_opus":0.0076812234621580835,"score_gpt":0.34746735089349734,"score_spread":0.33978612743133924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136048466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745864,0.00024101551,0.0005916652,0.0006927606,0.000031965843,0.00066314806,0.000016585582,0.0000197038,0.00028452746],"genre_scores_gemma":[0.99908435,0.000026666616,0.0006112599,0.000024810097,0.00009732336,0.00002489393,0.000071432994,0.0000066223656,0.000052660933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998706,0.00025674954,0.00037408056,0.00023129869,0.00023838063,0.00019351619],"domain_scores_gemma":[0.9983881,0.0011558605,0.00016487927,0.00013158715,0.00007511433,0.000084467116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101918,0.00010756715,0.00041658877,0.00035176353,0.00013469407,0.0000022190113,0.000055424855,0.000029889981,0.000007347927],"category_scores_gemma":[0.00012915002,0.00008236695,0.000075046155,0.000366858,0.00021926645,0.00009623654,0.00003533499,0.00011222141,1.5149075e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004394094,0.0004677134,0.6050396,0.0008337042,0.0006858629,5.418816e-7,0.017595446,0.00066332024,0.35324848,0.016365027,0.000036862522,0.004624034],"study_design_scores_gemma":[0.0011868008,0.0015786006,0.98674023,0.00016477963,0.00073528197,4.683286e-8,0.002447849,0.0037262365,0.0008030817,0.0023595572,0.00017872243,0.000078785575],"about_ca_topic_score_codex":0.0005817175,"about_ca_topic_score_gemma":0.00016369534,"teacher_disagreement_score":0.38170066,"about_ca_system_score_codex":0.000009341912,"about_ca_system_score_gemma":0.000015998914,"threshold_uncertainty_score":0.33588266},"labels":[],"label_agreement":null},{"id":"W2136887590","doi":"10.1161/strokeaha.107.510370","title":"The Toronto Bedside Swallowing Screening Test (TOR-BSST)","year":2008,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":361,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Care; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; University Health Network","keywords":"Medicine; Swallowing; Test (biology); Physical therapy; Surgery","score_opus":0.04870169852338042,"score_gpt":0.3801714528215048,"score_spread":0.33146975429812436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136887590","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16399652,0.0013514821,0.003934043,0.0042712158,0.0027443913,0.0014335744,0.000019284198,0.00045566837,0.8217938],"genre_scores_gemma":[0.83554304,0.0003605042,0.0018775741,0.0009696198,0.00059038197,0.00014656971,0.000009793423,0.000028992286,0.16047354],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983921,0.00012771702,0.00033607698,0.00020824456,0.0003281384,0.0006077331],"domain_scores_gemma":[0.99861616,0.0007220188,0.00011613399,0.00037819942,0.00006062707,0.000106882944],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053500064,0.0001386437,0.00015291951,0.000020442109,0.00253831,0.00001721745,0.00028598311,0.00007158487,0.0005371155],"category_scores_gemma":[0.00015959925,0.000098276,0.000079593796,0.000058324527,0.000051203333,0.00022771164,0.0002297909,0.00030623682,0.00031619062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060010323,0.000105807354,0.65520304,0.000070148155,0.00026607016,0.0000733747,0.004117732,0.000014293638,0.0012695689,0.015237758,0.30414638,0.019435827],"study_design_scores_gemma":[0.00087903894,0.00007789694,0.1940824,0.00006388494,0.000037282083,0.0000010902576,0.0073324945,0.0001911388,0.000046499663,0.00009454964,0.79700935,0.00018436013],"about_ca_topic_score_codex":0.001007427,"about_ca_topic_score_gemma":0.002556856,"teacher_disagreement_score":0.6715465,"about_ca_system_score_codex":0.00019112809,"about_ca_system_score_gemma":0.00010268787,"threshold_uncertainty_score":0.9987602},"labels":[],"label_agreement":null},{"id":"W2137273164","doi":"10.4021/gr270w","title":"Swallowing Evaluation in Patients With Unilateral Vocal Fold Immobility","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Larynx; Transit time; Anesthesia; Surgery","score_opus":0.171301273491243,"score_gpt":0.46328724358683127,"score_spread":0.29198597009558824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137273164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885224,0.0000031069724,0.0001595782,0.00024836074,0.00025382516,0.0019535003,0.0000024544179,0.000029199406,0.008827554],"genre_scores_gemma":[0.9983351,0.0000017658286,0.00037086703,0.00024174631,0.000033504653,0.0005352097,0.000041832158,0.000016291357,0.00042364895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99489933,0.0025770997,0.00037536593,0.00038928175,0.00070177903,0.0010571413],"domain_scores_gemma":[0.9989404,0.000098943856,0.0000663475,0.0003682629,0.00041829853,0.00010776868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005379863,0.00011900118,0.00020324817,0.00032926796,0.00027763666,0.0000063623597,0.0002657628,0.00010797288,0.0012154569],"category_scores_gemma":[0.00008318979,0.00009495076,0.000027291706,0.00022567704,0.00013585271,0.00019754788,0.00033773994,0.00090711814,0.0001616596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014711088,0.00036419727,0.9954658,0.00003215026,0.00003970612,0.0000057463267,0.0011978309,0.0000029102066,0.000006437319,0.00022039366,0.0006545357,0.0005391525],"study_design_scores_gemma":[0.0042486363,0.000832466,0.9935031,0.000045167853,0.000014249123,9.853133e-8,0.00057606143,0.00022452978,0.0000020245323,0.00038980198,0.000117099386,0.000046787154],"about_ca_topic_score_codex":0.00037814822,"about_ca_topic_score_gemma":0.0014958143,"teacher_disagreement_score":0.009812713,"about_ca_system_score_codex":0.00037230877,"about_ca_system_score_gemma":0.00013318105,"threshold_uncertainty_score":0.99969757},"labels":[],"label_agreement":null},{"id":"W2138608601","doi":"10.1007/s00455-011-9341-5","title":"Promoting Shared Decision-Making in Rehabilitation: Development of a Framework for Situations When Patients with Dysphagia Refuse Diet Modification Recommended by the Treating Team","year":2011,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Jewish Rehabilitation Hospital","funders":"Canadian Institutes of Health Research","keywords":"Dysphagia; Medicine; Rehabilitation; Context (archaeology); Swallowing; Physical therapy; Lifestyle modification; Pneumonia; Nursing; Intensive care medicine; Surgery; Internal medicine","score_opus":0.053529982924204376,"score_gpt":0.3780923598620315,"score_spread":0.32456237693782714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138608601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74971735,0.00008022103,0.23442163,0.0011915825,0.00052707875,0.009552177,0.00009873593,0.00017311453,0.0042381003],"genre_scores_gemma":[0.6398365,0.000001726938,0.35770363,0.00016959605,0.000020696132,0.0019492566,0.00014986897,0.000037722377,0.00013097821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968557,0.0003261967,0.0013146074,0.000506232,0.0004483581,0.00054893404],"domain_scores_gemma":[0.99518704,0.0027802333,0.00092489546,0.0005730515,0.00045454048,0.000080209604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016570812,0.00027274727,0.0003634962,0.00018907557,0.0008858257,0.000024910229,0.00040451158,0.00017772564,0.00034327692],"category_scores_gemma":[0.0013812261,0.00019940718,0.000056541583,0.00047152935,0.000051876537,0.00039781665,0.00015802684,0.0004074816,0.00002278171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002289817,0.0022128471,0.41950923,0.0009010491,0.0004261345,9.857026e-7,0.3920767,0.00003040464,0.000054478278,0.012246048,0.011873729,0.15837857],"study_design_scores_gemma":[0.008929944,0.0017182133,0.8673608,0.0045604487,0.00034318745,2.807314e-7,0.02904721,0.005415253,0.00020521283,0.072161295,0.009192783,0.0010653962],"about_ca_topic_score_codex":0.000048638587,"about_ca_topic_score_gemma":0.00023026076,"teacher_disagreement_score":0.44785154,"about_ca_system_score_codex":0.00038129804,"about_ca_system_score_gemma":0.00023360654,"threshold_uncertainty_score":0.81315887},"labels":[],"label_agreement":null},{"id":"W2146364984","doi":"10.1378/chest.124.1.328","title":"Aspiration Pneumonia and Dysphagia in the Elderly","year":2003,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":924,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Dysphagia; Aspiration pneumonia; Pneumonia; Swallowing; Incidence (geometry); Intensive care medicine; Cough reflex; Oropharyngeal dysphagia; Rehabilitation; Dementia; Pediatrics; Surgery; Physical therapy; Internal medicine; Reflex; Disease","score_opus":0.14198545250810454,"score_gpt":0.4740299817095466,"score_spread":0.332044529201442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146364984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003106163,0.9769892,0.0001387382,0.00038208062,0.001040733,0.0011814631,0.0000023011812,0.00001295146,0.020221468],"genre_scores_gemma":[0.000029443778,0.9955453,0.00022310244,0.00047720925,0.00041760024,0.00016089791,0.000014012236,0.000032659733,0.0030997589],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967239,0.0014114963,0.00091359846,0.00021538854,0.00029604236,0.00043957826],"domain_scores_gemma":[0.9985614,0.000349324,0.0006931777,0.0002499468,0.000049761817,0.00009643528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026403307,0.00028143867,0.0007275443,0.00020826822,0.0006125624,0.00010117798,0.00032403474,0.00029277947,0.00027165326],"category_scores_gemma":[0.00007027098,0.00016502294,0.00012887205,0.00027620682,0.000032930966,0.000169662,0.000062547304,0.0022760383,0.00017170394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013227838,0.000038287617,0.00017227393,0.0074368366,0.000074536714,0.000062542866,0.00049256027,9.28859e-8,8.546336e-8,0.0016407922,0.008938016,0.98114264],"study_design_scores_gemma":[0.0002999812,0.000108132714,0.0004781079,0.0041629714,0.00035576336,0.00006167347,0.0005253942,0.0000010841102,5.1744014e-9,0.00039589338,0.9934521,0.0001589296],"about_ca_topic_score_codex":0.000006628055,"about_ca_topic_score_gemma":0.00003466474,"teacher_disagreement_score":0.98451406,"about_ca_system_score_codex":0.00021586378,"about_ca_system_score_gemma":0.0004937107,"threshold_uncertainty_score":0.988838},"labels":[],"label_agreement":null},{"id":"W2146944041","doi":"10.1007/978-1-4614-3794-9_7","title":"Brainstem Control of Deglutition: Brainstem Neural Circuits and Mediators Regulating Swallowing","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Brainstem; Swallowing; Neuroscience; Biological neural network; Medicine; Psychology; Radiology","score_opus":0.04273757381234851,"score_gpt":0.33445020986212465,"score_spread":0.29171263604977615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146944041","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021107218,0.0015890806,0.0013821131,0.0008604082,0.0018016724,0.0020120398,0.000034224246,0.00020937165,0.99000037],"genre_scores_gemma":[0.6444823,0.000112256326,0.00013722543,0.0013124343,0.0006910443,0.000048961847,0.00005556818,0.00008593218,0.35307425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971745,0.00015120812,0.0011135964,0.00042212757,0.0005311351,0.0006074318],"domain_scores_gemma":[0.99767643,0.00066539174,0.00082734675,0.0004230319,0.00015507446,0.00025273775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009243998,0.0004304196,0.00083007873,0.00024604655,0.00041724555,0.000014540211,0.0001931707,0.0005360302,0.0019154513],"category_scores_gemma":[0.000047081696,0.00038624762,0.00016849957,0.000040771785,0.00009636532,0.00027939348,0.00024429994,0.0006763202,0.00009676498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027673923,0.000026204172,0.008879668,0.0022943553,0.0006603726,0.000014343907,0.0013493501,0.0000047093486,0.00014751081,0.9361887,0.0071274117,0.043279722],"study_design_scores_gemma":[0.0192259,0.0005237518,0.02874019,0.008193068,0.003004269,0.000017910452,0.005784256,0.0029039488,0.000040657287,0.01343982,0.9143831,0.0037431214],"about_ca_topic_score_codex":0.000024538562,"about_ca_topic_score_gemma":0.00006159171,"teacher_disagreement_score":0.92274886,"about_ca_system_score_codex":0.00016286303,"about_ca_system_score_gemma":0.00013825217,"threshold_uncertainty_score":0.9998589},"labels":[],"label_agreement":null},{"id":"W2147006365","doi":"10.1017/s0714980812000268","title":"A Mix of Bulk and Ready-to-Use Modified-Texture Food: Impact on Older Adults Requiring Dysphagic Food","year":2012,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Bruyère; University of Waterloo","funders":"","keywords":"Gynecology; Humanities; Medicine; Art","score_opus":0.027140746379092556,"score_gpt":0.298002473544331,"score_spread":0.2708617271652385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147006365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95998687,0.0065540583,0.00028018694,0.020484118,0.006781228,0.002011873,0.00064575067,0.00003067781,0.0032252143],"genre_scores_gemma":[0.9875152,0.0007431706,0.00036928128,0.0040147575,0.0013692131,0.00008653985,0.000060209568,0.00016991523,0.005671685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993144,0.0009454905,0.001415911,0.0007322964,0.00035952966,0.0034028185],"domain_scores_gemma":[0.98947376,0.00066355075,0.00086682214,0.0008460848,0.0004621044,0.0076876837],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028946383,0.00087572663,0.0010095262,0.0014651545,0.0012413993,0.00025524612,0.00057782466,0.0004668654,0.0010348022],"category_scores_gemma":[0.0005576021,0.00083609385,0.00029244318,0.00069592486,0.00017415559,0.0007358835,0.00012546669,0.0019673924,0.000085729844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093036843,0.0014277201,0.13940766,0.0071209935,0.005505375,0.00271077,0.21254508,0.0062264637,0.000114844646,0.21043693,0.2726232,0.14095059],"study_design_scores_gemma":[0.006800478,0.0067933435,0.33236316,0.030073978,0.0010743968,0.0006106872,0.017065493,0.0012280573,0.000066795,0.0006533548,0.6007786,0.0024916532],"about_ca_topic_score_codex":0.04705054,"about_ca_topic_score_gemma":0.2939559,"teacher_disagreement_score":0.3281554,"about_ca_system_score_codex":0.0042580585,"about_ca_system_score_gemma":0.0012646312,"threshold_uncertainty_score":0.9998784},"labels":[],"label_agreement":null},{"id":"W2151409026","doi":"10.1007/s00455-006-9037-4","title":"The Influence of Orolingual Pressure on the Timing of Pharyngeal Pressure Events","year":2006,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Pharynx; Swallowing; Medicine; Tongue; Bolus (digestion); Electromyography; Audiology; Soft palate; High resolution manometry; Airway; Physical medicine and rehabilitation; Orthodontics; Anesthesia; Anatomy; Surgery","score_opus":0.026165937252585914,"score_gpt":0.36486657450036164,"score_spread":0.3387006372477757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151409026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455485,0.0009987927,0.000060270373,0.0016629238,0.0007403546,0.0017965883,0.000057083915,0.00006485925,0.04907064],"genre_scores_gemma":[0.9805317,0.000048340757,0.000068034504,0.00034821563,0.00014613757,0.00011276897,0.000009619063,0.000021658534,0.018713515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977764,0.00039883124,0.0006337397,0.0002176354,0.0005369142,0.00043650842],"domain_scores_gemma":[0.9976564,0.0009864743,0.000545289,0.0005711425,0.00019997607,0.000040689938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010554169,0.00017268905,0.000247998,0.000046175308,0.0006152733,0.000007760446,0.00057908194,0.000106305415,0.00031975558],"category_scores_gemma":[0.00015011935,0.000096625336,0.000074784264,0.00019335996,0.000113751295,0.000104270075,0.00022406221,0.00042994873,0.000056313325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001160227,0.0011305372,0.25560126,0.0024589533,0.0025469442,0.000020481515,0.007078034,0.02257494,0.006989903,0.3772433,0.31733748,0.0058579417],"study_design_scores_gemma":[0.0016822943,0.0002227439,0.59193534,0.00046648708,0.00056791614,6.34037e-7,0.0010272772,0.0016682958,0.0017906587,0.0037031546,0.39666376,0.0002714413],"about_ca_topic_score_codex":0.0004274969,"about_ca_topic_score_gemma":0.000072065006,"teacher_disagreement_score":0.37354016,"about_ca_system_score_codex":0.000018432556,"about_ca_system_score_gemma":0.00012243084,"threshold_uncertainty_score":0.4732247},"labels":[],"label_agreement":null},{"id":"W2152542439","doi":"10.1002/nau.10079","title":"Frequency‐volume chart: The minimum number of days required to obtain reliable results","year":2003,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Chart; Cohort; Reliability (semiconductor); Statistics; Mathematics; Internal medicine","score_opus":0.023494458230986615,"score_gpt":0.3498626617276467,"score_spread":0.32636820349666007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152542439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83244336,0.000041396317,0.00076193403,0.014057454,0.0015468865,0.0009622141,0.00003850423,0.00006945152,0.15007879],"genre_scores_gemma":[0.9728719,0.0001337407,0.00092535955,0.0076800114,0.0000647289,0.0000805277,0.000019954605,0.000029170762,0.018194614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997722,0.00064813986,0.0005549167,0.00038749102,0.00016008198,0.0005273114],"domain_scores_gemma":[0.998649,0.00038814213,0.00023669165,0.00052053895,0.000096536525,0.00010907438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011107189,0.00017338208,0.00027153423,0.000065088585,0.00046736453,0.0000074322143,0.00023576053,0.00018568872,0.0001715412],"category_scores_gemma":[0.0004473664,0.00013250236,0.000042959193,0.00024178346,0.000116995674,0.00008428222,0.00016277302,0.0004931208,0.00020430524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060464564,0.00022430316,0.30432573,0.00017130739,0.00012391199,0.00006444164,0.0026408136,0.00013785812,0.0012747381,0.60040015,0.089508496,0.00052358006],"study_design_scores_gemma":[0.0049003456,0.0012375594,0.26613018,0.00006340522,0.00029901203,0.00003478702,0.0019957686,0.005507953,0.000028352453,0.028707294,0.6904513,0.00064404315],"about_ca_topic_score_codex":0.0000670535,"about_ca_topic_score_gemma":0.00010977088,"teacher_disagreement_score":0.6009428,"about_ca_system_score_codex":0.000025660924,"about_ca_system_score_gemma":0.00010233279,"threshold_uncertainty_score":0.5403289},"labels":[],"label_agreement":null},{"id":"W2152750267","doi":"10.1352/0895-8017(2003)108<0202:ateadg>2.0.co;2","title":"Adherence to Eating and Drinking Guidelines for Adults With Intellectual Disabilities and Dysphagia","year":2003,"lang":"en","type":"article","venue":"American Journal on Mental Retardation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Dysphagia; Psychology; Speech-Language Pathology; Intellectual disability; Consistency (knowledge bases); Meal preparation; Medicine; Clinical psychology; Psychiatry; Physical therapy","score_opus":0.07251800678818618,"score_gpt":0.425528205198997,"score_spread":0.3530101984108108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152750267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883482,0.000041183754,0.00799164,0.0011217562,0.00022099918,0.0008307431,0.000003700068,0.000019170675,0.0014226087],"genre_scores_gemma":[0.97295696,0.00015049102,0.024417691,0.0015650933,0.00007831291,0.0000892842,0.0000099064055,0.000016598146,0.00071569456],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987933,0.00016859976,0.0003691312,0.00020425108,0.00021105049,0.0002536682],"domain_scores_gemma":[0.99881107,0.0005678849,0.0002371979,0.00007981311,0.00016461372,0.00013940722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061892445,0.00012959167,0.00018792995,0.00008217205,0.0005804588,0.00004037658,0.000051994193,0.00001801465,0.00011253683],"category_scores_gemma":[0.0009881938,0.0000960855,0.000018827734,0.00012209544,0.00007881637,0.00017548412,0.000032747375,0.0001808898,0.000008354455],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027221318,0.0001290265,0.25296232,0.00023056605,0.00031620968,0.0000040729046,0.07843592,0.00010243882,0.0008286259,0.009314179,0.012335349,0.64261913],"study_design_scores_gemma":[0.00723461,0.02367855,0.028033188,0.004263017,0.00023648639,0.000062521955,0.8455416,0.0027179478,0.00062727986,0.001769943,0.08480254,0.0010323335],"about_ca_topic_score_codex":0.000039383314,"about_ca_topic_score_gemma":0.00007194305,"teacher_disagreement_score":0.76710564,"about_ca_system_score_codex":0.00012154033,"about_ca_system_score_gemma":0.000053527627,"threshold_uncertainty_score":0.44644782},"labels":[],"label_agreement":null},{"id":"W2153882300","doi":"10.1053/j.gastro.2011.09.040","title":"Targeting Unlesioned Pharyngeal Motor Cortex Improves Swallowing in Healthy Individuals and After Dysphagic Stroke","year":2011,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"Wellcome Trust","keywords":"Swallowing; Neurostimulation; Dysphagia; Stroke (engine); Transcranial magnetic stimulation; Medicine; Motor cortex; Anesthesia; Physical medicine and rehabilitation; Stimulation; Internal medicine; Surgery","score_opus":0.027267902887447907,"score_gpt":0.32637443397299726,"score_spread":0.29910653108554935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153882300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523026,0.00016443626,0.00048137186,0.00077169127,0.0009589058,0.0011467655,0.00003313658,0.000089083755,0.0011243282],"genre_scores_gemma":[0.99016124,0.000122047546,0.0031485439,0.005352454,0.00013791805,0.00048016227,0.000029683246,0.000035106437,0.0005328516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968023,0.0005830916,0.0007711882,0.0005183341,0.00018190843,0.0011432227],"domain_scores_gemma":[0.9991544,0.00009900011,0.0002618051,0.00023533698,0.00004189664,0.00020755072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008848142,0.00025797557,0.00045493364,0.0003002822,0.00023162237,0.000009230629,0.00020754784,0.0001666884,0.000618918],"category_scores_gemma":[0.0000383929,0.00024129647,0.000052576306,0.00008509853,0.00008377261,0.00024674076,0.00044707715,0.0006023345,0.00006621747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015026983,0.00015397198,0.99321604,0.00013181679,0.00008046774,0.000055442168,0.0018269697,2.3040599e-7,0.0017578045,0.00016156129,0.0005656663,0.00054734043],"study_design_scores_gemma":[0.003523299,0.0012039474,0.9922497,0.00005072201,0.00004710025,0.0000020816176,0.0015284171,0.0001341897,0.0000051445345,0.0001666762,0.00097041146,0.00011827024],"about_ca_topic_score_codex":0.0002111167,"about_ca_topic_score_gemma":0.00037954078,"teacher_disagreement_score":0.0050690477,"about_ca_system_score_codex":0.00010496867,"about_ca_system_score_gemma":0.00005653367,"threshold_uncertainty_score":0.98397845},"labels":[],"label_agreement":null},{"id":"W2153963521","doi":"10.1017/cjn.2015.304","title":"Cognitive and Motor Aspects of Parkinson’s Disease Associated with Dysphagia","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; Soonchunhyang University","keywords":"Swallowing; Dysphagia; Parkinson's disease; Neuropsychology; Cognition; Dementia; Physical medicine and rehabilitation; Psychology; Executive dysfunction; Rating scale; Executive functions; Medicine; Disease; Physical therapy; Neuroscience; Internal medicine; Developmental psychology; Surgery","score_opus":0.07078726127380627,"score_gpt":0.3484674147509702,"score_spread":0.2776801534771639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153963521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98495346,0.00088025094,0.000042561707,0.0028910958,0.0006723808,0.00033279308,0.000024303818,0.000015189606,0.010187986],"genre_scores_gemma":[0.9965751,0.00015820138,0.00043408963,0.0025923254,0.00013007359,0.000006428249,5.217561e-7,0.00001036708,0.00009286385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99505866,0.0016499242,0.00081482576,0.00040535376,0.00089560775,0.0011756524],"domain_scores_gemma":[0.99355453,0.0011263556,0.0012263503,0.00009560253,0.0009444547,0.0030526852],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0056333006,0.00026424052,0.00049836276,0.0006914659,0.0021134813,0.00017397558,0.0009481472,0.00013218545,0.00014187915],"category_scores_gemma":[0.0049703773,0.00016371133,0.000090382266,0.0009504802,0.0051049516,0.000862727,0.00009445389,0.0010799994,0.0000021146673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023022183,0.00003364629,0.9923812,0.000010776796,0.000035601206,0.0027243986,0.0006411602,0.00019566857,0.0000025739241,0.0023998711,0.000714436,0.0006304526],"study_design_scores_gemma":[0.0009771525,0.044602986,0.93147904,0.00017605415,0.00012954319,0.0005669598,0.001878139,0.0005626844,0.0000052252963,0.016865486,0.0025115989,0.0002451356],"about_ca_topic_score_codex":0.001065308,"about_ca_topic_score_gemma":0.06450402,"teacher_disagreement_score":0.06343871,"about_ca_system_score_codex":0.00025058718,"about_ca_system_score_gemma":0.0070418525,"threshold_uncertainty_score":0.9991856},"labels":[],"label_agreement":null},{"id":"W2154542807","doi":"10.1093/ageing/afn064","title":"Dysphagia treatment post stroke: a systematic review of randomised controlled trials","year":2008,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; University of Toronto; Lawson Health Research Institute","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Randomized controlled trial; Aspiration pneumonia; Intensive care medicine; Pneumonia; Physical therapy; Systematic review; Enteral administration; MEDLINE; Pediatrics; Surgery; Internal medicine; Parenteral nutrition","score_opus":0.1075369183584361,"score_gpt":0.4526707275557842,"score_spread":0.3451338091973481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154542807","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022971815,0.95666546,0.000045806424,0.00004205281,0.00038745097,0.03446781,0.00007771888,0.0000574325,0.008253969],"genre_scores_gemma":[0.000006829437,0.973505,0.000083091734,0.00042356655,0.00016388892,0.007050392,0.00019103628,0.00005683291,0.018519368],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9867356,0.006826851,0.0051381704,0.000436966,0.00038531516,0.00047712878],"domain_scores_gemma":[0.98597443,0.008430419,0.0047009327,0.00060469477,0.00014178145,0.0001477496],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0045600426,0.00068544433,0.018412665,0.000273602,0.00037468717,0.00002069565,0.00024094764,0.00028481835,0.0003393529],"category_scores_gemma":[0.003399794,0.00036226975,0.0022290621,0.0001869697,0.000042328465,0.00008962663,0.0001286836,0.00036757076,0.000085092244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013085804,0.000066229855,2.5580894e-7,0.94361967,0.004885253,0.0012863294,0.00017011624,1.0916681e-8,5.230224e-7,0.00014986473,0.000991642,0.04869926],"study_design_scores_gemma":[0.024732761,0.0001181629,9.1754146e-7,0.73269373,0.026001358,0.000006074829,0.00011512756,0.0000013345531,4.629947e-8,0.0000046998666,0.2160815,0.00024429586],"about_ca_topic_score_codex":0.00008036089,"about_ca_topic_score_gemma":0.000018588693,"teacher_disagreement_score":0.21508986,"about_ca_system_score_codex":0.00019909312,"about_ca_system_score_gemma":0.0004590405,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W2154618437","doi":"10.1044/sasd11.3.31","title":"Food for Thought","year":2002,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Multiculturalism; Law; Surgery","score_opus":0.043689489986310864,"score_gpt":0.35561351218413584,"score_spread":0.311924022197825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154618437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5601744,0.018211678,0.01885218,0.025059583,0.004940726,0.007545151,0.000079414516,0.0019378223,0.36319906],"genre_scores_gemma":[0.9767639,0.0015991026,0.0026698182,0.0016808866,0.00040323474,0.00076962553,0.000020520216,0.00012904656,0.015963836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961066,0.00029474357,0.00064541947,0.0011461634,0.0005328704,0.0012741898],"domain_scores_gemma":[0.99797654,0.00081443356,0.00020040154,0.00058852223,0.00013183849,0.00028827932],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089427107,0.0005564963,0.0006413381,0.00034756624,0.0020151832,0.00009588434,0.0003886413,0.00028257153,0.0006105493],"category_scores_gemma":[0.00039434424,0.0005312379,0.0003578749,0.00038670373,0.00014301199,0.00044486456,0.00018659777,0.0007626286,0.00024377943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013033858,0.0042291204,0.06430265,0.0018260088,0.0062643867,0.00004379216,0.18847008,0.00025656685,0.0014519491,0.5165251,0.12760492,0.08772202],"study_design_scores_gemma":[0.02165146,0.0060036294,0.023288414,0.0010908152,0.0011407182,0.0000029112023,0.2958934,0.011620034,0.00013384758,0.015760303,0.6197227,0.0036917054],"about_ca_topic_score_codex":0.000040205327,"about_ca_topic_score_gemma":0.00009696864,"teacher_disagreement_score":0.5007648,"about_ca_system_score_codex":0.00026374205,"about_ca_system_score_gemma":0.000045716777,"threshold_uncertainty_score":0.9997139},"labels":[],"label_agreement":null},{"id":"W2156114859","doi":"10.1155/2014/813084","title":"Differences in Swallowing between High and Low Concentration Taste Stimuli","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; University of Arkansas for Medical Sciences; Johns Hopkins University; Fondation Pour l'Audition; National Institute on Deafness and Other Communication Disorders; University of Arkansas","keywords":"Swallowing; Tongue; Taste; Stimulus (psychology); Audiology; Palatability; Psychology; Medicine; Developmental psychology; Food science; Chemistry; Dentistry; Cognitive psychology; Pathology","score_opus":0.16363049084852754,"score_gpt":0.5010235976168604,"score_spread":0.3373931067683329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156114859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762955,0.000022949738,0.0015900497,0.007305417,0.0012294974,0.00055159477,0.00001687351,0.00003149598,0.012956679],"genre_scores_gemma":[0.99523073,0.000045992467,0.00032845663,0.00011159647,0.0005839752,0.00010148669,0.000087875065,0.0000077835475,0.0035021082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978366,0.0005601578,0.00029138924,0.00023650134,0.000681077,0.00039429567],"domain_scores_gemma":[0.9987448,0.00083288434,0.00005859557,0.0001041971,0.0001575066,0.00010200361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020596497,0.00007626503,0.00012933729,0.00028879783,0.00024155561,0.000046867346,0.00023812089,0.00007563225,0.00043431742],"category_scores_gemma":[0.000318391,0.00006455502,0.000014556814,0.00019859136,0.000102488535,0.00018107501,0.00024752476,0.00037832372,0.00011545884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044397497,0.000071920134,0.93868154,0.000097696386,0.00007726336,0.000005072667,0.00089160376,0.0000013862413,0.0017126218,0.0365268,0.0072628167,0.014626851],"study_design_scores_gemma":[0.0015246902,0.00007944856,0.9617463,0.00019794112,0.000003905302,5.9163018e-8,0.0005214998,0.004293971,0.000082382394,0.0029165111,0.02853924,0.00009406292],"about_ca_topic_score_codex":0.00037123458,"about_ca_topic_score_gemma":0.00007161767,"teacher_disagreement_score":0.033610288,"about_ca_system_score_codex":0.00018334022,"about_ca_system_score_gemma":0.00007835762,"threshold_uncertainty_score":0.4755471},"labels":[],"label_agreement":null},{"id":"W2156409662","doi":"10.4187/respcare.01078","title":"Influence of 4 Interfaces in the Assessment of Maximal Respiratory Pressures","year":2012,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Repeatability; Medicine; Plateau (mathematics); Spirometry; Clinical Practice; Repeated measures design; Limits of agreement; Analysis of variance; Coefficient of variation; Statistics; Mathematics; Physical therapy; Internal medicine; Nuclear medicine; Mathematical analysis","score_opus":0.06237593470073082,"score_gpt":0.44652693131884696,"score_spread":0.38415099661811614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156409662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96786493,0.0021817079,0.00002515788,0.000058581027,0.00022104025,0.0009515854,0.000021024789,0.000023176899,0.028652767],"genre_scores_gemma":[0.99825716,0.000014353165,0.00012416826,0.0012083916,0.000103764905,0.00020219888,0.000002978146,0.00001695184,0.00007005697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970508,0.0010646272,0.0007377443,0.0001831457,0.0005170205,0.00044664487],"domain_scores_gemma":[0.99836767,0.00035498888,0.00043932936,0.000561309,0.00021431192,0.000062403116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017631503,0.00016180503,0.0003154806,0.00018658434,0.00013672098,0.0000052950822,0.00049618114,0.0001278826,0.00011949093],"category_scores_gemma":[0.000099578785,0.00011547876,0.00006105087,0.00028393237,0.00011373784,0.00030504342,0.0002494308,0.0004415436,0.0000144946125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027358283,0.00012185467,0.9707161,0.0010063341,0.000041886266,0.0000024706637,0.009361665,0.00031287593,0.0074423533,0.0073339287,0.0027403908,0.00089277443],"study_design_scores_gemma":[0.00055663334,0.00016008566,0.87417734,0.00023031155,0.000041070994,6.1003355e-8,0.017135628,0.000001706963,0.0021930572,0.000026599146,0.10536612,0.000111394365],"about_ca_topic_score_codex":0.00008270327,"about_ca_topic_score_gemma":0.00011230264,"teacher_disagreement_score":0.10262573,"about_ca_system_score_codex":0.00012570483,"about_ca_system_score_gemma":0.00028214153,"threshold_uncertainty_score":0.4709087},"labels":[],"label_agreement":null},{"id":"W2157275022","doi":"10.1109/iembs.2007.4353003","title":"Feature selection for swallowing sounds classification","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Mahalanobis distance; Computer science; Feature selection; Feature extraction; Feature (linguistics); Pattern recognition (psychology); Set (abstract data type); Speech recognition; SIGNAL (programming language); Artificial intelligence; Medicine","score_opus":0.09504688628664869,"score_gpt":0.4289760956468979,"score_spread":0.3339292093602492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157275022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.357738,0.00004815139,0.31742594,0.011804431,0.0017262135,0.0036920742,0.000004199114,0.00075117,0.30680987],"genre_scores_gemma":[0.95529056,0.0000174909,0.005791247,0.00059535605,0.00039887495,0.00030569022,0.000022824723,0.00002094316,0.037557002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878544,0.000007721874,0.00023482746,0.00029160522,0.00018455164,0.00049585814],"domain_scores_gemma":[0.99895394,0.00009665895,0.0001914731,0.000060270755,0.0006079767,0.000089694324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011001216,0.00013191579,0.00014427694,0.00013031872,0.0006607356,0.00004810619,0.0001525583,0.0001890792,0.00011374904],"category_scores_gemma":[0.00013921723,0.00012365241,0.000045867262,0.0002399203,0.000022581075,0.00033396823,0.000048379865,0.0003268336,0.000068796784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001735887,0.000066228575,0.25720608,0.00055279426,0.00006987877,2.5200703e-7,0.00503745,1.5955732e-7,0.03931322,0.5240382,0.15256037,0.020981753],"study_design_scores_gemma":[0.001464278,0.00017668349,0.158568,0.0002237284,0.00010494109,7.8162395e-7,0.020365836,0.005106306,0.0010687531,0.008768749,0.80377567,0.0003762842],"about_ca_topic_score_codex":0.000008174671,"about_ca_topic_score_gemma":0.000035755587,"teacher_disagreement_score":0.6512153,"about_ca_system_score_codex":0.0002001227,"about_ca_system_score_gemma":0.00011704212,"threshold_uncertainty_score":0.50819105},"labels":[],"label_agreement":null},{"id":"W2158279791","doi":"10.3791/2422","title":"A Protocol for Comprehensive Assessment of Bulbar Dysfunction in Amyotrophic Lateral Sclerosis (ALS)","year":2011,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; U.S. Public Health Service; University of Toronto","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Protocol (science); Medicine; Physical medicine and rehabilitation; Psychology; Disease; Internal medicine; Pathology","score_opus":0.27694418170869484,"score_gpt":0.5736430232717817,"score_spread":0.2966988415630869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158279791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8092247,0.000046571295,0.011539906,0.0002818904,0.0019847027,0.1708745,0.000013637067,0.000061770814,0.0059723184],"genre_scores_gemma":[0.83652383,0.000032093278,0.030795759,0.0011104456,0.00019720428,0.13077739,0.000008048388,0.00007078306,0.00048446486],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99693966,0.00044215054,0.0015477475,0.0001927198,0.00047949937,0.00039823144],"domain_scores_gemma":[0.9975243,0.00011160237,0.0015588027,0.00019959387,0.0004861511,0.00011952255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078119594,0.00021077704,0.0006262909,0.00039653713,0.00014525301,0.000009931226,0.00023241434,0.00011464668,0.00069828454],"category_scores_gemma":[0.00002926075,0.00016991714,0.00018521406,0.00019880688,0.00004173668,0.0003435311,0.00011553912,0.00031571698,0.00000814886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018409422,0.01193169,0.32430232,0.0032842618,0.0022350894,0.00007669834,0.025231218,0.00006528398,0.5173157,0.014610531,0.079779975,0.002757863],"study_design_scores_gemma":[0.09866105,0.008272345,0.772008,0.0048375125,0.00027624288,0.0000057890547,0.011234814,0.0020370681,0.035336576,0.0018184886,0.0646363,0.00087578746],"about_ca_topic_score_codex":0.00009347148,"about_ca_topic_score_gemma":0.000004880664,"teacher_disagreement_score":0.48197907,"about_ca_system_score_codex":0.00032129005,"about_ca_system_score_gemma":0.00023108811,"threshold_uncertainty_score":0.7645726},"labels":[],"label_agreement":null},{"id":"W2159098906","doi":"10.1186/1916-0216-43-9","title":"Fiber-optic endoscopic evaluation of swallowing to assess swallowing outcomes as a function of head position in a normal population","year":2014,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Foothills Medical Centre; University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Swallowing; Medicine; Population; Position (finance); Head (geology); Orthodontics; Dentistry; Geology","score_opus":0.06387050871985527,"score_gpt":0.39385364732365874,"score_spread":0.32998313860380346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159098906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964511,0.00011296809,0.0003664868,0.0006618974,0.001065791,0.0005346421,9.431411e-7,0.000009716015,0.00079650333],"genre_scores_gemma":[0.9986771,0.000022220549,0.0006741858,0.00036755606,0.000101523896,0.000030349518,0.000015904257,0.000014639231,0.00009656721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648046,0.0011416036,0.0013755899,0.00017094995,0.00052689994,0.00030450564],"domain_scores_gemma":[0.9975301,0.0010330076,0.00085251726,0.00014882068,0.0003342283,0.00010129603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005211065,0.0001522739,0.0007529407,0.0007919288,0.00013298423,0.000007696015,0.00007620427,0.00017348038,0.0001495881],"category_scores_gemma":[0.00064157177,0.00013611102,0.000150699,0.00026677892,0.000019406363,0.0005049817,0.00005993665,0.00034236928,0.000010280319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028104638,0.0001519703,0.99225265,0.00031078476,0.00010958489,0.00000862007,0.00037151514,0.00020968741,0.0025441498,0.00045101708,0.00010607775,0.00320288],"study_design_scores_gemma":[0.0015181246,0.00043850977,0.99518615,0.0010031742,0.00021408769,0.0000066128105,0.00015000493,0.00070147193,0.00008556394,0.0004809809,0.000121491685,0.00009385246],"about_ca_topic_score_codex":0.0002766741,"about_ca_topic_score_gemma":0.00015116257,"teacher_disagreement_score":0.0045694932,"about_ca_system_score_codex":0.00016297249,"about_ca_system_score_gemma":0.00021556354,"threshold_uncertainty_score":0.55504465},"labels":[],"label_agreement":null},{"id":"W2159232358","doi":"10.1109/tbme.2008.2010504","title":"Segmentation of Dual-Axis Swallowing Accelerometry Signals in Healthy Subjects With Analysis of Anthropometric Effects on Duration of Swallowing Activities","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Dysphagia; Anthropometry; Segmentation; Medicine; Accelerometer; Chin; Physical medicine and rehabilitation; Audiology; Computer science; Artificial intelligence; Surgery; Internal medicine; Anatomy","score_opus":0.01819074589556833,"score_gpt":0.33995274727034286,"score_spread":0.3217620013747745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159232358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69546616,0.000024836005,0.30357653,0.00012351935,0.00025092933,0.000445681,0.000010442406,0.00003869927,0.000063197076],"genre_scores_gemma":[0.99825096,0.000117243246,0.0014393772,0.00006225418,0.000020973464,0.00005369312,0.000018011655,0.000016786544,0.000020671128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99783427,0.00012966871,0.00080903555,0.0002463587,0.0006569674,0.00032369074],"domain_scores_gemma":[0.99844205,0.00093302317,0.00027526615,0.00019737976,0.000053442716,0.000098857585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642256,0.00019043867,0.0006141594,0.004044724,0.00009000441,0.0000041315234,0.000093979004,0.00014460455,0.00007816743],"category_scores_gemma":[0.000034955494,0.00017059584,0.00013698591,0.005103858,0.00003839306,0.00021490674,0.0000021118128,0.00035501327,0.0000012666823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014506697,0.0033110008,0.0029514797,0.0034337377,0.0032296847,0.000031200823,0.004657561,0.28571215,0.64108294,0.00019311017,0.000028465167,0.05391799],"study_design_scores_gemma":[0.010511794,0.013703216,0.18288322,0.0043372666,0.0025527468,0.0000010192549,0.0054950486,0.117531545,0.6619762,0.00002204526,0.000048785023,0.0009370966],"about_ca_topic_score_codex":0.00011419496,"about_ca_topic_score_gemma":0.000027830187,"teacher_disagreement_score":0.30278483,"about_ca_system_score_codex":0.00023614657,"about_ca_system_score_gemma":0.00008282489,"threshold_uncertainty_score":0.6956697},"labels":[],"label_agreement":null},{"id":"W2159483126","doi":"10.1007/s00455-015-9621-6","title":"The Effect of Bolus Consistency on Hyoid Velocity in Healthy Swallowing","year":2015,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute","keywords":"Hyoid bone; Swallowing; Medicine; Dysphagia; Anatomy; Bolus (digestion); Orthodontics; Surgery","score_opus":0.043645359576063976,"score_gpt":0.40412605111696565,"score_spread":0.3604806915409017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159483126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591203,0.0007105046,0.000080094374,0.003334839,0.0032055052,0.0020727352,0.0000058978403,0.000096718795,0.13137338],"genre_scores_gemma":[0.9957289,0.00005419671,0.00011881837,0.0011358799,0.00008692373,0.00021395882,0.000009620245,0.000022579343,0.0026291106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970527,0.0010211235,0.000634084,0.00026031755,0.00043105165,0.0006006863],"domain_scores_gemma":[0.9976522,0.0013990115,0.00024482678,0.0004535594,0.000081614264,0.0001688375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033939013,0.0001820642,0.00037003058,0.000102172875,0.00041246446,0.000010514307,0.00029019715,0.00012043804,0.0000618523],"category_scores_gemma":[0.0005525361,0.000120589706,0.00006786785,0.00029451016,0.00007455346,0.00008984245,0.00017215936,0.00055249577,0.00036721426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006140196,0.0003740708,0.68635875,0.0012556557,0.00041329334,0.00012084107,0.0063846083,0.00016366347,0.00010563115,0.059218768,0.1800996,0.059364896],"study_design_scores_gemma":[0.02920362,0.008438719,0.5270658,0.001010357,0.00025179805,0.000002423002,0.008034211,0.0027141331,0.00065880216,0.003972987,0.4176495,0.0009976208],"about_ca_topic_score_codex":0.00041999345,"about_ca_topic_score_gemma":0.0003111537,"teacher_disagreement_score":0.23754989,"about_ca_system_score_codex":0.0003159408,"about_ca_system_score_gemma":0.00029810471,"threshold_uncertainty_score":0.49175054},"labels":[],"label_agreement":null},{"id":"W2160147908","doi":"10.1161/01.str.0000044169.54676.f5","title":"New-Onset Fecal Incontinence After Stroke","year":2003,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"Stanley Thomas Johnson Stiftung","keywords":"Medicine; Stroke (engine); Odds ratio; Epidemiology; Complication; Urinary incontinence; Fecal incontinence; Urinary Leakage; Surgery; Internal medicine; Pediatrics","score_opus":0.02376508003412246,"score_gpt":0.3694104746178802,"score_spread":0.3456453945837577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160147908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49910352,0.00024623098,0.016683357,0.002025793,0.0034487646,0.0012488788,0.00009472644,0.00026723568,0.47688147],"genre_scores_gemma":[0.73510325,0.000020882277,0.0048889527,0.00118642,0.00015462808,0.00012830745,0.000008307163,0.000019431445,0.25848985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820805,0.00026323463,0.00034066863,0.00028747894,0.00028588256,0.0006147124],"domain_scores_gemma":[0.99913025,0.00012872601,0.0001064461,0.0003746407,0.000052776573,0.00020713628],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043673647,0.0001703476,0.00020332064,0.000091237685,0.00025235693,0.000019172876,0.000172011,0.00011698051,0.0066205026],"category_scores_gemma":[0.000087254324,0.00015145821,0.00007562695,0.00010802149,0.000027224301,0.00015712844,0.00011962683,0.00042280543,0.0016875748],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009189516,0.00006227163,0.7728296,0.000066797475,0.00009518052,0.000022475135,0.0006175983,0.0000018460753,0.00028100365,0.020395922,0.20235732,0.0031780931],"study_design_scores_gemma":[0.001541312,0.00008024707,0.18770993,0.0000484134,0.00005467222,8.8399406e-7,0.0011843434,0.000015272959,0.0001633624,0.00075597677,0.80820966,0.00023594483],"about_ca_topic_score_codex":0.00012838833,"about_ca_topic_score_gemma":0.00026824564,"teacher_disagreement_score":0.6058523,"about_ca_system_score_codex":0.000088432935,"about_ca_system_score_gemma":0.00024137627,"threshold_uncertainty_score":0.9990897},"labels":[],"label_agreement":null},{"id":"W2160363934","doi":"10.11124/01938924-200907170-00001","title":"Thickened fluids for people with dementia in residential aged care facilities: a comprehensive systematic review","year":2009,"lang":"en","type":"article","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Dementia; Dysphagia; Medicine; Older people; Medical prescription; Gerontology; Nursing; Surgery; Pathology; Disease","score_opus":0.06517720755735087,"score_gpt":0.43264537249811225,"score_spread":0.3674681649407614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160363934","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053514555,0.5503232,0.018389903,0.0030610515,0.0009504122,0.37193686,0.00064088433,0.00014362643,0.0010395584],"genre_scores_gemma":[0.7845495,0.13210362,0.0068649985,0.0062906574,0.00017327072,0.06412817,0.004169298,0.00010322911,0.0016172904],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928388,0.0019457791,0.0039874637,0.00035724664,0.00052466255,0.00034605336],"domain_scores_gemma":[0.99510443,0.0006018251,0.002887586,0.0010118487,0.000325023,0.00006929162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005497405,0.0002878139,0.0020175865,0.00012038423,0.0003648087,0.000029076878,0.00018679589,0.00003767363,0.00015798812],"category_scores_gemma":[0.00038759765,0.00015851262,0.00013443832,0.00027490972,0.000029396937,0.00029860387,0.0000901188,0.00013172186,0.0000062860167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000164319,0.000023013705,0.00058655103,0.9850241,0.00014986254,0.000008148173,0.005892201,4.6612055e-7,0.00007428843,0.00059797347,0.007603218,0.000023727245],"study_design_scores_gemma":[0.001647194,0.00031318466,0.003118696,0.907123,0.003958888,0.000036087393,0.08165796,0.000025382004,0.000025177482,0.00013583139,0.0016228493,0.00033572913],"about_ca_topic_score_codex":0.0003767613,"about_ca_topic_score_gemma":0.0013118408,"teacher_disagreement_score":0.73103493,"about_ca_system_score_codex":0.00008656216,"about_ca_system_score_gemma":0.00012458621,"threshold_uncertainty_score":0.6463957},"labels":[],"label_agreement":null},{"id":"W2160447150","doi":"10.1186/1743-0003-3-14","title":"A radial basis classifier for the automatic detection of aspiration in children with dysphagia","year":2006,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; North York General Hospital; Holland Bloorview Kids Rehabilitation Hospital","funders":"University of Toronto","keywords":"Dysphagia; Artificial intelligence; Accelerometer; Classifier (UML); Medicine; Pattern recognition (psychology); Computer science; Surgery","score_opus":0.00976658628833997,"score_gpt":0.29032968180205526,"score_spread":0.2805630955137153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160447150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582504,0.00008825314,0.040121764,0.0006736153,0.00022671332,0.00060189003,9.65357e-7,0.000009717963,0.000026649308],"genre_scores_gemma":[0.99707013,0.000012002777,0.0027094467,0.000019878638,0.00010201693,0.000039521317,8.717904e-7,0.000009270979,0.000036873833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922085,0.00007545124,0.00041809664,0.000061499704,0.00012430176,0.00009981195],"domain_scores_gemma":[0.99892527,0.0006408555,0.00026367552,0.000060220176,0.000093215785,0.000016745356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045521063,0.00006175775,0.00012434545,0.00016749249,0.00008163055,0.0000065927115,0.00003773952,0.000030282317,0.0000023187974],"category_scores_gemma":[0.00012250978,0.000038769696,0.00003482998,0.00013446504,0.000021176627,0.00014081429,0.000006587203,0.0001498384,1.7396087e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006635679,0.00036453592,0.7248525,0.0018286272,0.00033186638,0.0000024573508,0.003211819,0.13001701,0.019110607,0.0028899685,0.00087718875,0.11584984],"study_design_scores_gemma":[0.0011909752,0.0010205238,0.9678832,0.00010949808,0.00006693097,0.0000030368126,0.0002777627,0.028960267,0.000045244655,0.0001222437,0.00028125328,0.000039055732],"about_ca_topic_score_codex":0.000027878275,"about_ca_topic_score_gemma":0.000028648534,"teacher_disagreement_score":0.2430307,"about_ca_system_score_codex":0.000046695524,"about_ca_system_score_gemma":0.000029161767,"threshold_uncertainty_score":0.15809824},"labels":[],"label_agreement":null},{"id":"W2161229257","doi":"10.1111/jtxs.12076","title":"Age and Strength Influences on Lingual Tactile Acuity","year":2014,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute","keywords":"Psychology; Materials science; Audiology; Medicine","score_opus":0.06051969694777754,"score_gpt":0.46526475134462664,"score_spread":0.4047450543968491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161229257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652995,0.001468559,0.000044014967,0.0033391966,0.0016451041,0.00019247035,0.0000023662594,0.000021885779,0.027986892],"genre_scores_gemma":[0.99453896,0.00088357506,0.0003092517,0.0012140165,0.0007353348,0.0000044269113,3.538743e-7,0.0000067325113,0.0023073584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988761,0.00019055913,0.00038209403,0.000097789,0.0002579924,0.00019548522],"domain_scores_gemma":[0.9986513,0.00056515005,0.0004441031,0.000095238545,0.00017852821,0.00006564652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000779364,0.000114756884,0.00032666087,0.00009120473,0.00039019735,0.000012393526,0.000110047455,0.00005508482,0.000041047846],"category_scores_gemma":[0.0006037907,0.000069552014,0.000048874703,0.000064134496,0.00006388052,0.00011940717,0.00012253366,0.0005004297,0.000013011024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047783638,0.00047568415,0.19692563,0.0011880578,0.0030222216,0.00025491367,0.04382197,0.000051248546,0.00048588237,0.022927742,0.5263344,0.20403445],"study_design_scores_gemma":[0.0018673291,0.0011712036,0.35849357,0.00076042087,0.0002648099,0.00000404441,0.031553987,0.000015466181,0.0000605455,0.0060397927,0.5995454,0.0002233977],"about_ca_topic_score_codex":0.0000065154914,"about_ca_topic_score_gemma":0.000059360413,"teacher_disagreement_score":0.20381105,"about_ca_system_score_codex":0.000047281777,"about_ca_system_score_gemma":0.000036740767,"threshold_uncertainty_score":0.30011222},"labels":[],"label_agreement":null},{"id":"W2161274246","doi":"10.1044/1092-4388(2013/13-0005)","title":"Influence of the Perceived Taste Intensity of Chemesthetic Stimuli on Swallowing Parameters Given Age and Genetic Taste Differences in Healthy Adult Women","year":2014,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Tongue; Stimulus (psychology); Audiology; Taste; Psychology; Perception; Intensity (physics); Developmental psychology; Medicine; Dentistry; Pathology; Neuroscience; Cognitive psychology","score_opus":0.06970171669955558,"score_gpt":0.4126424348581732,"score_spread":0.3429407181586176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161274246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806654,0.00009277264,0.0000067139076,0.001246892,0.000045899924,0.00034281902,0.0000010794037,0.000002796975,0.00019445356],"genre_scores_gemma":[0.9987411,0.00026953418,0.00056754774,0.0002324855,0.00003488411,0.0000070472106,1.9349177e-7,0.000008682539,0.00013853516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787676,0.0005162166,0.0005231945,0.00014678664,0.000548408,0.00038864464],"domain_scores_gemma":[0.9987288,0.00045559308,0.00025042167,0.00019619988,0.00024602265,0.00012293908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020240743,0.00009503557,0.000384774,0.00027523466,0.00016933504,0.000015653788,0.00022553913,0.0000660043,0.000013403434],"category_scores_gemma":[0.0005034281,0.000061639614,0.000036258283,0.00020542985,0.00017712626,0.00007710345,0.00025627261,0.0008722143,0.000001287568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010427209,0.00019258143,0.8743427,0.0017759646,0.00009839785,0.00017164875,0.07188099,0.00014419807,0.030839391,0.00013740093,0.00009280919,0.019281223],"study_design_scores_gemma":[0.0010786887,0.00091200275,0.979143,0.0013103827,0.000010286632,0.0000055204628,0.016644087,0.0002200901,0.00034895033,0.00024422037,0.000026481332,0.0000562751],"about_ca_topic_score_codex":0.00065694324,"about_ca_topic_score_gemma":0.00012524416,"teacher_disagreement_score":0.10480034,"about_ca_system_score_codex":0.000101222846,"about_ca_system_score_gemma":0.00009347211,"threshold_uncertainty_score":0.3789386},"labels":[],"label_agreement":null},{"id":"W2162710479","doi":"10.1044/sasd15.4.19","title":"Food for Thought","year":2006,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine","score_opus":0.021859970022196362,"score_gpt":0.3491056451716742,"score_spread":0.32724567514947783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162710479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70321363,0.007822287,0.026001489,0.011355454,0.0031911805,0.005335745,0.00006749176,0.0013821336,0.2416306],"genre_scores_gemma":[0.9813765,0.00036220276,0.0034657628,0.00093608425,0.0005943995,0.00076309295,0.000059889797,0.00012754342,0.01231448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961381,0.00027004638,0.0006942581,0.0011231975,0.00052250683,0.0012518893],"domain_scores_gemma":[0.99816585,0.00075726537,0.00021665434,0.0005266121,0.00014474572,0.00018885422],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010267509,0.00055216,0.00062781887,0.00034490915,0.001942732,0.00010092057,0.00034775844,0.00027883472,0.0001521884],"category_scores_gemma":[0.00021409683,0.0005275736,0.00035316343,0.0003672421,0.0001428701,0.00039918913,0.00017364969,0.00065946986,0.00009905052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012463199,0.0021619499,0.08137776,0.0009841811,0.0022118748,0.000022229147,0.026233936,0.0004023631,0.0018796542,0.81454706,0.053795647,0.015137013],"study_design_scores_gemma":[0.024074974,0.0049650227,0.11584249,0.0010879235,0.0012502343,0.0000025309128,0.22033349,0.0035229072,0.00033970055,0.06913167,0.55540353,0.0040455256],"about_ca_topic_score_codex":0.00021122985,"about_ca_topic_score_gemma":0.00037745538,"teacher_disagreement_score":0.7454154,"about_ca_system_score_codex":0.00028919478,"about_ca_system_score_gemma":0.00011767897,"threshold_uncertainty_score":0.9997176},"labels":[],"label_agreement":null},{"id":"W2163745189","doi":"10.1016/s1072-7515(01)01082-1","title":"Thoracoscopic Extraction of A Dobbhoff Feeding Tube Knotted in The Pleural Space","year":2001,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Extraction (chemistry); Chest tube; Tube (container); Surgery; Chromatography","score_opus":0.039755022653149584,"score_gpt":0.39844662021553834,"score_spread":0.3586915975623888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163745189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775942,0.00006964807,0.00015105293,0.016143933,0.0007998703,0.0004301564,0.000013021341,0.0000057991665,0.0047923257],"genre_scores_gemma":[0.99717987,0.00026376537,0.0004008663,0.00039254775,0.000101171856,0.00001008644,4.463438e-7,0.000012671466,0.0016385621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741995,0.0007833431,0.0008772998,0.00009287125,0.0005256884,0.0003008472],"domain_scores_gemma":[0.9963254,0.0010411554,0.002089786,0.00027876292,0.00021280682,0.00005214389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019925938,0.00012018714,0.0004808688,0.00027256095,0.00021412378,0.000004732179,0.00045837482,0.000036207017,0.00011539615],"category_scores_gemma":[0.00026039357,0.00006880824,0.00019384047,0.0012288925,0.0001469077,0.00018300625,0.00010448577,0.00059477065,0.0000030531182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084743305,0.0006224635,0.89882797,0.00014514846,0.00029848507,0.00011588844,0.0024058183,0.00024032177,0.011928626,0.002880148,0.080038585,0.0016491082],"study_design_scores_gemma":[0.0011035375,0.00030205696,0.9260553,0.00051973393,0.00016521048,0.000048729416,0.041642834,0.00016803356,0.00021427782,0.00039186788,0.02927483,0.00011358338],"about_ca_topic_score_codex":0.0006919628,"about_ca_topic_score_gemma":0.00045405354,"teacher_disagreement_score":0.050763756,"about_ca_system_score_codex":0.0001414749,"about_ca_system_score_gemma":0.0002761222,"threshold_uncertainty_score":0.28059185},"labels":[],"label_agreement":null},{"id":"W2165133729","doi":"10.1016/j.jcomdis.2009.07.003","title":"Kinematics of disease progression in bulbar ALS","year":2009,"lang":"de","type":"article","venue":"Journal of Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Psychology; Intelligibility (philosophy); Amyotrophic lateral sclerosis; Audiology; Connected speech; Disease; Physical medicine and rehabilitation; Medicine; Pathology","score_opus":0.03226217986965902,"score_gpt":0.4309544339529903,"score_spread":0.3986922540833313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165133729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51870835,0.1399079,0.0057690777,0.29378027,0.0030244833,0.0063581727,0.00003449909,0.00007072522,0.03234653],"genre_scores_gemma":[0.9361782,0.057615597,0.0052513205,0.0005490555,0.000063112704,0.000009608132,0.000020224503,0.000017148499,0.00029573985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957922,0.001210528,0.0019895013,0.00010725687,0.00060155883,0.00029896165],"domain_scores_gemma":[0.99553454,0.00038900235,0.0027087466,0.0008654555,0.0003043331,0.00019791287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021142936,0.00019093994,0.0005292597,0.00044621748,0.00018250871,0.000021860975,0.0007982131,0.00013130382,0.00024446534],"category_scores_gemma":[0.0003916216,0.00016657014,0.00018762273,0.00044413915,0.000098695826,0.0003134361,0.00018427265,0.0008137868,0.000028140319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041179876,0.020980483,0.3478768,0.004603907,0.0011448707,0.000027746035,0.031602375,0.009230729,0.0003060123,0.095183924,0.15520458,0.3297206],"study_design_scores_gemma":[0.007822041,0.0012468421,0.79560786,0.012522276,0.0008969946,4.5785077e-7,0.006340511,0.0038859034,0.00002484472,0.056472704,0.1146625,0.0005170474],"about_ca_topic_score_codex":0.00002411294,"about_ca_topic_score_gemma":0.00004681195,"teacher_disagreement_score":0.4477311,"about_ca_system_score_codex":0.00013298323,"about_ca_system_score_gemma":0.0003915434,"threshold_uncertainty_score":0.6792533},"labels":[],"label_agreement":null},{"id":"W2165241524","doi":"10.1044/sasd12.1.1-a","title":"2003 Medicare Fee Schedule","year":2003,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Reimbursement; Schedule; Family medicine; Medicare Part B; Health care; Physical therapy; Surgery; Management; Finance; Business","score_opus":0.020480896419918578,"score_gpt":0.3537837602735836,"score_spread":0.33330286385366503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165241524","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43447575,0.010403285,0.004410078,0.005849778,0.0039290073,0.0025664307,0.000015532767,0.0009772107,0.53737295],"genre_scores_gemma":[0.9815146,0.0015630231,0.0026042105,0.0018662651,0.0001830293,0.0003268709,0.000024485918,0.00012729663,0.011790227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99472666,0.0008745509,0.00074428174,0.0012997603,0.0008988123,0.0014559637],"domain_scores_gemma":[0.9978458,0.0004468086,0.00022355778,0.0007491051,0.00026033807,0.00047436525],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017787805,0.0006527205,0.0007316887,0.00040928242,0.0020406118,0.000096727104,0.0004076919,0.0003718596,0.00130613],"category_scores_gemma":[0.0015032694,0.0006209332,0.00023153306,0.00088670803,0.00023753852,0.00047191515,0.00018129908,0.001365362,0.0005011083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039312165,0.0021157083,0.24421579,0.00074069755,0.0031820782,0.00014182008,0.08650913,0.00013870688,0.001343144,0.5955765,0.05045106,0.015192246],"study_design_scores_gemma":[0.013238453,0.0011303059,0.049417596,0.0011675974,0.0007728045,0.0000050880203,0.4660244,0.00086411746,0.00023772473,0.0072058374,0.45699105,0.0029450082],"about_ca_topic_score_codex":0.00012982309,"about_ca_topic_score_gemma":0.00012583566,"teacher_disagreement_score":0.5883707,"about_ca_system_score_codex":0.00038672352,"about_ca_system_score_gemma":0.00035237736,"threshold_uncertainty_score":0.9996242},"labels":[],"label_agreement":null},{"id":"W2165303302","doi":"10.1044/1092-4388(2012/11-0259)","title":"Spatiotemporal Coupling of the Tongue in Amyotrophic Lateral Sclerosis","year":2012,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; ALS Society of Canada; University of Wisconsin-Madison","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Tongue; Psychology; Medicine; Audiology; Disease; Pathology","score_opus":0.18381533789848503,"score_gpt":0.48267957889747676,"score_spread":0.2988642409989917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165303302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552035,0.0008785437,0.0000072915354,0.0020055238,0.00026084084,0.00024513825,9.0446133e-7,0.0000032994578,0.001078125],"genre_scores_gemma":[0.9981002,0.00027115023,0.0003399562,0.0001020962,0.00031315224,0.000003898915,4.142776e-7,0.000010058465,0.00085903244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998358,0.00016153783,0.0004398549,0.00006876114,0.00054357824,0.00042824738],"domain_scores_gemma":[0.99919474,0.0002198047,0.00017974207,0.00014893695,0.00016287489,0.00009390158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046413825,0.00006157182,0.00019316445,0.00026257156,0.00020920258,0.000014655941,0.00017464728,0.000063679414,0.00014618484],"category_scores_gemma":[0.0001520695,0.000039470644,0.00004446283,0.00028616792,0.000059064154,0.00021579245,0.00026582277,0.0010235632,0.00000658895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059795973,0.00007385101,0.9728421,0.00018247117,0.000026224396,0.000020448078,0.00689851,0.00000869572,0.01475014,0.00040050887,0.0010120445,0.003725198],"study_design_scores_gemma":[0.00074297166,0.00007110596,0.98830324,0.0007382978,0.000009796775,0.0000043993946,0.0070244307,0.00011543623,0.0018127104,0.00009952139,0.0010274929,0.000050576946],"about_ca_topic_score_codex":0.0010092949,"about_ca_topic_score_gemma":0.00015585532,"teacher_disagreement_score":0.015461147,"about_ca_system_score_codex":0.000109264365,"about_ca_system_score_gemma":0.00010849796,"threshold_uncertainty_score":0.44469297},"labels":[],"label_agreement":null},{"id":"W2165509883","doi":"10.1016/j.compbiomed.2010.09.002","title":"Understanding the statistical persistence of dual-axis swallowing accelerometry signals","year":2010,"lang":"en","type":"article","venue":"Computers in Biology and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Swallowing; Chin; Persistence (discontinuity); Detrended fluctuation analysis; Statistical analysis; Anthropometry; Psychology; Statistics; Audiology; Physical medicine and rehabilitation; Medicine; Mathematics; Geology; Anatomy; Dentistry","score_opus":0.17998119719667766,"score_gpt":0.45646892572398734,"score_spread":0.2764877285273097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165509883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7197296,0.0003337325,0.24825823,0.01121922,0.0043895463,0.0007153283,0.0000057056586,0.00003807125,0.015310583],"genre_scores_gemma":[0.9967252,0.0001054443,0.0016593786,0.0012621088,0.00013529355,0.000010141339,0.000009650213,0.0000039411134,0.00008885728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990527,0.00019538394,0.0002903,0.00016232637,0.00007179657,0.00022748376],"domain_scores_gemma":[0.9979178,0.0017845861,0.00009007116,0.0001343551,0.000021727481,0.000051459654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011439343,0.0000800259,0.00022792598,0.00011622596,0.00020618273,0.0000013891188,0.00012155926,0.00010108702,0.00025605626],"category_scores_gemma":[0.0001670878,0.00004728181,0.000013289445,0.00014215785,0.00046213454,0.000028772456,0.00014268144,0.0004569323,0.0000027271633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076532684,0.00006240302,0.39430687,0.00026375175,0.00014225935,0.000020902411,0.007146738,0.000003899981,0.012895348,0.56835395,0.010935506,0.005791823],"study_design_scores_gemma":[0.007651691,0.0014361022,0.77537984,0.0013197195,0.00023617221,0.000012582607,0.049876034,0.0058366065,0.00007019229,0.14262088,0.015063497,0.00049670023],"about_ca_topic_score_codex":0.00003508305,"about_ca_topic_score_gemma":0.00005045433,"teacher_disagreement_score":0.4257331,"about_ca_system_score_codex":0.000029084486,"about_ca_system_score_gemma":0.00003131529,"threshold_uncertainty_score":0.28036365},"labels":[],"label_agreement":null},{"id":"W2166561139","doi":"10.1044/sasd18.2.49","title":"Rationale for Strength and Skill Goals in Tongue Resistance Training: A Review","year":2009,"lang":"en","type":"review","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Tongue; Resistance training; Dysphagia; Swallowing; Medicine; Adaptation (eye); Physical medicine and rehabilitation; Resistance (ecology); Physical therapy; Psychology; Dentistry; Neuroscience; Surgery; Pathology","score_opus":0.07273132194325592,"score_gpt":0.43749378691083224,"score_spread":0.3647624649675763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166561139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007807229,0.9703735,0.00025322233,0.0024283424,0.00046550078,0.0075820647,0.00006045489,0.00018308558,0.018575754],"genre_scores_gemma":[0.0005591752,0.98528713,0.0015690603,0.0011849345,0.000222393,0.0024073345,0.00021080546,0.00014905026,0.008410102],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99383277,0.00090430374,0.0016596644,0.0017913345,0.0005843433,0.001227609],"domain_scores_gemma":[0.9962517,0.0020324804,0.0006506548,0.000652662,0.00012731222,0.0002851671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002388925,0.0010670152,0.0031488556,0.0006249849,0.0009598673,0.0000963783,0.00045468242,0.0005408083,0.0000888246],"category_scores_gemma":[0.0008873193,0.0009801193,0.00063765456,0.00065528986,0.00014509702,0.00036838773,0.00016899104,0.0014287798,0.000024482271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010805655,0.0005982013,0.000100311714,0.065482385,0.001137744,0.00003126473,0.021578329,0.0000022167017,5.4750757e-7,0.031875324,0.0107218465,0.8683638],"study_design_scores_gemma":[0.0019356288,0.00020572309,0.00013830312,0.075517945,0.0010806393,0.0000010099355,0.015527931,0.000018458746,5.4642026e-8,0.0011881588,0.903399,0.0009871573],"about_ca_topic_score_codex":0.00003537152,"about_ca_topic_score_gemma":0.00043017638,"teacher_disagreement_score":0.8926771,"about_ca_system_score_codex":0.0005439307,"about_ca_system_score_gemma":0.00055642537,"threshold_uncertainty_score":0.99926496},"labels":[],"label_agreement":null},{"id":"W2167431752","doi":"10.1017/s0012162205000289","title":"Comparison of clinical and videofluoroscopic evaluation of children with feeding and swallowing difficulties","year":2005,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University; Hamilton Health Sciences","keywords":"Swallowing; Medicine; Clinical judgement; Confidence interval; Dysphagia; Physical therapy; Prospective cohort study; Surgery; Intensive care medicine; Internal medicine","score_opus":0.1014913693916379,"score_gpt":0.47283717513252416,"score_spread":0.37134580574088627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167431752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036527,0.00041040828,0.00003478314,0.0050633126,0.00025335228,0.00078181823,0.0000012239974,0.000021040187,0.0030688113],"genre_scores_gemma":[0.997324,0.00013075945,0.0008689352,0.0014262157,0.00014798318,0.000029919383,0.000018077377,0.000011980753,0.000042143332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790776,0.00034634036,0.00088379305,0.00027547654,0.0003729602,0.00021366094],"domain_scores_gemma":[0.9990846,0.00029688585,0.00037034677,0.00008942731,0.000082378436,0.00007637943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013440647,0.00013913792,0.00055326347,0.00012485127,0.00018170223,0.0000015107523,0.00008054138,0.00009672847,0.00012219088],"category_scores_gemma":[0.00019530309,0.00009990382,0.000014577998,0.00009479066,0.00031431066,0.00008284924,0.0001541824,0.00034654542,0.0000020368013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009941174,0.000072400646,0.97131974,0.00005542114,0.00009462394,3.6720732e-7,0.0023212438,0.000005904855,0.00017600562,0.0002089901,0.00061129744,0.025034586],"study_design_scores_gemma":[0.0044951392,0.0006002422,0.9924532,0.00018174727,0.0001735412,0.000005853066,0.00083406287,0.00030918274,0.00014286015,0.000016429101,0.0007090389,0.000078685516],"about_ca_topic_score_codex":0.000041776584,"about_ca_topic_score_gemma":0.00012879919,"teacher_disagreement_score":0.0249559,"about_ca_system_score_codex":0.000015701487,"about_ca_system_score_gemma":0.00007440861,"threshold_uncertainty_score":0.40739593},"labels":[],"label_agreement":null},{"id":"W2168743863","doi":"10.1186/1745-6215-14-126","title":"Tongue pressure profile training for dysphagia post stroke (TPPT): study protocol for an exploratory randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Trials","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada","keywords":"Dysphagia; Swallowing; Medicine; Randomized controlled trial; Tongue; Stroke (engine); Physical therapy; Aspiration pneumonia; Physical medicine and rehabilitation; Bolus (digestion); Surgery; Pneumonia; Internal medicine","score_opus":0.2683956581966752,"score_gpt":0.53120420253885,"score_spread":0.2628085443421748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168743863","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008065137,0.000016475247,0.00287358,0.00044114908,0.002282859,0.981718,0.00017803755,0.00031794992,0.00410681],"genre_scores_gemma":[0.024008028,8.4418616e-7,0.00226655,0.0004268585,0.002219558,0.942885,0.00009318281,0.000096820026,0.028003156],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98502874,0.009040461,0.00372618,0.0007048889,0.00053852366,0.0009612197],"domain_scores_gemma":[0.98303074,0.012920244,0.0022587995,0.00064777734,0.0008683555,0.00027409647],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033042207,0.00050114974,0.0046486547,0.00019773348,0.00089477445,0.00014077792,0.00045587373,0.00029307656,0.0034130386],"category_scores_gemma":[0.009389248,0.00032809176,0.0008619515,0.00010464008,0.000060318253,0.000700179,0.00011581788,0.00033057993,0.0001054872],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95044315,0.0016290254,0.000018213515,0.00042338195,0.0021677199,5.7072407e-7,0.0063049276,0.0000055287114,0.0006031885,0.0015528601,0.035267573,0.0015838444],"study_design_scores_gemma":[0.95295703,0.0040215864,0.000019797468,0.000078519006,0.0016013093,4.067172e-8,0.015618615,0.000907657,0.00006478191,0.0008034903,0.02358196,0.00034518633],"about_ca_topic_score_codex":0.00008124231,"about_ca_topic_score_gemma":0.000082534876,"teacher_disagreement_score":0.038833,"about_ca_system_score_codex":0.00006989078,"about_ca_system_score_gemma":0.000774066,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W2169590114","doi":"10.1007/s00455-009-9229-9","title":"Anthropometric and Demographic Correlates of Dual-Axis Swallowing Accelerometry Signal Characteristics: A Canonical Correlation Analysis","year":2009,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Anthropometry; Medicine; Kurtosis; Dysphagia; Audiology; Waist; Body mass index; Statistics; Dentistry; Mathematics; Internal medicine; Surgery","score_opus":0.023462330852872446,"score_gpt":0.3576386032000014,"score_spread":0.33417627234712893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169590114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827202,0.00060157006,0.0115665,0.00026190138,0.00053386606,0.00061440334,0.000025643389,0.0001113854,0.003564517],"genre_scores_gemma":[0.9973597,0.00032988007,0.00095673994,0.00024143145,0.00007983417,0.000024860325,0.00013377816,0.00001907951,0.0008546748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733454,0.00026049835,0.0009583931,0.00043995472,0.00046027204,0.00054636435],"domain_scores_gemma":[0.99817187,0.0005768899,0.0005354832,0.0003329532,0.0001844824,0.00019831286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008183463,0.0002555841,0.0006908062,0.0016853943,0.00044839128,0.000025114276,0.00016697175,0.00026074707,0.0015016617],"category_scores_gemma":[0.00017110977,0.00023852909,0.00018156096,0.004027365,0.00011002397,0.00027958147,0.000120492434,0.00054743857,0.000054648794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007072503,0.0002820287,0.98477376,0.00009422625,0.0010849226,0.00001926726,0.0005412931,0.000040852825,0.00038102115,0.0037283571,0.00058402127,0.008399553],"study_design_scores_gemma":[0.0008792666,0.0003522681,0.990087,0.00007012331,0.0014474185,0.0000011110648,0.0004863036,0.00567251,0.000020249669,0.00034077652,0.0004083552,0.00023463066],"about_ca_topic_score_codex":0.00012450438,"about_ca_topic_score_gemma":0.00003444381,"teacher_disagreement_score":0.014639508,"about_ca_system_score_codex":0.0000934171,"about_ca_system_score_gemma":0.000107210486,"threshold_uncertainty_score":0.9994111},"labels":[],"label_agreement":null},{"id":"W2171356272","doi":"10.1186/1743-0003-9-34","title":"Quantitative classification of pediatric swallowing through accelerometry","year":2012,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"University of Toronto; Bloorview Research Institute","keywords":"Swallowing; Dysphagia; Medicine; Physical medicine and rehabilitation; Accelerometer; Population; Physical therapy; Surgery; Computer science","score_opus":0.06781557401428306,"score_gpt":0.40683735356143885,"score_spread":0.3390217795471558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171356272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840429,0.00046366782,0.013250331,0.0005683815,0.001030864,0.00016568089,7.664186e-7,0.000013327156,0.00046412484],"genre_scores_gemma":[0.9831179,0.000276897,0.01629647,0.000024830526,0.00021532629,0.0000055443375,7.9341714e-7,0.000011013596,0.00005123705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989114,0.00013495875,0.00054256467,0.000060542076,0.00018969714,0.00016084602],"domain_scores_gemma":[0.99828935,0.0010148039,0.0004087622,0.00007333557,0.00015932394,0.00005441708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006741882,0.00007224877,0.0001753026,0.00022755381,0.00007524183,0.000003974557,0.000054607874,0.00003980927,0.000011053102],"category_scores_gemma":[0.0005141041,0.000059232774,0.00005613404,0.00024496432,0.000017333381,0.0005624171,0.00002335048,0.00023193912,0.000002788697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019752943,0.0003528548,0.9069892,0.002360115,0.0001541948,0.0000019493261,0.0211378,0.0011288588,0.030460132,0.031700067,0.0036330405,0.0018842241],"study_design_scores_gemma":[0.00045953895,0.00050612615,0.99162966,0.00008354887,0.00008775638,0.0000011254806,0.004983474,0.00058377505,0.000022155184,0.00019708589,0.0013826557,0.00006307304],"about_ca_topic_score_codex":0.000003172633,"about_ca_topic_score_gemma":1.8892291e-7,"teacher_disagreement_score":0.08464045,"about_ca_system_score_codex":0.000042642256,"about_ca_system_score_gemma":0.000026547375,"threshold_uncertainty_score":0.24154423},"labels":[],"label_agreement":null},{"id":"W2188754242","doi":"","title":"Alimentation et hydratation artificielles dans les cas de démence avancée","year":2015,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Humanities; Medicine; Gynecology; Philosophy","score_opus":0.09803085866424896,"score_gpt":0.3903690590486361,"score_spread":0.2923382003843872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188754242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71581566,0.0031892038,0.126775,0.06735922,0.016054869,0.0036767113,0.00012228478,0.00026355984,0.06674349],"genre_scores_gemma":[0.9426458,0.000831781,0.0038997016,0.002060979,0.0008083078,0.0005925327,0.00030237937,0.000046653022,0.048811875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953867,0.0011068858,0.0005424191,0.00037847474,0.00045819776,0.0021272835],"domain_scores_gemma":[0.9982933,0.00019682986,0.0002838629,0.0002717343,0.00009533619,0.00085898157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024828583,0.0002466729,0.00020934532,0.0000938043,0.00033587552,0.00009763786,0.0002063388,0.00021866316,0.00029306876],"category_scores_gemma":[0.00022674925,0.0002661897,0.00006736842,0.00026570182,0.00011812188,0.0006309665,0.000118281954,0.00046243522,0.000292829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021654397,0.00099555,0.4068604,0.00056560227,0.00031274479,0.00010478256,0.12985033,0.0058368626,0.00051422545,0.1743656,0.18720871,0.093168646],"study_design_scores_gemma":[0.001999243,0.000110011555,0.64121974,0.00016516233,0.00034422614,0.0000053945932,0.05413641,0.00918,0.0014249657,0.0034617884,0.28748855,0.00046453156],"about_ca_topic_score_codex":0.0024118407,"about_ca_topic_score_gemma":0.0036799284,"teacher_disagreement_score":0.23435932,"about_ca_system_score_codex":0.0020694565,"about_ca_system_score_gemma":0.00075983035,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2191758829","doi":"10.5430/jnep.v6n4p17","title":"The interprofessional collaboration between nurses and speech-language pathologists working with patients diagnosed with dysphagia in skilled nursing facilities","year":2015,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Intervention (counseling); Speech-Language Pathology; Medicine; Nursing; Health care; Swallowing; Health professionals; Pneumonia; Psychology; Family medicine; Physical therapy","score_opus":0.08541297805725115,"score_gpt":0.4838734164897423,"score_spread":0.3984604384324911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2191758829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767739,0.001075842,0.00027576784,0.009542586,0.0022598323,0.0005260611,0.0000019732763,0.000010405338,0.009533624],"genre_scores_gemma":[0.9929728,0.00015947467,0.0046423804,0.0002784035,0.00020406842,0.000018727951,0.000010243845,0.000012103193,0.0017018189],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99798965,0.0009134865,0.00041475976,0.000129493,0.000354173,0.00019841731],"domain_scores_gemma":[0.9966092,0.0018382008,0.0007957801,0.00010092667,0.00053082785,0.00012502685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014958656,0.000120296936,0.00018825676,0.00014753753,0.0005441944,0.00008400459,0.00007855618,0.00006761375,0.000006058941],"category_scores_gemma":[0.0010349826,0.000071971364,0.000009604514,0.00023335924,0.00014402557,0.0006358552,0.00001847774,0.0004581781,0.0000012404261],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023888848,0.00092580565,0.3675129,0.000041396066,0.000067689274,0.000016263142,0.2348678,0.00000556225,0.0000069146326,0.0005681186,0.005951925,0.3876467],"study_design_scores_gemma":[0.0022656014,0.0005502604,0.31573066,0.0029489268,0.00014460077,0.000043663713,0.66503984,0.000011840685,0.0000039544516,0.00043609153,0.012704261,0.000120278746],"about_ca_topic_score_codex":0.0000465441,"about_ca_topic_score_gemma":0.000088867484,"teacher_disagreement_score":0.43017206,"about_ca_system_score_codex":0.00036546055,"about_ca_system_score_gemma":0.0008329569,"threshold_uncertainty_score":0.41855586},"labels":[],"label_agreement":null},{"id":"W2200742062","doi":"10.14740/gr696w","title":"Pharyngoesophageal Obstruction on the Killian-Laimer Triangle by Zenker’s Diverticulum: Case Report and Clinical Significance","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diverticulum (mollusc); General surgery; Surgery","score_opus":0.24178430649753688,"score_gpt":0.5139329006724846,"score_spread":0.27214859417494774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200742062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785328,0.00008322742,0.00025980934,0.014097869,0.0012889766,0.0015605739,0.000018860532,0.00005882335,0.004099069],"genre_scores_gemma":[0.9860141,0.00006970596,0.00013341056,0.0018586689,0.00039125266,0.00035449665,0.00003331615,0.000024545172,0.011120499],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99326134,0.0039342446,0.00070756796,0.00057669805,0.00057209627,0.0009480488],"domain_scores_gemma":[0.9975236,0.001004802,0.00019834147,0.000572698,0.0003217651,0.0003788076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008353468,0.00016487762,0.00032474115,0.00011973335,0.0008635939,0.00002878959,0.00026982473,0.00017397817,0.00033638763],"category_scores_gemma":[0.00089562224,0.00011262789,0.00006654655,0.00017916544,0.00050177024,0.00012592439,0.00047344604,0.0015164886,0.00032856874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082626904,0.00022651014,0.46411335,0.000016435499,0.00016673935,0.006676004,0.00030006375,0.0000010266018,0.000029504561,0.00044153587,0.52626294,0.0009396052],"study_design_scores_gemma":[0.030642185,0.01113963,0.6991814,0.00020275649,0.00050486875,0.0076281833,0.030769182,0.0023973775,0.00010958742,0.0038211425,0.21287692,0.00072680233],"about_ca_topic_score_codex":0.0004221643,"about_ca_topic_score_gemma":0.0002307261,"teacher_disagreement_score":0.31338605,"about_ca_system_score_codex":0.00016820771,"about_ca_system_score_gemma":0.00013747528,"threshold_uncertainty_score":0.6642153},"labels":[],"label_agreement":null},{"id":"W2208646740","doi":"10.1016/j.clnesp.2015.03.061","title":"Prophylactic gastrostomy for head &amp; neck cancer: 5 year experience from a tertiary referral centre","year":2015,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Gastrostomy; Head and neck cancer; Surgery; Feeding tube; Radiation therapy","score_opus":0.28333123751306055,"score_gpt":0.5436271895933786,"score_spread":0.2602959520803181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208646740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97390056,0.00018923954,0.0016862405,0.014224895,0.003131638,0.0037070233,0.00017034459,0.0002012787,0.0027887803],"genre_scores_gemma":[0.96734375,0.00012287797,0.01543417,0.0042671748,0.002122101,0.001691124,0.000426874,0.000043166798,0.008548779],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976017,0.0003679691,0.00079910166,0.00047276253,0.00027014394,0.0004883613],"domain_scores_gemma":[0.9983023,0.0004268981,0.0002702256,0.00039614266,0.00023243531,0.00037202044],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005262088,0.00016365158,0.0003483401,0.000046312653,0.00022614091,0.000025743477,0.00026172886,0.00019539325,0.0009951473],"category_scores_gemma":[0.0003757993,0.00014661106,0.00012982886,0.00010821524,0.00010240167,0.0002673481,0.00016794122,0.00041614877,0.0007904324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002329426,0.001687844,0.3640499,0.00040848632,0.000089938854,0.000009517853,0.00275127,0.0000025397171,0.00022463384,0.0009794668,0.62319404,0.004272918],"study_design_scores_gemma":[0.011177203,0.000272059,0.037711754,0.0003816323,0.00009083978,1.8922134e-7,0.0047844374,0.00013064253,0.00003389948,0.0038780507,0.9412698,0.00026947912],"about_ca_topic_score_codex":0.00028533372,"about_ca_topic_score_gemma":0.0004699809,"teacher_disagreement_score":0.32633817,"about_ca_system_score_codex":0.00019999272,"about_ca_system_score_gemma":0.00022307427,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W2272600231","doi":"10.1152/ajpgi.00144.2015","title":"<i>Giardia duodenalis</i>induces paracellular bacterial translocation and causes postinfectious visceral hypersensitivity","year":2016,"lang":"en","type":"article","venue":"American Journal of Physiology-Gastrointestinal and Liver Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Irritable bowel syndrome; Intraepithelial lymphocyte; Paracellular transport; Biology; Immunology; Occludin; Dysbiosis; Diarrhea; Intestinal mucosa; Tight junction; Malabsorption; Pathology; Medicine; Internal medicine; Gut flora; Immune system; Endocrinology","score_opus":0.015715432305995834,"score_gpt":0.29481690969953017,"score_spread":0.27910147739353436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272600231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973963,0.000095493815,0.0006919173,0.001073831,0.00036767797,0.00021494932,0.000016252667,0.000029764109,0.00011383793],"genre_scores_gemma":[0.9971189,0.00046934688,0.0011787813,0.00045149546,0.0006464371,0.000010763012,0.000007210203,0.000020236856,0.000096834316],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997484,0.0009816351,0.0005533985,0.0003505307,0.0001290097,0.00050137826],"domain_scores_gemma":[0.99768126,0.00086616253,0.00083495356,0.000153255,0.00026708172,0.00019730424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004217562,0.0002706672,0.00071048184,0.0001330938,0.00030356596,0.000009333173,0.00012096083,0.000056000586,0.00011495514],"category_scores_gemma":[0.00012006498,0.00017434676,0.000105532534,0.000107580265,0.00086614635,0.00026865135,0.00011733856,0.00038800456,0.000021055113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008487345,0.00009752737,0.005638056,0.00004687858,0.00012818315,0.000021465583,0.00034095152,0.0000030637082,0.98172,0.000539586,0.00027603985,0.0103395255],"study_design_scores_gemma":[0.002331247,0.0040192315,0.986549,0.00042046854,0.00018951138,0.0005776994,0.0011733813,0.000037010846,0.0020935321,0.0010686085,0.0012327901,0.0003075049],"about_ca_topic_score_codex":0.00030343013,"about_ca_topic_score_gemma":0.000030608684,"teacher_disagreement_score":0.98091096,"about_ca_system_score_codex":0.00005306591,"about_ca_system_score_gemma":0.00013127606,"threshold_uncertainty_score":0.71096545},"labels":[],"label_agreement":null},{"id":"W2274594373","doi":"10.6000/1927-520x.2015.04.03.3","title":"Surgical Management of Cranial Cervical Esophageal Diverticulum in a Buffalo","year":2015,"lang":"en","type":"article","venue":"Journal of Buffalo Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vicryl; Diverticulum (mollusc); Fibrous joint; Dysphagia; Medicine; Surgery; Anatomy; Muscular layer; Regurgitation (circulation)","score_opus":0.05586667570523228,"score_gpt":0.41194650949976985,"score_spread":0.35607983379453756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274594373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531562,0.00038156065,0.0011632282,0.0017669317,0.002381414,0.00051352393,0.0000027790768,0.000017422091,0.040616963],"genre_scores_gemma":[0.9957179,0.00008869647,0.0030645616,0.00015076893,0.00019192375,0.000007670575,4.626126e-7,0.000008527261,0.00076950435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626505,0.0002313008,0.0010957047,0.00023064665,0.0015850043,0.0005922884],"domain_scores_gemma":[0.9981514,0.00012513113,0.00057136547,0.00024927984,0.00050746097,0.00039535644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00503451,0.0001404305,0.00040972655,0.00043704183,0.00017994842,0.000023879615,0.00083167217,0.00007491409,0.00019554251],"category_scores_gemma":[0.00010371708,0.00010672607,0.00009622787,0.0010680095,0.00029607757,0.0006173145,0.00054892217,0.000495188,0.000060684586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018493098,0.0028797516,0.79915816,0.0010559347,0.00027228275,0.006034114,0.01162272,0.0008031511,0.0009695132,0.13176656,0.031262673,0.012325855],"study_design_scores_gemma":[0.015559686,0.0013752476,0.9219226,0.0011812458,0.0002031411,0.00008576168,0.018364651,0.0024573554,0.00025832985,0.006503784,0.031607654,0.0004805096],"about_ca_topic_score_codex":0.0001378477,"about_ca_topic_score_gemma":0.000026104904,"teacher_disagreement_score":0.12526277,"about_ca_system_score_codex":0.00039573965,"about_ca_system_score_gemma":0.00061303534,"threshold_uncertainty_score":0.43521628},"labels":[],"label_agreement":null},{"id":"W2276004566","doi":"10.1007/s00455-015-9685-3","title":"Validation of Clinical Observations of Mastication in Persons with ALS","year":2016,"lang":"nl","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; National Institutes of Health; ALS Society of Canada","keywords":"Mastication; Medicine; Reliability (semiconductor); Physical medicine and rehabilitation; Range of motion; Choking; Kinematics; Swallowing; Dysphagia; Audiology; Physical therapy; Dentistry; Surgery","score_opus":0.14844967797783462,"score_gpt":0.44907554664382593,"score_spread":0.3006258686659913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276004566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96790403,0.00013931465,0.01361148,0.0066595213,0.0011401911,0.001961714,0.00018581835,0.000039274924,0.008358627],"genre_scores_gemma":[0.9833501,0.00028900217,0.004397702,0.00015548477,0.00010947594,0.000097266144,0.00005868766,0.000032512322,0.011509798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581116,0.00082513836,0.0020207814,0.00042673608,0.00048735325,0.00042880024],"domain_scores_gemma":[0.99573267,0.001681606,0.0014280695,0.0006232408,0.00040256907,0.00013182254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023073724,0.00021931028,0.0006714402,0.0002534452,0.0001034396,0.0000065991635,0.0002885888,0.0002816923,0.001696202],"category_scores_gemma":[0.000722252,0.00015353067,0.00010451044,0.0005992183,0.00022788071,0.00038166117,0.00012934182,0.00029395835,0.0002220975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032129983,0.0008673394,0.9497475,0.0006452866,0.0002968826,0.0000043305563,0.0014288748,0.000029968423,0.0024017082,0.030974833,0.008261337,0.005020641],"study_design_scores_gemma":[0.0040914775,0.00047984679,0.9853417,0.0015446263,0.00033337346,2.9874693e-7,0.0019872838,0.00031699173,0.00093649124,0.00052596483,0.0042240517,0.00021785138],"about_ca_topic_score_codex":0.00022799567,"about_ca_topic_score_gemma":0.00017750266,"teacher_disagreement_score":0.035594244,"about_ca_system_score_codex":0.00010979133,"about_ca_system_score_gemma":0.000596079,"threshold_uncertainty_score":0.9992164},"labels":[],"label_agreement":null},{"id":"W2280675984","doi":"10.2147/cia.s97481","title":"Oropharyngeal dysphagia in older persons &amp;ndash; from pathophysiology to adequate intervention: a review and summary of an international expert meeting","year":2016,"lang":"en","type":"review","venue":"Clinical Interventions in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":511,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Deutsche Forschungsgemeinschaft; Friedrich-Alexander-Universität Erlangen-Nürnberg; National Institute for Health and Care Research","keywords":"Dysphagia; Medicine; Malnutrition; Swallowing; Aspiration pneumonia; Gold standard (test); Intensive care medicine; Psychological intervention; Oropharyngeal dysphagia; Population; Rehabilitation; Intervention (counseling); Physical therapy; Pneumonia; Pediatrics; Surgery; Internal medicine; Nursing","score_opus":0.23183426263708073,"score_gpt":0.5794074596399633,"score_spread":0.3475731970028826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280675984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006024055,0.9898955,0.0007337609,0.00091796997,0.0032536255,0.0027225954,0.00024339017,0.000058149875,0.0015725973],"genre_scores_gemma":[0.00015798572,0.9895912,0.0022996706,0.0010028321,0.0004419114,0.0014730033,0.00053452945,0.00007359215,0.0044252877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892776,0.003746302,0.004997121,0.0011381477,0.00025507167,0.0005857544],"domain_scores_gemma":[0.9954099,0.0018202836,0.0015849363,0.00080871984,0.00014107788,0.00023507772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042697713,0.0004928127,0.002804249,0.0007176378,0.0001227697,0.000023827877,0.0009219949,0.00043918868,0.0033768592],"category_scores_gemma":[0.0010651759,0.00040504918,0.0011499755,0.00045605848,0.00014590623,0.00037493967,0.0015039367,0.0013909028,0.00022008787],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002544903,0.0008315266,0.0016201638,0.024453862,0.00048397217,0.00003937206,0.0004930586,1.5633822e-7,5.135995e-7,0.00031889838,0.0062467046,0.96548635],"study_design_scores_gemma":[0.0012725069,0.00014264531,0.0031343524,0.4390966,0.0005440879,0.0000011208824,0.00039193986,0.000009334528,3.872682e-8,0.00027313072,0.5547463,0.000387912],"about_ca_topic_score_codex":0.00046248102,"about_ca_topic_score_gemma":0.0009201585,"teacher_disagreement_score":0.96509844,"about_ca_system_score_codex":0.00034544955,"about_ca_system_score_gemma":0.00014395137,"threshold_uncertainty_score":0.99984014},"labels":[],"label_agreement":null},{"id":"W2292407764","doi":"10.1007/s00455-016-9699-5","title":"A Randomized Trial Comparing Two Tongue-Pressure Resistance Training Protocols for Post-Stroke Dysphagia","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":134,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Heart and Stroke Foundation of Canada","keywords":"Swallowing; Medicine; Tongue; Dysphagia; Randomized controlled trial; Bolus (digestion); Physical therapy; Surgery; Pathology","score_opus":0.09671976754457147,"score_gpt":0.44383169024078833,"score_spread":0.3471119226962169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292407764","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07382108,0.0010740669,0.113624685,0.014606303,0.01251158,0.5105507,0.0011677366,0.0027519064,0.26989198],"genre_scores_gemma":[0.567617,0.000021026335,0.008403636,0.0016163004,0.001500236,0.18076941,0.000079254736,0.00016750794,0.2398256],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99376386,0.0012638217,0.001761868,0.0009274247,0.000707116,0.0015759083],"domain_scores_gemma":[0.993939,0.003302014,0.00097533053,0.00092518993,0.00050764374,0.00035085058],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004776787,0.0005666537,0.001710641,0.00024442122,0.0010497909,0.00007821148,0.00076969794,0.00028599074,0.001454418],"category_scores_gemma":[0.0016413066,0.00038972357,0.00048591965,0.00021875912,0.00022469573,0.00053352263,0.00029977207,0.0005207775,0.0003516135],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89513683,0.00023453103,0.00074101024,0.0007501806,0.0014004025,0.000017764534,0.0027202882,0.000006131238,0.002465518,0.059803087,0.031451594,0.0052726916],"study_design_scores_gemma":[0.7501879,0.00020148288,0.0001678211,0.00061870285,0.00042798498,5.40873e-7,0.0005849198,0.00026067582,0.00019694873,0.0019914808,0.24489427,0.00046728476],"about_ca_topic_score_codex":0.00006958537,"about_ca_topic_score_gemma":0.0003316619,"teacher_disagreement_score":0.49379593,"about_ca_system_score_codex":0.0002032482,"about_ca_system_score_gemma":0.00051571603,"threshold_uncertainty_score":0.99985546},"labels":[],"label_agreement":null},{"id":"W2296382722","doi":"10.2147/copd.s99663","title":"A possible pathological link among swallowing dysfunction, gastro-esophageal reflex, and sleep apnea in acute exacerbation in COPD patients","year":2016,"lang":"en","type":"letter","venue":"International Journal of COPD","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Medicine; Swallowing; Pathological; Gastro-; Exacerbation; Obstructive sleep apnea; Sleep apnea; COPD; Dysphagia; Internal medicine; Reflex; GERD; Gastroenterology; Disease; Surgery; Reflux","score_opus":0.021013030276472302,"score_gpt":0.3499663341314091,"score_spread":0.3289533038549368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296382722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51283294,0.00042191686,0.005901639,0.45242146,0.015758159,0.0018779918,0.00011719638,0.000087799475,0.010580937],"genre_scores_gemma":[0.8271525,0.00043097514,0.0012175475,0.1532897,0.007815645,0.00014524884,0.00037822442,0.000097066,0.0094730975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959021,0.00057155924,0.0015862372,0.00035254474,0.0010815242,0.0005060166],"domain_scores_gemma":[0.9973239,0.00038869938,0.0013820207,0.00016647774,0.0006457948,0.00009313604],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011639844,0.00031276207,0.00056424143,0.0009736272,0.00010599778,0.00006857233,0.00051580835,0.00062225247,0.0003505727],"category_scores_gemma":[0.0001589577,0.00024302163,0.00013463463,0.00014583473,0.00007110073,0.00068062334,0.00028095447,0.0024692644,0.000054547836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000430694,0.00011525926,0.65310615,0.00009110289,0.0004141673,0.0023977936,0.00065715937,0.000017675547,0.000026413201,0.00015852328,0.32866246,0.01392257],"study_design_scores_gemma":[0.009020377,0.0004584757,0.8192013,0.0019668157,0.00015793456,0.000023092316,0.00017614505,0.0002794853,0.000004634208,0.0015551025,0.1667692,0.00038744672],"about_ca_topic_score_codex":0.000036620433,"about_ca_topic_score_gemma":0.000052462583,"teacher_disagreement_score":0.31431958,"about_ca_system_score_codex":0.00090493256,"about_ca_system_score_gemma":0.000166885,"threshold_uncertainty_score":0.9998321},"labels":[],"label_agreement":null},{"id":"W2296905470","doi":"10.1007/s00268-016-3442-0","title":"Evolving Management of Zenker’s Diverticulum in the Endoscopic Era: A North American Experience","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Zenker's diverticulum; Cricopharyngeal myotomy; Dysphagia; Surgery; Myotomy; Diverticulum (mollusc); Cardiothoracic surgery; Abdominal surgery; General surgery; Achalasia; Esophagus","score_opus":0.0561855500626771,"score_gpt":0.36922132377874234,"score_spread":0.3130357737160652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296905470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908723,0.00021754378,0.0003983794,0.0030377763,0.00081808364,0.00026801584,0.0000013759892,0.000008075262,0.0043784557],"genre_scores_gemma":[0.9967433,0.00074284506,0.0004937569,0.0005567794,0.000099504636,0.00003461625,3.6181405e-7,0.000009747507,0.0013190936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977632,0.00037230048,0.000896498,0.00011786703,0.0004776009,0.00037250537],"domain_scores_gemma":[0.99772465,0.0010334216,0.0008331343,0.00023797633,0.00010535108,0.0000654641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012385647,0.00011344323,0.00036543296,0.00037364967,0.00013671991,0.000008647345,0.00031330303,0.000012411278,0.00029941535],"category_scores_gemma":[0.000065092,0.000059757,0.000117781565,0.00069140317,0.00009258745,0.00026017876,0.0001356801,0.0002414717,0.000017873037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040877643,0.00009737081,0.96583736,0.000088786794,0.00007714822,0.00012331184,0.001329253,0.0000018161302,0.000047897247,0.0004637989,0.013394804,0.01849755],"study_design_scores_gemma":[0.00039511206,0.000022071683,0.9795147,0.00083665154,0.000036739286,8.0636664e-7,0.0056841993,0.0000034017974,0.000017371955,0.00005850291,0.01336204,0.0000684082],"about_ca_topic_score_codex":0.00008580191,"about_ca_topic_score_gemma":0.00044965086,"teacher_disagreement_score":0.018429141,"about_ca_system_score_codex":0.00013077653,"about_ca_system_score_gemma":0.00008261727,"threshold_uncertainty_score":0.3278388},"labels":[],"label_agreement":null},{"id":"W2314237088","doi":"10.3148/73.4.2012.189","title":"Referral Criteria for Assessment and Treatment: In an Ambulatory Dysphagia Clinic","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Covenant Health; Grey Nuns Community Hospital","funders":"","keywords":"Dysphagia; Medicine; Referral; Ambulatory; Psychological intervention; Triage; Body mass index; Physical therapy; Pneumonia; Malnutrition; Pediatrics; Emergency medicine; Family medicine; Surgery; Internal medicine; Nursing","score_opus":0.40139671199342086,"score_gpt":0.6100034744221399,"score_spread":0.208606762428719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314237088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688505,0.0038369824,0.0000569026,0.011756644,0.0010311542,0.001353821,0.00001567594,0.000005362033,0.013092981],"genre_scores_gemma":[0.9934216,0.0011560058,0.002667845,0.00044860563,0.00044076244,0.00007604061,0.0000054902703,0.000021226804,0.0017623836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967166,0.0014236331,0.0005270959,0.00016435527,0.00027437456,0.00089394266],"domain_scores_gemma":[0.9963057,0.0017420683,0.00021315098,0.00018485505,0.00042813062,0.0011261032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008121411,0.00012074783,0.0002777275,0.0005227096,0.0006478755,0.000073839794,0.0001346876,0.00013263377,0.00030490448],"category_scores_gemma":[0.0006723151,0.00009617896,0.00003260839,0.0001656099,0.0001365864,0.0011163488,0.000041632302,0.0007659581,0.000011818002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008000506,0.00085785025,0.8818895,0.0005770372,0.0005338937,0.00025944243,0.0208973,8.0697373e-7,0.00036564606,0.011478341,0.034195013,0.048145104],"study_design_scores_gemma":[0.0035451786,0.0027505746,0.58785945,0.00024090847,0.00018588512,0.000022297383,0.03936165,0.000104332416,0.0000068826675,0.0008210985,0.36490944,0.00019232187],"about_ca_topic_score_codex":0.0030054671,"about_ca_topic_score_gemma":0.011151307,"teacher_disagreement_score":0.3307144,"about_ca_system_score_codex":0.00056680915,"about_ca_system_score_gemma":0.0022266044,"threshold_uncertainty_score":0.62226915},"labels":[],"label_agreement":null},{"id":"W2314764960","doi":"10.1089/ped.2014.0348","title":"Salivary Amylase Level in Bronchoalveolar Fluid as a Marker of Chronic Pulmonary Aspiration in Children","year":2014,"lang":"en","type":"article","venue":"Pediatric Allergy Immunology and Pulmonology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Bronchoalveolar lavage; Internal medicine; Chronic cough; Aspiration pneumonia; Amylase; Drooling; Gastroenterology; Respiratory disease; Saliva; Respiratory system; Lung; Cystic fibrosis; Pulmonary aspiration; Pneumonia; Asthma; Surgery","score_opus":0.016598344784184503,"score_gpt":0.3069043649142203,"score_spread":0.2903060201300358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314764960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830945,0.0063242335,0.00038650612,0.00087652454,0.00058436004,0.000718967,0.0000066317534,0.00004608313,0.007962177],"genre_scores_gemma":[0.99149454,0.0060769725,0.00013316309,0.000403055,0.00024069501,0.00021717373,0.00009654259,0.000025036656,0.0013128127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680734,0.0010831308,0.00085410615,0.00047135522,0.00010693083,0.00067715294],"domain_scores_gemma":[0.9988107,0.00039261533,0.00032892125,0.0003681145,0.000047717698,0.00005195069],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091365277,0.00024492896,0.0005029197,0.00067217293,0.0001634977,0.0000035321318,0.00027729067,0.0006194079,0.00060116895],"category_scores_gemma":[0.00014313737,0.000248677,0.000049969127,0.00031952612,0.00014200542,0.00018694415,0.00035183437,0.00076964713,0.00014004066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035721078,0.00036026264,0.96983457,0.000095861826,0.0001520301,0.000019784171,0.00035647256,0.000035728644,0.0005167233,0.0107530495,0.00052197574,0.016996361],"study_design_scores_gemma":[0.0020655058,0.00047057797,0.9882884,0.000021232487,0.000034580844,0.0000151892655,0.00015612393,0.000475973,0.0000112813905,0.0029846167,0.005260167,0.00021634609],"about_ca_topic_score_codex":0.00200527,"about_ca_topic_score_gemma":0.0010266094,"teacher_disagreement_score":0.018453866,"about_ca_system_score_codex":0.0001607238,"about_ca_system_score_gemma":0.00026156043,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W2331116873","doi":"10.3148/cjdpr-2014-004","title":"Acceptability and Identification of Scooped Versus Molded Puréed Foods","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Florida","keywords":"Medicine; Gerontology; Environmental health","score_opus":0.1635475457265978,"score_gpt":0.5232950879587928,"score_spread":0.35974754223219496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331116873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513596,0.0011476377,0.00037826248,0.020968398,0.0008803474,0.00067928614,0.0000061225455,0.00000446551,0.02457588],"genre_scores_gemma":[0.9981991,0.0005147955,0.00046843447,0.000087665685,0.00011243687,0.000009244694,0.0000013185868,0.00000855694,0.0005984207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971579,0.0014068837,0.0005304521,0.00013835044,0.00039618346,0.00037024918],"domain_scores_gemma":[0.99557596,0.0023299481,0.00036518,0.00021827455,0.0010236355,0.0004869744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009441512,0.00006866396,0.00019608284,0.00033848325,0.00051141623,0.00005063157,0.00018423355,0.00008469751,0.00018585374],"category_scores_gemma":[0.007862605,0.000057508107,0.000026159352,0.00025674037,0.0002372866,0.00042856575,0.00006817568,0.00068509416,0.000009496195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005628369,0.0009114155,0.2919218,0.0064513115,0.0024598616,0.00019904572,0.042042334,0.000022583064,0.011406973,0.106636144,0.08408138,0.4482388],"study_design_scores_gemma":[0.008247303,0.003055035,0.5822989,0.00047647132,0.000539065,0.000016082915,0.06952117,0.00062404876,0.0007129049,0.0055924975,0.3285606,0.0003559481],"about_ca_topic_score_codex":0.0025876753,"about_ca_topic_score_gemma":0.004462976,"teacher_disagreement_score":0.44788283,"about_ca_system_score_codex":0.00011228583,"about_ca_system_score_gemma":0.0011168013,"threshold_uncertainty_score":0.9412841},"labels":[],"label_agreement":null},{"id":"W2333322641","doi":"10.1017/s0317167100013603","title":"Isolated Dysphagia after a Small Posterolateral Medullary Infarct: A Case Report","year":2012,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medullary cavity; Medicine; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.05722962374901188,"score_gpt":0.3395254820144313,"score_spread":0.2822958582654194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333322641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78230757,0.0018389148,0.000043173874,0.20347095,0.0067745536,0.00071079994,0.000050069943,0.00005010198,0.004753871],"genre_scores_gemma":[0.58791703,0.00022714745,0.0012201597,0.40593427,0.003660467,0.00003500865,0.0000060839147,0.000057589492,0.000942226],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9852719,0.004639252,0.0029849007,0.001116802,0.0014669953,0.0045201965],"domain_scores_gemma":[0.9903184,0.0014330534,0.0035466168,0.00048836693,0.0011236558,0.0030898612],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.010438796,0.0009893711,0.001404231,0.0023445538,0.0064049214,0.00085789873,0.0032837437,0.0016073809,0.002171185],"category_scores_gemma":[0.0017710013,0.00067271845,0.0005870835,0.0015874461,0.0054925303,0.0016431717,0.00039986378,0.0115137175,0.000049802195],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009450591,0.000019732259,0.27637327,0.000055231234,0.00008917174,0.6036376,0.00068354106,0.000034422163,0.0000010566397,0.000034774777,0.11831633,0.00066042045],"study_design_scores_gemma":[0.0005367315,0.02799101,0.023463283,0.00021686994,0.00038933248,0.5752517,0.0003583784,0.00025304942,0.0000010332019,0.0031999818,0.36744127,0.00089737726],"about_ca_topic_score_codex":0.0062129186,"about_ca_topic_score_gemma":0.122692674,"teacher_disagreement_score":0.25291,"about_ca_system_score_codex":0.00085284177,"about_ca_system_score_gemma":0.0088304905,"threshold_uncertainty_score":0.99968874},"labels":[],"label_agreement":null},{"id":"W2334066012","doi":"10.1248/yakushi.131.1677","title":"Stimulating Oral and Nasal Chemoreceptors for Preventing Aspiration Pneumonia in the Elderly","year":2011,"lang":"en","type":"review","venue":"YAKUGAKU ZASSHI","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"Ministry of Education, Culture, Sports, Science and Technology; Suzuken Memorial Foundation","keywords":"Swallowing; Reflex; Dysphagia; Medicine; Aspiration pneumonia; Anesthesia; Pharyngeal reflex; TRPM8; TRPV1; Pneumonia; Internal medicine; Surgery; Receptor; Transient receptor potential channel","score_opus":0.211010183692443,"score_gpt":0.4930600601353383,"score_spread":0.2820498764428953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334066012","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009683578,0.9747488,0.00048017985,0.0001606178,0.0015106526,0.010613529,0.000031006915,0.00013105491,0.01135581],"genre_scores_gemma":[0.0019880603,0.98357105,0.003194113,0.00032509564,0.00067315146,0.004231242,0.00040558117,0.00016071134,0.0054509733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685764,0.000769317,0.0010542715,0.00048270088,0.00021184009,0.00062423164],"domain_scores_gemma":[0.99784243,0.00091372745,0.0007656525,0.00035843177,0.000059785576,0.0000599824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026502379,0.00040082447,0.0009870102,0.00018981655,0.0005369254,0.00005665859,0.00037936764,0.00038338065,0.0001228444],"category_scores_gemma":[0.00021790838,0.00027455567,0.00020024447,0.00027429123,0.00003340732,0.0002082742,0.00020356245,0.0008252719,0.000059228016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006142314,0.0000469919,0.00065599073,0.012978062,0.00007635305,0.0000016337888,0.001065939,3.497927e-7,4.2426012e-7,0.0038460174,0.0012014862,0.9801206],"study_design_scores_gemma":[0.0005275218,0.00022535786,0.00044457574,0.005331237,0.00048896077,8.591069e-7,0.00067964883,0.00007572527,5.4083024e-8,0.00048763506,0.9914395,0.0002988891],"about_ca_topic_score_codex":0.00011386784,"about_ca_topic_score_gemma":0.00029071912,"teacher_disagreement_score":0.9902381,"about_ca_system_score_codex":0.0001476191,"about_ca_system_score_gemma":0.00024035381,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W2342627547","doi":"10.14288/1.0092423","title":"Evaluation of a comprehensive daily mouth care program for long-term care facilities","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Long-term care; Medicine; Business; Nursing","score_opus":0.04444894247098548,"score_gpt":0.33496473122518133,"score_spread":0.29051578875419587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342627547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887925,0.0007349318,0.00030527392,0.000057912726,0.00019436495,0.003632189,0.00046485435,0.000090479836,0.00572754],"genre_scores_gemma":[0.9974611,0.00005330252,0.0007216798,0.00003231616,0.000026949443,0.000018272076,0.0003336195,0.000008796139,0.0013439656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99847937,0.00019937016,0.00020146137,0.0002926041,0.0005345992,0.0002925772],"domain_scores_gemma":[0.9970774,0.00005340518,0.0002423443,0.00025755237,0.002295382,0.00007392064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025615463,0.000054527314,0.0003024076,0.00005614748,0.00044156736,0.000020930238,0.00022332477,0.0001198236,0.00015607914],"category_scores_gemma":[0.000021780605,0.00016897009,0.00013090839,0.00014334975,0.00010621768,0.00021830553,0.00008999392,0.00012215154,0.0000070986234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027483502,0.00012241332,0.022994656,0.0014662737,0.00009334895,0.000006363335,0.0100237,0.000014952314,0.000028977087,0.0000072242096,0.0025492448,0.9626654],"study_design_scores_gemma":[0.002897838,0.00030258732,0.83284914,0.0003390126,0.00030276182,4.0434082e-7,0.1622772,0.00010387331,4.6102454e-7,0.00010975317,0.0006941618,0.00012278666],"about_ca_topic_score_codex":0.015072922,"about_ca_topic_score_gemma":0.14530174,"teacher_disagreement_score":0.9625426,"about_ca_system_score_codex":0.00028481535,"about_ca_system_score_gemma":0.00031887184,"threshold_uncertainty_score":0.9914858},"labels":[],"label_agreement":null},{"id":"W2379350149","doi":"","title":"Effect of Electroacupuncture at \"Zusanli\" (ST 36) on Lower Esophageal Sphincter in the cats","year":2009,"lang":"en","type":"article","venue":"Chinese journal of integrated traditional and Western medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zusanli; Electroacupuncture; Medicine; CATS; Acupuncture; Anesthesia; Internal medicine; Pathology","score_opus":0.019724110843436806,"score_gpt":0.3581775221152869,"score_spread":0.33845341127185014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379350149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806935,0.00047444509,0.00005450692,0.015179577,0.00058543443,0.00037023015,0.000018975541,0.0000069308885,0.0026163633],"genre_scores_gemma":[0.9937799,0.00017093134,0.000012639898,0.0046521854,0.00072673365,0.000008006257,0.00008661262,0.000009108909,0.00055390625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793136,0.0004576608,0.000703199,0.00013717137,0.000543317,0.0002272769],"domain_scores_gemma":[0.99829715,0.00094560994,0.00040403032,0.00012444156,0.00013004993,0.00009870024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014555373,0.00025632247,0.0005603775,0.00024487733,0.00013622399,0.000005868913,0.00021008537,0.00009864827,0.0004055194],"category_scores_gemma":[0.00014641193,0.00009463416,0.00009309919,0.000270774,0.000090817135,0.00012278832,0.000010185539,0.0009297343,0.0000064105448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026128441,0.003319921,0.6379198,0.0013688105,0.0010703932,0.002707507,0.013578255,0.0001536462,0.012016749,0.009727303,0.27039814,0.021611074],"study_design_scores_gemma":[0.0057619037,0.01013134,0.975303,0.0012929592,0.0001640684,0.00014707576,0.00023654604,0.00004134529,0.00010149578,0.0030975398,0.0035975645,0.0001251593],"about_ca_topic_score_codex":0.000017118598,"about_ca_topic_score_gemma":0.00003432754,"teacher_disagreement_score":0.33738324,"about_ca_system_score_codex":0.00011780021,"about_ca_system_score_gemma":0.000065989225,"threshold_uncertainty_score":0.44401526},"labels":[],"label_agreement":null},{"id":"W2397285313","doi":"10.1016/s1155-1968(20)50488-4","title":"10.1016/s1155-1968(20)50488-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.018850755478359228,"score_gpt":0.31020191934833724,"score_spread":0.291351163869978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397285313","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002964982,0.00003129224,0.000005716747,0.0020215977,0.00001245077,0.0008910866,0.000015982858,0.00030050124,0.99642485],"genre_scores_gemma":[0.00010994458,8.161505e-7,0.00025732475,0.000604394,0.00029212318,0.00019828249,0.00004765292,0.000038388403,0.99845105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983213,0.00016995173,0.0003495753,0.00029758987,0.00025954677,0.0006020356],"domain_scores_gemma":[0.9991057,0.000110596826,0.00006345523,0.00043894557,0.000056385612,0.00022493143],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003986661,0.00017570588,0.00022681431,0.000103668935,0.000390464,0.000018311712,0.00028627092,0.000103345374,0.9994259],"category_scores_gemma":[0.000025328269,0.00016266498,0.000058694874,0.00024791967,0.000021663851,0.00013317716,0.000138102,0.00028246836,0.998997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057877744,0.000051987605,0.0000017804758,0.000028090088,0.000031411942,0.000005204326,0.000066822045,0.000013292456,0.000011090216,0.000021004938,0.7831792,0.21653223],"study_design_scores_gemma":[0.0005474043,0.000108431086,0.00019064652,0.000050080023,0.000037755435,3.3916498e-7,0.000017852599,0.00010178706,0.0000043205246,0.00003297312,0.99871546,0.00019294249],"about_ca_topic_score_codex":0.00005015454,"about_ca_topic_score_gemma":0.0000020061384,"teacher_disagreement_score":0.21633929,"about_ca_system_score_codex":0.00011404213,"about_ca_system_score_gemma":0.00008720791,"threshold_uncertainty_score":0.6633285},"labels":[],"label_agreement":null},{"id":"W2402400940","doi":"10.1017/s0317167100052756","title":"Tube Feeding in Stroke Patients: A Medical and Ethical Perspective","year":2001,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatoon City Hospital","funders":"","keywords":"Stroke (engine); Dysphagia; Neurology; Swallowing; Medicine; Rehabilitation; Perspective (graphical); Acute stroke; Intensive care medicine; Physical therapy; Physical medicine and rehabilitation; Surgery; Psychiatry; Emergency department","score_opus":0.10038039140794529,"score_gpt":0.4304443170209522,"score_spread":0.3300639256130069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402400940","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17735626,0.7927492,0.000013804224,0.008372404,0.0031556662,0.0010445709,0.000031316336,0.00002876386,0.017247973],"genre_scores_gemma":[0.03102594,0.9625672,0.00036595375,0.0052779363,0.0006101368,0.000020321546,8.9459496e-7,0.00002775954,0.00010383909],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98808163,0.004809958,0.0022817596,0.00088133203,0.0016752131,0.0022700885],"domain_scores_gemma":[0.9913331,0.0029551855,0.0018307689,0.00016439611,0.00065500586,0.0030615423],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.013228393,0.0006243764,0.0019246165,0.0024755872,0.0036877822,0.00041743624,0.0027690574,0.0013084267,0.0006723926],"category_scores_gemma":[0.009692097,0.0003937185,0.0004028942,0.0021488962,0.0058887643,0.0006333749,0.00032934253,0.009603159,0.0000092895925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008508144,0.00012028323,0.6453191,0.0009351878,0.00013531098,0.025025606,0.0018879598,0.00004414812,4.8915542e-8,0.018205788,0.004541809,0.30369967],"study_design_scores_gemma":[0.0013018048,0.04775842,0.027999574,0.005970512,0.0004425237,0.009672217,0.002943603,0.00022151845,3.5779703e-8,0.015455645,0.88709724,0.0011369033],"about_ca_topic_score_codex":0.0033491484,"about_ca_topic_score_gemma":0.15327673,"teacher_disagreement_score":0.8825554,"about_ca_system_score_codex":0.0012972344,"about_ca_system_score_gemma":0.012915918,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2410516976","doi":"10.1177/082585971503100403","title":"Dysphagia in a Palliative Care Setting — A Coordinated Overview of Caregivers' Responses to Dietary Changes: The DysCORD Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Journal of Palliative Care","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Grace (Canada); University of Toronto","funders":"","keywords":"Dysphagia; Feeling; Qualitative research; Swallowing; Palliative care; Medicine; Aged care; Psychology; Nursing; Family medicine; Social psychology; Surgery","score_opus":0.2469544801549713,"score_gpt":0.5309393433737464,"score_spread":0.2839848632187751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410516976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822414,0.0067300964,0.00020389145,0.0043106293,0.0010215887,0.0035418142,0.00017911455,0.000023252935,0.0017482016],"genre_scores_gemma":[0.99753475,0.00021769515,0.0006110462,0.00075329316,0.00015264026,0.00017199066,0.000017731763,0.00003545903,0.0005053874],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926337,0.004365462,0.0011926119,0.00032315816,0.0009559829,0.00052906526],"domain_scores_gemma":[0.99200165,0.0018887625,0.0016624412,0.00034817506,0.0038407294,0.00025821215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002531985,0.00034619996,0.00088960933,0.0004721173,0.00028333397,0.000020260082,0.000601419,0.0001196407,0.00006973098],"category_scores_gemma":[0.0016689575,0.00023700486,0.00015645968,0.0010078691,0.00008571867,0.00020731002,0.0004085863,0.00093751674,0.00001859986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012003143,0.0001318427,0.21759921,0.00046437385,0.00044040676,0.000112135356,0.7747409,0.00005553385,0.000031239022,0.00014819854,0.0041714655,0.00090442365],"study_design_scores_gemma":[0.0034927798,0.0021227074,0.20093077,0.0014938031,0.00021690018,1.3030478e-7,0.78906465,0.000008321057,0.000028142076,0.00009423011,0.0023602832,0.00018729911],"about_ca_topic_score_codex":0.00073072955,"about_ca_topic_score_gemma":0.007802181,"teacher_disagreement_score":0.016668437,"about_ca_system_score_codex":0.0014937728,"about_ca_system_score_gemma":0.00094372727,"threshold_uncertainty_score":0.9664778},"labels":[],"label_agreement":null},{"id":"W2415659506","doi":"10.1177/070674370304800210","title":"Zenker's Diverticulum and Psychosis in the Elderly","year":2003,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Psychosis; Diverticulum (mollusc); Medicine; Psychology; Psychiatry; Surgery","score_opus":0.029068455435650783,"score_gpt":0.3341477931573209,"score_spread":0.3050793377216701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415659506","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035490508,0.0023665396,0.000014203902,0.9677851,0.008208718,0.00060886616,0.000015363354,0.000003608597,0.017448528],"genre_scores_gemma":[0.008433206,0.000209805,0.0004426027,0.9826419,0.0038023733,0.00003507827,0.000008491032,0.000044906832,0.0043816613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969202,0.001123003,0.00072000624,0.00016816592,0.00038701814,0.00068157015],"domain_scores_gemma":[0.99844843,0.00021392753,0.0006093501,0.00044371007,0.00010125971,0.00018332781],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001776083,0.00024269524,0.0003420317,0.00034654117,0.000953413,0.00008703338,0.0008480362,0.0004380478,0.00057057996],"category_scores_gemma":[0.00004088546,0.00013353956,0.00013301484,0.00025874126,0.000120895646,0.00009375938,0.000021871581,0.004571077,0.000053475516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043321884,0.0000075268104,0.041336376,0.00009628601,0.00011716204,0.00009216628,0.0011297507,6.3145507e-7,2.9191861e-8,0.0024254858,0.9544029,0.00038732972],"study_design_scores_gemma":[0.00055308273,0.00013415232,0.01724951,0.00032733777,0.0002185541,0.00003504089,0.003297847,0.0000011945033,1.4248351e-8,0.013814992,0.9642122,0.00015611753],"about_ca_topic_score_codex":0.02546066,"about_ca_topic_score_gemma":0.5729968,"teacher_disagreement_score":0.54753613,"about_ca_system_score_codex":0.0002088866,"about_ca_system_score_gemma":0.0022677032,"threshold_uncertainty_score":0.9977254},"labels":[],"label_agreement":null},{"id":"W2416344675","doi":"","title":"Suction cautery use in lingual tonsillectomy.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tonsillectomy; Suction; Surgery","score_opus":0.07366871514291388,"score_gpt":0.36306740836841406,"score_spread":0.28939869322550016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416344675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92422694,0.000034000393,0.00001666569,0.00085934927,0.0007673845,0.001303816,0.0000022182444,0.00012045383,0.0726692],"genre_scores_gemma":[0.8843051,0.00008007318,0.00009854124,0.0010975099,0.00019261404,0.0020211753,0.0000122046895,0.000013636714,0.11217915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987493,0.0001728078,0.0002642542,0.00018687783,0.00013125525,0.0004954914],"domain_scores_gemma":[0.9995557,0.00012228994,0.000044989498,0.00017974929,0.00002208452,0.00007518613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043864222,0.00008323199,0.00011923194,0.000119332646,0.00014787047,0.000015688354,0.00007677239,0.0000770607,0.0010554276],"category_scores_gemma":[0.00005725887,0.00007851752,0.000025436906,0.00022915733,0.0000136843755,0.00024794624,0.000037515772,0.0002556165,0.00026281102],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001569868,0.00019999439,0.3823978,0.00008620241,0.00005323303,0.00006523959,0.0019302979,0.00010414906,0.000005214936,0.0013942062,0.065782286,0.5478244],"study_design_scores_gemma":[0.00059596845,0.000004912487,0.7472253,0.000010600742,0.000008537589,3.7840314e-7,0.00014946194,0.000043139502,0.000008034463,0.00011979237,0.2517557,0.00007816938],"about_ca_topic_score_codex":0.0007764667,"about_ca_topic_score_gemma":0.0010642951,"teacher_disagreement_score":0.54774624,"about_ca_system_score_codex":0.00016771574,"about_ca_system_score_gemma":0.000037529204,"threshold_uncertainty_score":0.9998577},"labels":[],"label_agreement":null},{"id":"W2418776990","doi":"10.1177/2396987316651759","title":"Clinical risk scores for predicting stroke-associated pneumonia: A systematic review","year":2016,"lang":"en","type":"review","venue":"European Stroke Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Stroke (engine); Dysphagia; Physical therapy; Clinical trial; Pneumonia; Statistic; Internal medicine; Statistics; Surgery","score_opus":0.12212247644371484,"score_gpt":0.48447657297531355,"score_spread":0.3623540965315987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418776990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028798863,0.9677013,0.0017843355,0.00012745206,0.004561328,0.009365595,0.0008678786,0.00019783757,0.015391349],"genre_scores_gemma":[0.0000043511845,0.9540339,0.00038642198,0.00043201903,0.0029031907,0.00045026373,0.0000683461,0.0002806248,0.041440878],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9702763,0.02000511,0.0068984856,0.0006973784,0.00086445885,0.0012582584],"domain_scores_gemma":[0.9811417,0.005051278,0.011835907,0.000904935,0.0005234253,0.0005427595],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.028616047,0.0008392363,0.005667278,0.00034122207,0.0016659311,0.00012458052,0.0013497233,0.00033979415,0.00032114447],"category_scores_gemma":[0.009078087,0.0004998542,0.0026862766,0.0002143496,0.00006966544,0.00023750983,0.00061611907,0.004016739,0.0016767692],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009671027,0.00010853727,0.0006600365,0.80489445,0.0034785294,0.00008976679,0.00004131662,4.3385825e-8,4.6145676e-8,0.000056129087,0.070405886,0.120255575],"study_design_scores_gemma":[0.0007048951,0.00017091758,0.000060098628,0.5106527,0.0092878975,0.000016479724,0.000047396697,0.000002307639,1.2070083e-9,0.0000062669155,0.47879213,0.00025886667],"about_ca_topic_score_codex":0.0000022223296,"about_ca_topic_score_gemma":0.00000622326,"teacher_disagreement_score":0.40838623,"about_ca_system_score_codex":0.00069521065,"about_ca_system_score_gemma":0.0008385901,"threshold_uncertainty_score":0.9997453},"labels":[],"label_agreement":null},{"id":"W2418885644","doi":"10.1007/s00455-015-9603-8","title":"Erratum to: The Influence of Food Texture and Liquid Consistency Modification on Swallowing Physiology and Function: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunny Hill Health Centre for Children; Toronto Rehabilitation Institute; University of Toronto; University of British Columbia; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Dysphagia; Medicine; Consistency (knowledge bases); Texture (cosmology); Otorhinolaryngology; Function (biology); Physiology; Dentistry; Surgery; Artificial intelligence; Image (mathematics); Computer science; Biology","score_opus":0.08280837070978746,"score_gpt":0.4141256576925832,"score_spread":0.3313172869827957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418885644","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000083359395,0.9889502,0.000029857452,0.00046575096,0.00057055085,0.008237516,0.000029357163,0.00004481722,0.0015886086],"genre_scores_gemma":[0.001458398,0.9922901,0.000029838144,0.0025039087,0.0000858392,0.0023092031,0.00006479743,0.000037363723,0.0012205667],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638313,0.0011999116,0.0012745936,0.0004989846,0.0003189671,0.00032440881],"domain_scores_gemma":[0.9972495,0.00045374729,0.0010448222,0.00084844365,0.00026198017,0.00014149306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163601,0.00040447977,0.0022017856,0.0001270293,0.00031772826,0.000013632622,0.00031452684,0.0002894442,0.000026517391],"category_scores_gemma":[0.00043470325,0.0002356796,0.0001308992,0.0003789812,0.00007087137,0.00009262467,0.00027079572,0.00065643876,0.00014504671],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016802693,0.000027183782,7.7734956e-7,0.98023677,0.0004527369,0.0000012652893,0.00034462483,0.0000012402835,0.000002124459,0.0047065485,0.008722185,0.005487737],"study_design_scores_gemma":[0.00020540765,0.0005626039,0.000047104128,0.45549297,0.004258147,0.000004966236,0.00017835262,0.0000040675895,9.3805326e-8,0.000118387914,0.5388732,0.00025471457],"about_ca_topic_score_codex":0.000007549657,"about_ca_topic_score_gemma":0.000006772043,"teacher_disagreement_score":0.530151,"about_ca_system_score_codex":0.00010254612,"about_ca_system_score_gemma":0.0003270351,"threshold_uncertainty_score":0.9610735},"labels":[],"label_agreement":null},{"id":"W2422927041","doi":"10.1017/cjn.2016.60","title":"B.01: Predictors of dysphagia screening after acute ischemic stroke: Who gets tested?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Odds ratio; Swallowing; Thrombolysis; Pneumonia; Aspiration pneumonia; Complication; Internal medicine; Pediatrics; Physical therapy; Surgery; Myocardial infarction","score_opus":0.03701317101536589,"score_gpt":0.3301386605935047,"score_spread":0.29312548957813883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2422927041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98325825,0.00080686697,0.00028016896,0.0054663634,0.001714553,0.00031737468,0.000049260474,0.000026589747,0.008080585],"genre_scores_gemma":[0.99350524,0.00070461433,0.0017563328,0.0030089223,0.0003813502,0.000011213193,2.445008e-7,0.00001783587,0.00061424973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933812,0.0014055838,0.0015401948,0.00057508954,0.0011235417,0.0019744078],"domain_scores_gemma":[0.9942866,0.0012606176,0.0016136206,0.00022710902,0.00063007785,0.0019819888],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0055503724,0.00038908582,0.00070227205,0.0010992488,0.002536776,0.00017328108,0.0023016324,0.0002830837,0.0008255611],"category_scores_gemma":[0.0017822365,0.00021755631,0.000275182,0.0008809073,0.005224561,0.0015699196,0.00020338387,0.0013681655,0.000009755805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015461445,0.000020171565,0.98736554,0.000014310704,0.00007329241,0.0023425766,0.0004244669,0.00006963142,0.00025455307,0.0003854212,0.005247114,0.0036483004],"study_design_scores_gemma":[0.0013062159,0.04186141,0.9095673,0.00040850378,0.00024954116,0.002040289,0.0007488142,0.00029607303,0.0003454116,0.002981573,0.039619405,0.00057547673],"about_ca_topic_score_codex":0.0008233307,"about_ca_topic_score_gemma":0.036374196,"teacher_disagreement_score":0.07779826,"about_ca_system_score_codex":0.0002795083,"about_ca_system_score_gemma":0.0034080953,"threshold_uncertainty_score":0.9987618},"labels":[],"label_agreement":null},{"id":"W2427396123","doi":"10.52010/ijom.2007.33.1.1","title":"Tongue control for speech and swallowing in healthy younger and older subjects","year":2007,"lang":"en","type":"article","venue":"International Journal of Orofacial Myology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Swallowing; Tongue; Mastication; Audiology; Tip of the tongue; Psychology; Speech production; Motor control; Physical medicine and rehabilitation; Medicine; Communication; Speech recognition; Neuroscience; Computer science; Orthodontics; Surgery","score_opus":0.027855652132342555,"score_gpt":0.42831811447120777,"score_spread":0.40046246233886523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2427396123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97334224,0.00023814876,0.011120916,0.009248807,0.004295808,0.0004527291,0.000007229239,0.0000069518014,0.0012871631],"genre_scores_gemma":[0.99372977,0.000118596225,0.0010757586,0.0041510323,0.0006332496,0.000009346215,0.0000030416397,0.000009513109,0.0002696985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869686,0.00009349979,0.00060827023,0.000120941724,0.00019726754,0.00028318528],"domain_scores_gemma":[0.9987265,0.0005636811,0.0003047654,0.000037994298,0.00027896525,0.000088107445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016221735,0.0000878075,0.00024409076,0.00030917831,0.00008646107,0.000010650679,0.00012833651,0.00011384894,0.00007251458],"category_scores_gemma":[0.00022394264,0.000077548706,0.000038617272,0.000042762542,0.000039982275,0.00019845863,0.000057784513,0.0002908725,0.0000027810208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005647913,0.00026830786,0.90737617,0.00010622977,0.0004951694,0.0005269073,0.0030899455,0.000011240798,0.0021547629,0.031751405,0.0034455364,0.04512641],"study_design_scores_gemma":[0.014184732,0.00061004306,0.9290297,0.00013508876,0.000054648008,0.00007856844,0.0017534174,0.00012277965,0.000047879294,0.0035757544,0.050249472,0.0001579016],"about_ca_topic_score_codex":0.000117154865,"about_ca_topic_score_gemma":0.00038981385,"teacher_disagreement_score":0.046803936,"about_ca_system_score_codex":0.00014162007,"about_ca_system_score_gemma":0.000113715585,"threshold_uncertainty_score":0.31623447},"labels":[],"label_agreement":null},{"id":"W2431066032","doi":"10.1111/jgs.14143","title":"Effects of Different Levels of Caregiver Training on Oral Hygiene After Stroke","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oral hygiene; Stroke (engine); Physical therapy; Prospective cohort study; Hygiene; Internal medicine; Gerontology; Dentistry","score_opus":0.03139117254769516,"score_gpt":0.3500714804173993,"score_spread":0.31868030786970414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2431066032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943724,0.000079044825,0.0022156264,0.0017733354,0.0009909063,0.00029187917,0.0000269717,0.0000065644444,0.00024322828],"genre_scores_gemma":[0.996778,0.00034445123,0.0010562687,0.00057938264,0.00020563755,0.000009715768,1.0522894e-7,0.00001903983,0.0010073617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979735,0.00039092897,0.00064422126,0.00011619411,0.0005618801,0.00031329025],"domain_scores_gemma":[0.99639076,0.0008548941,0.0021884183,0.00024617743,0.00023372608,0.000086051026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062896236,0.00015041874,0.0005854122,0.00007109788,0.00010775402,0.000003789511,0.00036686627,0.00006889506,0.00006322367],"category_scores_gemma":[0.00012926146,0.00007299396,0.0005553667,0.00025755452,0.00017389758,0.000083097795,0.00019348742,0.00039538674,0.0000024659948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024903927,0.0018585445,0.40104562,0.0024580874,0.005373034,0.000036662783,0.07097228,0.00009490412,0.2863009,0.002753547,0.071954705,0.15466133],"study_design_scores_gemma":[0.0030387193,0.00084212783,0.9817591,0.00046992247,0.00046414332,0.0000010530404,0.006746508,0.000014312079,0.0035024686,0.0003052926,0.0026869338,0.00016945826],"about_ca_topic_score_codex":0.000022361372,"about_ca_topic_score_gemma":0.0000027968915,"teacher_disagreement_score":0.58071345,"about_ca_system_score_codex":0.000254348,"about_ca_system_score_gemma":0.00019403249,"threshold_uncertainty_score":0.2976607},"labels":[],"label_agreement":null},{"id":"W2444071569","doi":"10.1017/cjn.2016.170","title":"P.066 Failing a dysphagia screen after acute ischemic stroke is highly predictive of poor outcomes","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Swallowing; Pneumonia; Odds ratio; Aspiration pneumonia; Internal medicine; Physical therapy; Emergency medicine; Intensive care medicine; Pediatrics; Surgery","score_opus":0.03561013298563472,"score_gpt":0.3392325991920717,"score_spread":0.303622466206437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2444071569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97537273,0.00044690934,0.00026472707,0.01542083,0.0013925837,0.0003673128,0.00012457126,0.000024915598,0.006585394],"genre_scores_gemma":[0.9896421,0.00040321957,0.0018343679,0.007165693,0.0002256716,0.000012829893,2.6258883e-7,0.000016694732,0.0006991999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99355143,0.0012264332,0.0015592758,0.0006191079,0.0011588779,0.0018848932],"domain_scores_gemma":[0.99435157,0.0012748713,0.0016060391,0.0002269264,0.0007514141,0.001789178],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004838626,0.00041104056,0.00078906916,0.0010982943,0.0023608415,0.00017140176,0.0023128923,0.00028022614,0.0010427474],"category_scores_gemma":[0.0014205781,0.000221383,0.00034394802,0.0009243936,0.0047671716,0.0015688137,0.00021330999,0.001283448,0.000017011645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002090545,0.000026290596,0.9892339,0.000011856042,0.00010775657,0.0014592215,0.0005598872,0.000044718905,0.00025964918,0.0004607892,0.0054533253,0.002173512],"study_design_scores_gemma":[0.0019006361,0.05558208,0.9079223,0.00032423766,0.00038394518,0.00147744,0.0013896956,0.00041033054,0.0005765912,0.007813474,0.021495398,0.00072384294],"about_ca_topic_score_codex":0.0014668612,"about_ca_topic_score_gemma":0.02639107,"teacher_disagreement_score":0.08131161,"about_ca_system_score_codex":0.00036270035,"about_ca_system_score_gemma":0.0038939524,"threshold_uncertainty_score":0.9998704},"labels":[],"label_agreement":null},{"id":"W2463280537","doi":"10.1007/s00455-016-9727-5","title":"The Use of Cervical Auscultation to Predict Oropharyngeal Aspiration in Children: A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Children's Health Foundation; National Health and Medical Research Council; Queensland Government; Speech Pathology Australia; Children's Hospital Foundation","keywords":"Medicine; Randomized controlled trial; Auscultation; Swallowing; Cohen's kappa; Kappa; Otorhinolaryngology; Internal medicine; Pediatrics; Surgery","score_opus":0.036350895876185244,"score_gpt":0.3598425932069032,"score_spread":0.323491697330718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463280537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587332,0.00006477902,0.007894458,0.0045320136,0.0017194097,0.025036246,0.00001878748,0.00009111943,0.0019099701],"genre_scores_gemma":[0.9877504,0.00010014392,0.00045253034,0.0006899351,0.0002744223,0.004257638,0.000020693577,0.000022489774,0.0064317323],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9957726,0.0018021511,0.0013224466,0.000262776,0.00043909138,0.0004009177],"domain_scores_gemma":[0.99554116,0.0034127529,0.0004678999,0.00030298933,0.00017444648,0.000100773104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027145536,0.00017334241,0.00085917953,0.00014713919,0.00025198294,0.000022996774,0.00019435411,0.00012653646,0.0003325829],"category_scores_gemma":[0.0020437422,0.000082291874,0.00017573737,0.00023920122,0.00007366727,0.00027342007,0.00010443037,0.00017848537,0.00014983625],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9632641,0.00017372411,0.008932174,0.000020727044,0.00038161743,0.0000014369325,0.0005143276,0.000033531822,0.00021158376,0.0109443655,0.005351687,0.010170708],"study_design_scores_gemma":[0.9690088,0.00030522875,0.025627825,0.00008885553,0.00016238948,1.1392919e-7,0.000055379558,0.00059864105,0.000016994314,0.00031833613,0.0037057,0.00011175626],"about_ca_topic_score_codex":0.00017960221,"about_ca_topic_score_gemma":0.00023687717,"teacher_disagreement_score":0.029017197,"about_ca_system_score_codex":0.00012548004,"about_ca_system_score_gemma":0.00015608397,"threshold_uncertainty_score":0.36415493},"labels":[],"label_agreement":null},{"id":"W2466875643","doi":"10.1007/s00455-016-9728-4","title":"A Review of Dysphagia Presentation and Intervention Following Traumatic Spinal Injury: An Understudied Population","year":2016,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; University of Toronto; Toronto Rehabilitation Institute","keywords":"Medicine; Swallowing; Dysphagia; Population; Etiology; Psychological intervention; Traumatic brain injury; Physical therapy; Otorhinolaryngology; Surgery; Internal medicine; Psychiatry","score_opus":0.13678682147647572,"score_gpt":0.5313605379512041,"score_spread":0.3945737164747284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466875643","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007917045,0.99015653,0.00070419593,0.00009825994,0.0015563678,0.0053905053,0.00004772978,0.00012220028,0.0018450448],"genre_scores_gemma":[0.0007472546,0.9956258,0.00039755463,0.00022736522,0.00017438536,0.00088970945,0.0006734439,0.00009739867,0.001167097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406314,0.0017840016,0.0023937288,0.0006920371,0.0005149199,0.0005521887],"domain_scores_gemma":[0.9965899,0.00027510678,0.002165762,0.00065512315,0.00013367423,0.00018043641],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022269741,0.0005868857,0.0022856093,0.00038806617,0.00036336496,0.000024452816,0.00034707648,0.00036692174,0.00051871204],"category_scores_gemma":[0.00023750743,0.00044338062,0.0005469056,0.0004610474,0.00005289932,0.00062243774,0.00027750508,0.0005189081,0.00014537985],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019667135,0.00009249794,0.00009775186,0.28829825,0.0006938096,0.0000038263506,0.00011628149,1.5445714e-8,3.3280108e-7,0.0029963728,0.0027360732,0.70494515],"study_design_scores_gemma":[0.000962963,0.00039247473,0.0008273763,0.47016978,0.0039446075,0.0000021058968,0.00032652618,0.0000100504,1.436269e-7,0.0006107486,0.5222598,0.0004934423],"about_ca_topic_score_codex":0.00019226916,"about_ca_topic_score_gemma":0.00006889679,"teacher_disagreement_score":0.7044517,"about_ca_system_score_codex":0.00041806576,"about_ca_system_score_gemma":0.00016833539,"threshold_uncertainty_score":0.9998018},"labels":[],"label_agreement":null},{"id":"W2470001154","doi":"10.1007/s00455-016-9719-5","title":"Sleep Stage Coordination of Respiration and Swallowing: A Preliminary Study","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Swallowing; Medicine; Pharynx; Anesthesia; Polysomnography; Interquartile range; Airway; Apnea; Sleep (system call); Otorhinolaryngology; Sleep apnea; Obstructive sleep apnea; Aspiration pneumonia; Internal medicine; Surgery; Pneumonia","score_opus":0.042576248036169,"score_gpt":0.3918377761153978,"score_spread":0.3492615280792288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470001154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822637,0.00007056386,0.0049566855,0.001127698,0.0004748696,0.0018076996,0.00000846607,0.000083792074,0.009206565],"genre_scores_gemma":[0.9797726,0.0000080712625,0.00026412067,0.00015723486,0.00005393392,0.00018202036,0.0000055297423,0.000017491684,0.019538978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846727,0.00031517426,0.0004512232,0.00025829594,0.00026232912,0.0002457107],"domain_scores_gemma":[0.9990163,0.00027220923,0.0002438175,0.00027713037,0.00012454344,0.00006599107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091658504,0.00012050311,0.00019696065,0.00013297085,0.00022273038,0.0000066914413,0.00010977772,0.000074182644,0.00046037766],"category_scores_gemma":[0.0001377769,0.00008432994,0.000024550756,0.00014296084,0.000035683774,0.00029727537,0.00017104663,0.000106334766,0.00007769449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004514411,0.0006419692,0.9141725,0.00031847612,0.00026195828,0.000022233527,0.0057601216,0.000004355385,0.0072217803,0.018834148,0.007509013,0.044802036],"study_design_scores_gemma":[0.004982453,0.0015505166,0.9669385,0.00013409863,0.00014353321,2.3051801e-7,0.004975978,0.00036978288,0.00035404446,0.00048701058,0.019849686,0.00021417941],"about_ca_topic_score_codex":0.00007922297,"about_ca_topic_score_gemma":0.000054388704,"teacher_disagreement_score":0.05276602,"about_ca_system_score_codex":0.000073975614,"about_ca_system_score_gemma":0.00004163711,"threshold_uncertainty_score":0.50408125},"labels":[],"label_agreement":null},{"id":"W2475148076","doi":"10.1007/s00455-016-9726-6","title":"Understanding the Viscosity of Liquids used in Infant Dysphagia Management","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Viscosity; Barium; Dysphagia; Medicine; Rheology; Chemistry; Thermodynamics; Surgery; Physics; Organic chemistry","score_opus":0.11499417783542219,"score_gpt":0.39246242346273646,"score_spread":0.27746824562731426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475148076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5867878,0.0003343778,0.13156566,0.012280998,0.004104771,0.0066297655,0.00005761503,0.0003887466,0.2578502],"genre_scores_gemma":[0.9889552,0.0001910877,0.0004017344,0.00073675544,0.00007237023,0.0002478875,0.000006624228,0.00003799281,0.009350368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967601,0.00049508945,0.0009074285,0.00042993075,0.0005851818,0.00082232757],"domain_scores_gemma":[0.9980312,0.000661957,0.00036609732,0.0007632697,0.00006155713,0.00011594554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019577108,0.00027247152,0.00041261033,0.0002767237,0.0003878546,0.000014593356,0.0005845776,0.00014998343,0.0012957732],"category_scores_gemma":[0.00006051137,0.00015584956,0.000098926066,0.0005634337,0.00017183488,0.00028199094,0.0005447966,0.0003536223,0.0003300634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037011752,0.0003319009,0.41376048,0.0006331791,0.0006803136,0.00009395698,0.0040015606,0.000032404707,0.0019464326,0.54503226,0.029928477,0.0031889142],"study_design_scores_gemma":[0.015497421,0.0004910386,0.85384256,0.0023359717,0.00052112446,0.0000027070512,0.01934676,0.0005338269,0.0012556332,0.036152523,0.06880128,0.0012191781],"about_ca_topic_score_codex":0.00014085723,"about_ca_topic_score_gemma":0.0004167701,"teacher_disagreement_score":0.5088797,"about_ca_system_score_codex":0.00064763956,"about_ca_system_score_gemma":0.00010183735,"threshold_uncertainty_score":0.99961716},"labels":[],"label_agreement":null},{"id":"W2475641250","doi":"10.6000/2292-2598.2016.04.02.2","title":"Feeding/Swallowing Disorders: Maintaining Quality of Life in Persons with Intellectual Disability","year":2016,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Choking; Swallowing; Intellectual disability; Life expectancy; Population; Medicine; Quality of life (healthcare); Health care; Etiology; Psychology; Gerontology; Physical therapy; Psychiatry; Nursing; Environmental health","score_opus":0.08380379295501261,"score_gpt":0.39678459138015787,"score_spread":0.31298079842514526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475641250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042475,0.0003781802,0.0008779095,0.0060224943,0.00023461295,0.0009924936,0.000030245397,0.000022070699,0.00101725],"genre_scores_gemma":[0.9969507,0.0020538773,0.00042879977,0.00013014242,0.00011286274,0.0001962721,0.0000029100715,0.000027723027,0.00009672953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565274,0.00097605214,0.0018187918,0.00045845003,0.0005087126,0.0005852316],"domain_scores_gemma":[0.9816988,0.01675943,0.00069182325,0.0003617058,0.00017155113,0.00031668943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002169128,0.00038550678,0.0011127546,0.00014479252,0.00027338395,0.000023621209,0.00023461485,0.00014752969,0.0015951919],"category_scores_gemma":[0.007073348,0.00021173629,0.00030784708,0.00035010357,0.0007373173,0.0003716467,0.00017744496,0.00036924146,0.000011137709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013579791,0.0030056727,0.94457597,0.00015264803,0.00048209625,0.0000029046405,0.017990572,0.0000106254765,0.000039365776,0.0006135806,0.00067379355,0.031094791],"study_design_scores_gemma":[0.00836724,0.0052656815,0.9109277,0.0014082986,0.0002899819,0.0000023393582,0.06794341,0.000058159687,0.0001454465,0.0013043216,0.003820707,0.000466698],"about_ca_topic_score_codex":0.0012662166,"about_ca_topic_score_gemma":0.0060503376,"teacher_disagreement_score":0.04995284,"about_ca_system_score_codex":0.00149747,"about_ca_system_score_gemma":0.00026605598,"threshold_uncertainty_score":0.99931747},"labels":[],"label_agreement":null},{"id":"W2479152192","doi":"10.1186/s12906-016-1193-y","title":"Additional effects of acupuncture on early comprehensive rehabilitation in patients with mild to moderate acute ischemic stroke: a multicenter randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"BMC Complementary and Alternative Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Zhejiang Chinese Medical University","keywords":"Medicine; Acupuncture; Swallowing; Stroke (engine); Montreal Cognitive Assessment; Physical therapy; Rehabilitation; Randomized controlled trial; Adverse effect; Physical medicine and rehabilitation; Cognition; Internal medicine; Cognitive impairment; Surgery; Psychiatry; Alternative medicine","score_opus":0.021494035715615617,"score_gpt":0.3546075731462026,"score_spread":0.333113537430587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479152192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98018974,0.000013365262,0.0014460406,0.0016445791,0.00047277732,0.014738754,0.0010044104,0.000014183884,0.00047612307],"genre_scores_gemma":[0.99233896,0.000013363613,0.0015045324,0.0013990548,0.00019641526,0.003112845,0.0007090575,0.000016021833,0.0007097662],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972589,0.000937843,0.00073341676,0.0003259544,0.00048005307,0.00026381665],"domain_scores_gemma":[0.9881338,0.011004524,0.00040596948,0.00014797355,0.00020901203,0.000098751894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003969484,0.0002781852,0.0012231776,0.00024330577,0.000107998334,0.000002965704,0.00010093965,0.000030089532,0.0037327828],"category_scores_gemma":[0.00038429533,0.000116865805,0.00008493944,0.00008212878,0.00015251388,0.00012136949,0.00008772829,0.00015411204,0.000009692166],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95776176,0.00031437512,0.012569113,0.00014356003,0.0007784831,0.0000024997726,0.0014883347,0.0000059912572,0.00017198325,0.00043259576,0.026031459,0.00029983235],"study_design_scores_gemma":[0.9348753,0.0036802434,0.057223324,0.001824903,0.00026576978,2.2495197e-8,0.00034383193,0.00011865306,0.00003678419,0.00014871331,0.00135597,0.00012647586],"about_ca_topic_score_codex":0.000089106004,"about_ca_topic_score_gemma":0.00008376388,"teacher_disagreement_score":0.044654213,"about_ca_system_score_codex":0.0001008096,"about_ca_system_score_gemma":0.000033828208,"threshold_uncertainty_score":0.99717796},"labels":[],"label_agreement":null},{"id":"W2496167746","doi":"10.1212/wnl.86.16_supplement.s31.002","title":"Predictors of Dysphagia Screening After Acute Ischemic Stroke (S31.002)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Institute for Clinical Evaluative Sciences; Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Ischemic stroke; Acute stroke; Internal medicine; Pediatrics; Surgery; Ischemia","score_opus":0.020006450154198472,"score_gpt":0.3382493872441337,"score_spread":0.31824293708993523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496167746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653822,0.000055279375,0.003400666,0.004621903,0.0015221043,0.0005302149,0.000056296205,0.00012604849,0.024305273],"genre_scores_gemma":[0.98336345,0.00008431127,0.00037071045,0.0033576123,0.0002158007,0.00017594025,0.0000060096822,0.000032541215,0.012393617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998169,0.0002663508,0.00045797453,0.00033374337,0.00020751853,0.00056539127],"domain_scores_gemma":[0.9988613,0.00033034323,0.00023413714,0.0003978123,0.000072566494,0.000103828475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002750176,0.0001621933,0.00028492606,0.00013052356,0.00010622474,0.0000022146132,0.0002466213,0.00021044274,0.0021941555],"category_scores_gemma":[0.000046292764,0.00011225063,0.0000714198,0.000094249546,0.000103824605,0.00013610392,0.0003284008,0.00034151637,0.00030426885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012867077,0.00006662356,0.90829533,0.00007389391,0.00041648163,0.00006884682,0.00027485017,0.0000011365055,0.019211197,0.00092999253,0.064870276,0.004504657],"study_design_scores_gemma":[0.003398597,0.00088153494,0.52846515,0.000052140953,0.00025863576,0.000003353391,0.000035222944,0.00004057908,0.0010540106,0.00009918691,0.46550214,0.00020941693],"about_ca_topic_score_codex":0.000028571923,"about_ca_topic_score_gemma":0.00003492255,"teacher_disagreement_score":0.40063187,"about_ca_system_score_codex":0.000017208698,"about_ca_system_score_gemma":0.000058965063,"threshold_uncertainty_score":0.99871796},"labels":[],"label_agreement":null},{"id":"W2500827488","doi":"10.1002/mus.25258","title":"Systematic analysis of clinical deficits in unilateral hypoglossal nerve palsy","year":2016,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Tongue; Paresis; Medicine; Dysphagia; Swallowing; Hypoglossal nerve; Dysarthria; Palsy; Anatomy; Audiology; Surgery","score_opus":0.08842669261973209,"score_gpt":0.440157055401691,"score_spread":0.3517303627819589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500827488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891944,0.00010253895,0.0005989683,0.000708157,0.0007861706,0.0010528396,0.000024822342,0.00006411754,0.0077429395],"genre_scores_gemma":[0.99402,0.000042518004,0.00022257648,0.00022890866,0.000090851616,0.0001676774,0.000018384208,0.000022485861,0.0051866253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949247,0.0015800168,0.002205622,0.00039003146,0.00036675317,0.00053286256],"domain_scores_gemma":[0.996656,0.0016804491,0.00075534685,0.0006363789,0.00013763033,0.00013421963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033215233,0.00019161064,0.0011902526,0.00045867558,0.00010464565,0.0000091976235,0.00032198048,0.00019823953,0.0005415268],"category_scores_gemma":[0.00046453727,0.00012065943,0.00037444406,0.0009719347,0.00004992736,0.00016766941,0.00023518523,0.00025147994,0.00019258875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092111855,0.00046620748,0.9678424,0.0061374516,0.0019100667,0.0000742788,0.0011983062,0.00005393036,0.00042953496,0.016087128,0.0025785395,0.003130073],"study_design_scores_gemma":[0.0019648625,0.00010272078,0.9904154,0.003062167,0.0012433224,1.19483e-7,0.0008477799,0.0011366347,0.000009597319,0.00033680382,0.00067896605,0.00020166113],"about_ca_topic_score_codex":0.0005189074,"about_ca_topic_score_gemma":0.0011160881,"teacher_disagreement_score":0.022572994,"about_ca_system_score_codex":0.00011690617,"about_ca_system_score_gemma":0.00012878152,"threshold_uncertainty_score":0.5929339},"labels":[],"label_agreement":null},{"id":"W2507598396","doi":"10.1007/s00455-016-9742-6","title":"Electromyography and Mechanomyography Signals During Swallowing in Healthy Adults and Head and Neck Cancer Survivors","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Medicine; Swallowing; Head and neck cancer; Otorhinolaryngology; Electromyography; Physical medicine and rehabilitation; Physical therapy; Cancer; Internal medicine; Surgery","score_opus":0.016280136889406504,"score_gpt":0.34046636063732805,"score_spread":0.32418622374792155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507598396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911203,0.003856624,0.00012202208,0.0025537203,0.0003424074,0.0011228201,0.000018902914,0.00010266466,0.0007605367],"genre_scores_gemma":[0.9913306,0.0066097793,0.000355772,0.0008589907,0.000077114164,0.00038647742,0.0000040456143,0.00003863199,0.00033856658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750113,0.00026109396,0.0005134675,0.00062019157,0.00022638173,0.0008777475],"domain_scores_gemma":[0.9990052,0.00027250507,0.0001688669,0.0002207317,0.000053909225,0.00027880122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005855393,0.00028531352,0.00040843314,0.0004905204,0.00046137033,0.000025688012,0.00010551731,0.0001584496,0.00012534375],"category_scores_gemma":[0.00002712314,0.00021950791,0.000042565855,0.0004468781,0.000085099135,0.00035196336,0.0001996889,0.00031026395,0.0000048435018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006707731,0.000055948385,0.97869915,0.0006504448,0.00012621676,0.000019695082,0.0012735751,2.9254892e-7,0.0020881633,0.0018251921,0.00018585443,0.0144046815],"study_design_scores_gemma":[0.006228662,0.0003823698,0.9862524,0.0010898034,0.00004946805,0.000001851707,0.00081394793,0.000037731083,0.00013180419,0.0011440209,0.0034803036,0.00038759992],"about_ca_topic_score_codex":0.0024735238,"about_ca_topic_score_gemma":0.0069076954,"teacher_disagreement_score":0.014017082,"about_ca_system_score_codex":0.00007558136,"about_ca_system_score_gemma":0.00006626821,"threshold_uncertainty_score":0.8951273},"labels":[],"label_agreement":null},{"id":"W2509913039","doi":"10.1007/s00455-016-9746-2","title":"Recognizing the Importance of Dysphagia: Stumbling Blocks and Stepping Stones in the Twenty-First Century","year":2016,"lang":"en","type":"editorial","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Parkinson's UK","keywords":"Swallowing; Dysphagia; Medicine; Oropharyngeal dysphagia; Brainstem; Physical medicine and rehabilitation; Otorhinolaryngology; Intensive care medicine; Surgery; Internal medicine","score_opus":0.02767789600291877,"score_gpt":0.3721212077311246,"score_spread":0.34444331172820586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509913039","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01748887,0.012559826,0.00017826431,0.0046647084,0.94169885,0.0057695997,0.00028232686,0.00016561853,0.017191928],"genre_scores_gemma":[0.13595682,0.03080658,0.00066569506,0.0027502824,0.80870336,0.0027697678,0.0005978225,0.0004958092,0.017253853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935421,0.0010724037,0.0017907947,0.00091748085,0.0014445568,0.0012326621],"domain_scores_gemma":[0.98965055,0.0069330432,0.0017036602,0.0012140201,0.0003756872,0.00012306955],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055599664,0.0006789145,0.0010096853,0.0003098847,0.001223183,0.000080591344,0.0013740071,0.0009220832,0.00035575416],"category_scores_gemma":[0.0012066592,0.00038052618,0.00015897209,0.0005632406,0.00026690194,0.00031816913,0.0008673937,0.0028493444,0.000060830225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011205377,0.00010515638,0.028354958,0.0011832316,0.00041782306,0.000059036756,0.005356674,0.0000025513446,0.000012480213,0.0009560227,0.960432,0.0030080338],"study_design_scores_gemma":[0.002154029,0.00008862093,0.0064670267,0.00212189,0.00038510936,0.0000014615472,0.007981475,0.000030673524,0.000003438083,0.0004997639,0.9797863,0.0004802339],"about_ca_topic_score_codex":0.0003580696,"about_ca_topic_score_gemma":0.0015487418,"teacher_disagreement_score":0.13299549,"about_ca_system_score_codex":0.00031015984,"about_ca_system_score_gemma":0.00053409487,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W2511410146","doi":"","title":"Speech in ALS: Longitudinal Changes in Lips and Jaw Movements and Vowel Acoustics.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Formant; Vowel; Kinematics; Audiology; Intelligibility (philosophy); Amyotrophic lateral sclerosis; Acoustics; Psychology; Speech recognition; Medicine; Computer science; Physics","score_opus":0.06301098296026943,"score_gpt":0.34891821519703675,"score_spread":0.28590723223676734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511410146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858069,0.0001877281,0.00002812921,0.0032569948,0.00032231203,0.0026044357,0.0000034494158,0.000028370552,0.007761701],"genre_scores_gemma":[0.9876434,0.00045328905,0.00018141944,0.0010371327,0.0000635527,0.0036872695,0.000004632185,0.000013523192,0.006915761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986937,0.00009868184,0.0002466071,0.00025104603,0.00014607777,0.0005638901],"domain_scores_gemma":[0.99953747,0.00010975718,0.00007660607,0.000132792,0.000027267493,0.00011613477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064156915,0.00011820664,0.00018707247,0.00019307017,0.00008570896,0.000025861686,0.00008012349,0.00008351114,0.00015133017],"category_scores_gemma":[0.00006252395,0.00010628527,0.000007534944,0.00014134242,0.00003136436,0.00017268154,0.00025495552,0.00023391377,0.0000308637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014262875,0.00008822863,0.89372647,0.00021800492,0.000022977167,0.000016021098,0.00090822234,8.997093e-7,0.000033246728,0.00031476922,0.0050499546,0.09960697],"study_design_scores_gemma":[0.0011320641,0.000013845855,0.99376166,0.000041180694,0.0000094350235,2.469963e-7,0.0012865865,0.00016565507,0.000006418766,0.00090256485,0.0025743193,0.000106031264],"about_ca_topic_score_codex":0.001667471,"about_ca_topic_score_gemma":0.004245418,"teacher_disagreement_score":0.100035205,"about_ca_system_score_codex":0.00009134123,"about_ca_system_score_gemma":0.0000131823745,"threshold_uncertainty_score":0.43341875},"labels":[],"label_agreement":null},{"id":"W2516323886","doi":"10.1016/j.resp.2016.09.004","title":"Respiratory-swallowing coordination in normal subjects: Lung volume at swallowing initiation","year":2016,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Swallowing; Bolus (digestion); Lung volumes; Medicine; Lung; Anesthesia; Respiratory system; Breathing; Internal medicine; Surgery","score_opus":0.037210612344371174,"score_gpt":0.35519926871946866,"score_spread":0.3179886563750975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516323886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907089,0.00012628704,0.0001950097,0.0012404647,0.0020960232,0.0011051156,0.000015815458,0.00023950118,0.004272877],"genre_scores_gemma":[0.9865941,0.000021044592,0.000028838707,0.009993341,0.00047022806,0.00043990504,0.000040563078,0.00006335128,0.002348646],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9936736,0.0029013276,0.0011127807,0.00092967413,0.00017143457,0.0012111416],"domain_scores_gemma":[0.99762845,0.00097041944,0.00050628575,0.00059968734,0.00015849578,0.00013663246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013390854,0.00039351656,0.00062819495,0.0005282924,0.0006535738,0.000007765689,0.00042595514,0.0005533074,0.0010686533],"category_scores_gemma":[0.00039001257,0.00031832673,0.0001426574,0.00040824947,0.00019798831,0.0005215357,0.0006130552,0.00062201236,0.0011798871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023679751,0.00007620865,0.37476704,0.000087731845,0.00005386325,0.000025641013,0.0002225605,0.00002615104,0.61206305,0.0013618824,0.010475066,0.00060402276],"study_design_scores_gemma":[0.0039125807,0.00046670987,0.83612394,0.00015589592,0.000039735027,9.053872e-7,0.00013586452,0.000067441964,0.0020929214,0.0002660391,0.15627891,0.00045904546],"about_ca_topic_score_codex":0.000028967099,"about_ca_topic_score_gemma":0.00023431127,"teacher_disagreement_score":0.6099701,"about_ca_system_score_codex":0.0008130424,"about_ca_system_score_gemma":0.0002566117,"threshold_uncertainty_score":0.99992687},"labels":[],"label_agreement":null},{"id":"W2519540641","doi":"","title":"Exploration de l'utilité d'un bref protocole de dépistage des troubles de déglutition en comparaison avec une vidéofluoroscopie simultanée","year":2011,"lang":"fr","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine","score_opus":0.10315278177856539,"score_gpt":0.40445759988314894,"score_spread":0.30130481810458354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519540641","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18005969,0.0004591044,0.7179566,0.0072194673,0.0008184526,0.020113634,0.00005635147,0.0005972703,0.072719425],"genre_scores_gemma":[0.7871459,0.00045741652,0.14085937,0.0020161816,0.0004371201,0.010877989,0.00012098386,0.00011586943,0.05796918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9942512,0.0022071323,0.00096237665,0.000581533,0.00037059543,0.0016271577],"domain_scores_gemma":[0.99791914,0.00043023462,0.00038296677,0.00055298995,0.00021612043,0.0004985265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027564385,0.00048240105,0.00049438665,0.00019047974,0.0011264929,0.0000962983,0.00041341234,0.00056582,0.005158832],"category_scores_gemma":[0.00016636601,0.0004947401,0.0001481771,0.0004572361,0.00027875093,0.0012334211,0.000252392,0.0007439524,0.0006328073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001606504,0.005868499,0.12293286,0.0077672545,0.0006415136,0.00018024864,0.20878673,0.0006731496,0.007517805,0.5150266,0.034401253,0.09459753],"study_design_scores_gemma":[0.012042931,0.0025396075,0.31344151,0.0037875287,0.0010052376,0.000016157648,0.052059643,0.08428428,0.03891936,0.24547994,0.24426381,0.0021599997],"about_ca_topic_score_codex":0.006555526,"about_ca_topic_score_gemma":0.004959721,"teacher_disagreement_score":0.6070862,"about_ca_system_score_codex":0.0020688483,"about_ca_system_score_gemma":0.00076570275,"threshold_uncertainty_score":0.99975044},"labels":[],"label_agreement":null},{"id":"W2523282797","doi":"10.1097/md.0000000000004479","title":"Clinical application of ICF key codes to evaluate patients with dysphagia following stroke","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Physical therapy; Physical medicine and rehabilitation; International Classification of Functioning, Disability and Health; Stroke (engine); Mini–Mental State Examination; Rehabilitation; Cognition; Surgery; Cognitive impairment; Psychiatry","score_opus":0.04887066750923498,"score_gpt":0.46445696817685267,"score_spread":0.4155863006676177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523282797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90203947,0.00003758339,0.07180789,0.009397943,0.0010426283,0.0021817037,0.000014110676,0.000077005825,0.013401657],"genre_scores_gemma":[0.9914758,0.000017573193,0.0016578352,0.0012958397,0.00020349296,0.00019055766,0.000022526203,0.000019395737,0.0051169805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796695,0.00023603212,0.00067507196,0.0002734885,0.00055488193,0.00029358867],"domain_scores_gemma":[0.99848497,0.00048128716,0.0002715047,0.0003892418,0.00021031672,0.00016268823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017170788,0.00012242851,0.0003735273,0.00009788225,0.00011795,0.0000010948925,0.000174831,0.00006724287,0.0003686241],"category_scores_gemma":[0.00030537552,0.00006220772,0.000037701862,0.00016442094,0.00006777507,0.00007354733,0.00009970803,0.00012788588,0.00021529332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015882167,0.0000985317,0.93310386,0.000057295914,0.0001306615,8.89299e-7,0.0003414752,8.727131e-7,0.00030151967,0.001036817,0.014391395,0.05037788],"study_design_scores_gemma":[0.0073326244,0.00095938373,0.91657376,0.00060061587,0.00023206108,1.8849674e-8,0.00033300414,0.0000361429,0.000027622335,0.00017334698,0.07361912,0.00011228639],"about_ca_topic_score_codex":0.000081153055,"about_ca_topic_score_gemma":0.00006486858,"teacher_disagreement_score":0.08943632,"about_ca_system_score_codex":0.00007351177,"about_ca_system_score_gemma":0.00006524819,"threshold_uncertainty_score":0.40361756},"labels":[],"label_agreement":null},{"id":"W2525162989","doi":"10.1038/nrgastro.2016.127","title":"Therapeutic intervention in oropharyngeal dysphagia","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Gastroenterology & Hepatology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Intensive care medicine; Malnutrition; Oropharyngeal dysphagia; Intervention (counseling); Psychological intervention; Etiology; MEDLINE; Physical therapy; Surgery; Psychiatry; Pathology","score_opus":0.05811767541956538,"score_gpt":0.46500340185605504,"score_spread":0.4068857264364897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525162989","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018024119,0.9845206,0.00043748555,0.0007585578,0.005678766,0.0062703867,0.000049585935,0.00013161676,0.0021349725],"genre_scores_gemma":[0.000094221024,0.9884443,0.00017387522,0.004093343,0.0005019084,0.0037313686,0.00032203802,0.00013876148,0.0025001473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.982683,0.01009917,0.0036559685,0.0013898808,0.00026156497,0.0019104063],"domain_scores_gemma":[0.9953577,0.00065215054,0.0024810252,0.0011954124,0.000106766485,0.00020692979],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0029760695,0.0011512184,0.0066080573,0.0009985503,0.00022500273,0.000011136175,0.0012460541,0.0031377403,0.0030343067],"category_scores_gemma":[0.0001977228,0.00075447926,0.0012971538,0.00046090977,0.00020712358,0.00018493821,0.00073991815,0.0059463205,0.003712862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009422469,0.00019153448,0.00856657,0.022824097,0.0005036711,0.00013556783,0.00003160135,6.4120034e-9,2.1588593e-7,0.0019933817,0.02119582,0.9444633],"study_design_scores_gemma":[0.0016186439,0.00033990393,0.0002935637,0.019558787,0.0010619593,0.000059698974,0.000011339796,0.0000015308384,2.0122057e-8,0.0002507974,0.97648126,0.000322517],"about_ca_topic_score_codex":0.000025294534,"about_ca_topic_score_gemma":0.00088129984,"teacher_disagreement_score":0.95528543,"about_ca_system_score_codex":0.00097071903,"about_ca_system_score_gemma":0.00028546844,"threshold_uncertainty_score":0.9994906},"labels":[],"label_agreement":null},{"id":"W2527885929","doi":"10.1038/nm.4194","title":"Translocation and dissemination of commensal bacteria in post-stroke infection","year":2016,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":457,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Central Queensland University; Monash University","keywords":"Biology; Stroke (engine); Bacteria; Commensalism; Bacterial translocation; Gut flora; Microbiology; Host (biology); Immunology; Pneumonia; Microbiome; Chromosomal translocation; Gene; Medicine; Bioinformatics; Genetics; Internal medicine","score_opus":0.012490792827755335,"score_gpt":0.4035471269661458,"score_spread":0.39105633413839047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527885929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97330385,0.00023409637,0.001302682,0.019570073,0.0007703782,0.0004937624,0.000010466254,0.00002627297,0.00428844],"genre_scores_gemma":[0.997274,0.00039823508,0.000084748484,0.00044054512,0.00011869004,0.000028359205,0.00002313313,0.000006320802,0.0016260077],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926263,0.00011362419,0.000257736,0.0001079706,0.00014075791,0.0001173027],"domain_scores_gemma":[0.999263,0.00040230728,0.00011135487,0.00009188574,0.00009984511,0.00003161125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055697333,0.00006610239,0.00014484518,0.00017034171,0.000045924877,7.240723e-7,0.000032481832,0.00016202345,0.00032265243],"category_scores_gemma":[0.00031639115,0.000039040355,0.000009344465,0.00010351552,0.000040905852,0.00010306649,0.000015714992,0.00023520528,0.0000037115258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019782664,0.00008822396,0.33099452,0.0003439291,0.00003908093,0.0000018971517,0.0034392849,5.3054947e-8,0.44325575,0.009088235,0.006933127,0.20561805],"study_design_scores_gemma":[0.0014930463,0.0001847234,0.9855006,0.0012912852,0.000028042134,2.9696776e-7,0.00044882574,0.00001557255,0.0014970102,0.00018287305,0.00929983,0.00005790772],"about_ca_topic_score_codex":0.0001129469,"about_ca_topic_score_gemma":0.00041133637,"teacher_disagreement_score":0.6545061,"about_ca_system_score_codex":0.00005893937,"about_ca_system_score_gemma":0.000021020818,"threshold_uncertainty_score":0.3532818},"labels":[],"label_agreement":null},{"id":"W2527998636","doi":"10.14639/0392-100x-1124","title":"Valutazione dell'attività muscolare faringea attraverso elettromiografia di superficie nasofaringea in pazienti disfagici affetti da ictus ischemico acuto","year":2016,"lang":"it","type":"article","venue":"Acta Otorhinolaryngologica Italica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Stroke (engine); Nuclear medicine; Anesthesia; Surgery","score_opus":0.04254951020294726,"score_gpt":0.32333426919019037,"score_spread":0.2807847589872431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527998636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585172,0.0015373941,0.00050647376,0.009619663,0.0028720591,0.0058069522,0.00052863255,0.0008177728,0.019793885],"genre_scores_gemma":[0.9775722,0.0020181285,0.0005507572,0.002564453,0.00070688047,0.0009930779,0.00032607737,0.00029974146,0.014968652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98579234,0.0019977605,0.0027406353,0.003317043,0.0016589666,0.004493283],"domain_scores_gemma":[0.99234354,0.0019381158,0.0012765437,0.0030467357,0.00035478477,0.0010402467],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002663308,0.0019821627,0.0023771205,0.0010794102,0.0015418947,0.0003755821,0.0028051771,0.0019711137,0.0047205905],"category_scores_gemma":[0.000860609,0.0014963105,0.00088893215,0.0017683316,0.00073136087,0.0018282477,0.0034570822,0.0026619593,0.002311866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008897768,0.004718715,0.7723287,0.0010969869,0.0016647113,0.0009575381,0.0039489856,0.000007507015,0.12834285,0.007773645,0.071896315,0.006374273],"study_design_scores_gemma":[0.00844066,0.0015338998,0.6835428,0.0020451953,0.0008857293,0.000027672017,0.0029549047,0.0002554978,0.0013747931,0.00042483216,0.2954904,0.003023576],"about_ca_topic_score_codex":0.0009586315,"about_ca_topic_score_gemma":0.00037217556,"teacher_disagreement_score":0.22359411,"about_ca_system_score_codex":0.0017624825,"about_ca_system_score_gemma":0.00050135865,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W2531565006","doi":"10.1161/str.47.suppl_1.25","title":"Abstract 25: Evidence Based Aspiration Risk Tool: Improving Stroke Care","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Aspiration pneumonia; Swallowing; Pneumonia; Cohort; Retrospective cohort study; Emergency medicine; Intensive care medicine; Surgery; Pediatrics; Internal medicine","score_opus":0.057662829756356504,"score_gpt":0.3852590146677921,"score_spread":0.3275961849114356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531565006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110859,0.0006176142,0.035133317,0.0025337946,0.0028975892,0.0024258054,0.00040359373,0.00053822505,0.044364154],"genre_scores_gemma":[0.9857561,0.00007438391,0.0015475285,0.0005176915,0.00038214668,0.00020336946,0.0000136197295,0.000029119377,0.011476068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979657,0.00021721677,0.00046415738,0.00038716587,0.000416099,0.00054968416],"domain_scores_gemma":[0.99818474,0.0006282413,0.00037941558,0.00050446653,0.0001987971,0.000104334445],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074077054,0.00019006105,0.0001935892,0.00011723116,0.0005703331,0.00002961425,0.00024010945,0.00013984575,0.0015264964],"category_scores_gemma":[0.00043685746,0.00013307671,0.000098958466,0.000077858705,0.000033939585,0.00064605405,0.00012741212,0.00033219915,0.0007863223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014067069,0.000060474973,0.5103429,0.00064302044,0.00008494558,0.000013263974,0.0006739581,0.000021329872,0.040790237,0.0024844431,0.006617775,0.43812698],"study_design_scores_gemma":[0.0029785861,0.00041312835,0.9160011,0.0011159787,0.00018183107,9.494461e-8,0.0032236204,0.0002743848,0.002486724,0.000115742965,0.07269874,0.0005101032],"about_ca_topic_score_codex":0.00038107036,"about_ca_topic_score_gemma":0.00036834885,"teacher_disagreement_score":0.43761688,"about_ca_system_score_codex":0.00033890447,"about_ca_system_score_gemma":0.00031676757,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2533466077","doi":"10.1109/iembs.2004.1404069","title":"Automated classification of swallowing and breadth sounds","year":2005,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Computer science; Feature extraction; Sample entropy; Speech recognition; Pattern recognition (psychology); Spectrogram; Artificial intelligence; Medicine","score_opus":0.05690654022018998,"score_gpt":0.43167736538389745,"score_spread":0.37477082516370747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533466077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61054075,0.00004253207,0.0028550508,0.0048213503,0.00018848642,0.00046259174,0.0000014846826,0.00051973155,0.380568],"genre_scores_gemma":[0.9764088,0.000022396523,0.00353403,0.00043446408,0.000047716807,0.00002518914,0.000008850638,0.0000070064916,0.019511562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933404,0.000059548587,0.00024653837,0.00010572519,0.000102132944,0.00015200699],"domain_scores_gemma":[0.99963915,0.000072099865,0.0000855216,0.00012387423,0.000041545052,0.00003780293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029729155,0.000054092092,0.000096346484,0.000058400245,0.00013710419,0.0000043333876,0.000050722454,0.000050798026,0.0005024862],"category_scores_gemma":[0.000013501151,0.000044410674,0.000014612519,0.000080115584,0.00001747074,0.0001288205,0.00005369978,0.000077625766,0.000103861916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004609194,0.0002855778,0.33777893,0.0005523537,0.00021070719,0.0000012748806,0.004969541,0.000025375839,0.019280652,0.34056738,0.24132164,0.054960493],"study_design_scores_gemma":[0.0010055591,0.000036264635,0.82801855,0.000060983835,0.00004604296,1.9199008e-7,0.0036384193,0.041841235,0.00013517664,0.0003152485,0.124782205,0.0001201109],"about_ca_topic_score_codex":0.0000636852,"about_ca_topic_score_gemma":0.00009489754,"teacher_disagreement_score":0.49023965,"about_ca_system_score_codex":0.000041731273,"about_ca_system_score_gemma":0.000034192493,"threshold_uncertainty_score":0.5501871},"labels":[],"label_agreement":null},{"id":"W2540890739","doi":"10.1109/iembs.2004.1404070","title":"Swallowing Sound Characteristics in Healthy and Dysphagic Individuals","year":2005,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Dysphagia; Linear discriminant analysis; Accelerometer; Segmentation; Medicine; Computer science; Audiology; Artificial intelligence; Surgery","score_opus":0.048382661645111256,"score_gpt":0.41395473173656366,"score_spread":0.36557207009145243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540890739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292932,0.00014154556,0.0006354775,0.0074751955,0.00039580956,0.00081190234,0.00000471251,0.00010655764,0.06113556],"genre_scores_gemma":[0.97907186,0.00017584431,0.0025706585,0.009338762,0.00021474445,0.00008942195,0.000018485662,0.00001759323,0.008502605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983668,0.00015751405,0.00053569855,0.0002424386,0.00017977788,0.0005178106],"domain_scores_gemma":[0.99935436,0.00020486748,0.000118325595,0.00017231496,0.000025140698,0.0001249625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009062315,0.00013144164,0.00024522212,0.00015483149,0.00027383628,0.000020589701,0.00010384616,0.00010112851,0.0012163067],"category_scores_gemma":[0.000045217657,0.00011699709,0.000018497272,0.00014226635,0.000022137474,0.00023143386,0.00018255509,0.00035247047,0.0004248512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028698478,0.00009688193,0.9544889,0.00014843601,0.000028776407,0.0000056271647,0.0020089748,0.0000011584808,0.000013393665,0.024982594,0.0055347392,0.012661818],"study_design_scores_gemma":[0.0019095913,0.00008526919,0.82942027,0.000070181,0.000021737658,4.724205e-7,0.0019204647,0.00039851747,0.0000019689712,0.0012345194,0.16473325,0.00020374711],"about_ca_topic_score_codex":0.000081347214,"about_ca_topic_score_gemma":0.00047998744,"teacher_disagreement_score":0.1591985,"about_ca_system_score_codex":0.00014055768,"about_ca_system_score_gemma":0.00008089432,"threshold_uncertainty_score":0.99969673},"labels":[],"label_agreement":null},{"id":"W2548045422","doi":"10.5301/jsrd.5000219","title":"Severe dysphagia due to rapidly progressive pharyngoesophageal segment stenosis in systemic sclerosis","year":2016,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Esophagus; Stenosis; Esophageal dilatation; Surgery; Esophagogastroduodenoscopy; Percutaneous endoscopic gastrostomy; Radiology; Endoscopy","score_opus":0.01752049748918338,"score_gpt":0.30253710382743765,"score_spread":0.28501660633825426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548045422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97952014,0.00433839,0.00035672408,0.009548783,0.0013244756,0.0015557061,0.000010997131,0.00004822031,0.0032965902],"genre_scores_gemma":[0.99147743,0.0053965664,0.00024761911,0.0007245661,0.000085344705,0.000078838406,0.0000020837356,0.000041437303,0.0019461205],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99670285,0.0004996301,0.0013208468,0.00033024946,0.0004902346,0.0006562061],"domain_scores_gemma":[0.9981988,0.00025834344,0.00077833317,0.00022020766,0.00018974097,0.00035459187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010839012,0.00028739806,0.0005926667,0.00051459356,0.00030465002,0.000023683186,0.00028510886,0.0002460703,0.00040988188],"category_scores_gemma":[0.00007923186,0.0001811986,0.00012788262,0.00038224063,0.00007696567,0.0005185043,0.00018912136,0.0005627346,0.00008734461],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002255374,0.0017550978,0.27873924,0.0015295942,0.0031732041,0.0010413299,0.023508076,0.0005108161,0.01884817,0.0028460098,0.070153326,0.59563977],"study_design_scores_gemma":[0.03423664,0.001591102,0.92092985,0.018317997,0.00066047587,0.00021831805,0.014407218,0.00014643236,0.00030617963,0.0019124432,0.0060305046,0.0012428304],"about_ca_topic_score_codex":0.000033981607,"about_ca_topic_score_gemma":0.000020078538,"teacher_disagreement_score":0.64219064,"about_ca_system_score_codex":0.0002874526,"about_ca_system_score_gemma":0.00017739172,"threshold_uncertainty_score":0.73890644},"labels":[],"label_agreement":null},{"id":"W2555299075","doi":"10.1007/s00455-016-9755-1","title":"Acoustic and Perceptual Profiles of Swallowing Sounds in Children: Normative Data for 4–36 Months from a Cross-Sectional Study Cohort","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Children's Health Foundation; Speech Pathology Australia","keywords":"Swallowing; Medicine; Audiology; Auscultation; Cohort; Bolus (digestion); Ultrasound; Breathing; Anesthesia; Internal medicine; Surgery","score_opus":0.05198688705451825,"score_gpt":0.40727485715534334,"score_spread":0.3552879701008251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555299075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99029374,0.000068688176,0.00343406,0.00007346277,0.0004679842,0.0038790416,0.0010959778,0.000053398177,0.0006336316],"genre_scores_gemma":[0.9966582,0.000020389976,0.0008461291,0.00009465913,0.00016198668,0.00057706644,0.00039979443,0.000028001577,0.0012137657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977443,0.00021752341,0.00073280564,0.00055305654,0.00034252752,0.00040976238],"domain_scores_gemma":[0.9982465,0.0007486317,0.00024475492,0.0005593663,0.00011964591,0.00008111316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011923332,0.00019899037,0.00036245227,0.00013006743,0.00032178502,0.00002490722,0.00039986664,0.00012255886,0.00047832704],"category_scores_gemma":[0.00026141742,0.00014529371,0.00003471625,0.00011970056,0.00010648636,0.00056854077,0.0006123678,0.00020950525,0.000039340724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018486832,0.00025558678,0.9946314,0.00004881043,0.00036551038,0.000001709968,0.0020186615,0.000006425235,0.00032775136,0.00012735224,0.001578082,0.00045383128],"study_design_scores_gemma":[0.0040130364,0.00017105868,0.9912198,0.000077610384,0.000112533686,3.020351e-7,0.0032825323,0.0005332645,0.000009306448,0.0002554761,0.00015553179,0.0001695357],"about_ca_topic_score_codex":0.00090041733,"about_ca_topic_score_gemma":0.0005887653,"teacher_disagreement_score":0.0063644513,"about_ca_system_score_codex":0.00012752702,"about_ca_system_score_gemma":0.00014255298,"threshold_uncertainty_score":0.59249055},"labels":[],"label_agreement":null},{"id":"W2556923432","doi":"10.1113/jp272368","title":"Evidence that an internal schema adapts swallowing to upper airway requirements","year":2016,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Singapore General Hospital; American Speech-Language-Hearing Foundation","keywords":"Swallowing; Larynx; Epiglottis; Airway; Medicine; Tongue; Physical medicine and rehabilitation; Anatomy; Anesthesia; Surgery","score_opus":0.16636237611717689,"score_gpt":0.45475414262643093,"score_spread":0.288391766509254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556923432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98104453,0.00013494349,0.006539613,0.009015518,0.0016447966,0.00029906924,9.821272e-7,0.000016523449,0.0013040318],"genre_scores_gemma":[0.99085855,0.00027619165,0.00057426735,0.0028513116,0.0006645677,0.000009907248,2.4810961e-7,0.000016047488,0.004748918],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978037,0.0008509878,0.0004897908,0.00013548654,0.00030269346,0.00041734645],"domain_scores_gemma":[0.99815565,0.0006025127,0.0005875866,0.0003338327,0.00017119941,0.00014919142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001906302,0.0001306189,0.0002715501,0.00010552164,0.00025275917,0.000005541601,0.00069193065,0.00006311851,0.0011946865],"category_scores_gemma":[0.0002267654,0.000060756684,0.00008085462,0.00007875691,0.000051779487,0.0005546955,0.00034981387,0.0003126021,0.0003729148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009046937,0.000088008564,0.010246208,0.000043294654,0.00020531297,0.0000071454892,0.0022887753,0.000014485723,0.94471145,0.0011469179,0.028796708,0.011546978],"study_design_scores_gemma":[0.0058920695,0.005549994,0.8205326,0.009380415,0.0005249656,0.000028888313,0.011085867,0.00009205219,0.032109633,0.011523576,0.10248779,0.00079212926],"about_ca_topic_score_codex":0.000034412253,"about_ca_topic_score_gemma":0.000022835742,"teacher_disagreement_score":0.9126018,"about_ca_system_score_codex":0.0001578146,"about_ca_system_score_gemma":0.000108853965,"threshold_uncertainty_score":0.99971837},"labels":[],"label_agreement":null},{"id":"W2557320531","doi":"10.1002/lary.26417","title":"Altered pharyngeal structure and dynamics among patients with cervical kyphosis","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kyphosis; Swallowing; Dysphagia; Pharynx; Surgery; Cervical vertebrae; Cobb angle; Radiography","score_opus":0.011226613577561842,"score_gpt":0.3005471048577569,"score_spread":0.28932049128019505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557320531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98832625,0.000028008822,0.00051356206,0.0040790676,0.00040854458,0.00098685,0.00009439496,0.00007961651,0.005483731],"genre_scores_gemma":[0.9946441,0.0000327625,0.00019963394,0.0015140919,0.00012680794,0.000058410762,0.000041580464,0.000031632182,0.003350964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986411,0.00021421778,0.00022541772,0.00025615984,0.00025735045,0.00040577096],"domain_scores_gemma":[0.999179,0.00018141145,0.00013443468,0.00033283263,0.00006003455,0.00011226712],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018095871,0.00017354776,0.0002001004,0.000040585935,0.0004667735,0.000017235161,0.00023149504,0.00008668959,0.0009844535],"category_scores_gemma":[0.000013602771,0.000075779564,0.000021309994,0.00009880447,0.00012488561,0.00021964639,0.0002942659,0.00024605799,0.00007759089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013642499,0.00004084691,0.9837021,0.00006341057,0.00010186864,0.0000016167784,0.00033319704,3.5034014e-7,0.00003093349,0.0036289052,0.006937882,0.005022422],"study_design_scores_gemma":[0.0022875874,0.00012726396,0.9909285,0.0001108787,0.00008405641,1.6003098e-7,0.00014974397,0.00012199236,0.000015994001,0.0007023844,0.0053232834,0.00014820296],"about_ca_topic_score_codex":0.00015095249,"about_ca_topic_score_gemma":0.00079681113,"teacher_disagreement_score":0.00722631,"about_ca_system_score_codex":0.00010151012,"about_ca_system_score_gemma":0.00003877334,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W2558867396","doi":"10.1007/s00455-016-9758-y","title":"Development of International Terminology and Definitions for Texture-Modified Foods and Thickened Fluids Used in Dysphagia Management: The IDDSI Framework","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1063,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Dysphagia; Otorhinolaryngology; Terminology; Texture (cosmology); Hepatology; Surgery; Linguistics; Artificial intelligence; Computer science","score_opus":0.07837101891059112,"score_gpt":0.3900988038163133,"score_spread":0.31172778490572217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558867396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.671783,0.0010026518,0.26087132,0.019254442,0.0034708444,0.0071031447,0.00018486129,0.00024168708,0.036088075],"genre_scores_gemma":[0.96519095,0.0004833709,0.029872132,0.0009762817,0.000069217625,0.0010761499,0.000031576135,0.000031191186,0.002269137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979463,0.00016274491,0.0007368523,0.0004108765,0.00024712092,0.0004960703],"domain_scores_gemma":[0.99819845,0.0010504539,0.00024475643,0.0003307734,0.00009172571,0.000083835126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090420904,0.00022776844,0.00031377788,0.00024442992,0.00042064485,0.000019475017,0.00033810257,0.0002310276,0.00018565754],"category_scores_gemma":[0.00013781962,0.00014616968,0.000040428076,0.00016968112,0.00018518584,0.00016810205,0.0004256623,0.000266967,0.000023172404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003116912,0.00021684844,0.07188026,0.000538331,0.00070721406,0.00001331314,0.0060055414,0.0000015472062,0.0012037781,0.83870256,0.003111036,0.07730787],"study_design_scores_gemma":[0.011605923,0.00021332107,0.7201919,0.001214612,0.00030755554,0.0000055692694,0.0057411958,0.0005622687,0.00048239675,0.11368144,0.14524719,0.0007466524],"about_ca_topic_score_codex":0.00000934292,"about_ca_topic_score_gemma":0.00013601291,"teacher_disagreement_score":0.7250211,"about_ca_system_score_codex":0.0001012571,"about_ca_system_score_gemma":0.000094769595,"threshold_uncertainty_score":0.59606266},"labels":[],"label_agreement":null},{"id":"W2563862971","doi":"10.1017/s0022215116008975","title":"Effectiveness of endoscopic cricopharyngeal myotomy in adults with neurological disease: systematic review","year":2016,"lang":"en","type":"review","venue":"The Journal of Laryngology & Otology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Cricopharyngeal myotomy; Medicine; Myotomy; Esophageal sphincter; Surgery; Endoscopy; Achalasia; Physical therapy; Disease; Reflux; Internal medicine; Esophagus","score_opus":0.029824073836301954,"score_gpt":0.4022773748826278,"score_spread":0.37245330104632585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563862971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007344573,0.9896269,0.00009589742,0.0004683547,0.00073410495,0.007910993,0.000018021232,0.00001568113,0.00039559105],"genre_scores_gemma":[0.0017987617,0.9965132,0.000027506096,0.00054042175,0.0000999014,0.0008403493,0.000011891544,0.000045900855,0.00012206748],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9733734,0.022557829,0.0027764442,0.00031248716,0.0003441538,0.00063569087],"domain_scores_gemma":[0.9853656,0.009187783,0.0042910557,0.00073344127,0.00026368108,0.0001583823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005893393,0.00050934096,0.0061721886,0.00043124694,0.00012203584,0.0000020721977,0.0012412515,0.00041129,0.0003432482],"category_scores_gemma":[0.0007614921,0.00021431448,0.0004241814,0.00040688438,0.00033922575,0.00010007863,0.00034779098,0.0016828896,0.00008319809],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081515964,0.0001536432,0.0014107464,0.99325716,0.00071136,0.0006134894,0.00004972759,2.253836e-7,1.6107658e-7,0.00096294907,0.000412731,0.0016126409],"study_design_scores_gemma":[0.0020334318,0.0012447477,0.0057997224,0.95931,0.007348042,0.00021633902,0.000023476996,7.4282747e-7,5.6006733e-8,0.00016937197,0.023654073,0.00020001605],"about_ca_topic_score_codex":0.0000089187215,"about_ca_topic_score_gemma":0.000012240989,"teacher_disagreement_score":0.033947185,"about_ca_system_score_codex":0.00014438991,"about_ca_system_score_gemma":0.0008578304,"threshold_uncertainty_score":0.8739491},"labels":[],"label_agreement":null},{"id":"W2570133794","doi":"10.1212/wnl.84.14_supplement.p4.168","title":"Pattern of Tongue Weakness and Subjective Speech and Swallowing Deficits in Unilateral Hypoglossal Nerve Palsy: Case Series of 8 Patients (P4.168)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Swallowing; Tongue; Hypoglossal nerve; Medicine; Weakness; Palsy; Audiology; Physical medicine and rehabilitation; Anatomy; Surgery; Pathology","score_opus":0.03692345647974138,"score_gpt":0.33742705553918795,"score_spread":0.30050359905944657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570133794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977741,0.000044701992,0.000019229794,0.00035422132,0.00045163292,0.00052726944,0.000020709183,0.0000142918525,0.0007937908],"genre_scores_gemma":[0.9994977,0.000018067247,0.000059181737,0.00028341493,0.00002298049,0.000026219108,0.00001181332,0.000015092394,0.0000655256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847066,0.00046834652,0.00041260943,0.00024295544,0.00011946468,0.0002859452],"domain_scores_gemma":[0.9992957,0.00017939974,0.00018538097,0.00014424008,0.000120077784,0.00007519198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003406113,0.00012997445,0.00033744576,0.00011402178,0.00006153123,0.0000034863592,0.0000661146,0.00013359812,0.000015050938],"category_scores_gemma":[0.00005997767,0.00011886864,0.000017654556,0.00011310846,0.000091670976,0.00014651104,0.0002712385,0.00025716148,0.0000020303762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034475606,0.00008909664,0.99374145,0.00016609736,0.000021315307,0.00041465907,0.0031879423,0.0000052016426,0.00008140256,0.00024307407,0.000045763867,0.0016592528],"study_design_scores_gemma":[0.0027610282,0.0011515355,0.9940485,0.0000321474,0.000036723708,0.000045478853,0.00078091264,0.00013556605,0.00008396957,0.00049783726,0.00031517548,0.00011112181],"about_ca_topic_score_codex":0.0025454059,"about_ca_topic_score_gemma":0.0041768476,"teacher_disagreement_score":0.0024162722,"about_ca_system_score_codex":0.000016979358,"about_ca_system_score_gemma":0.000044953154,"threshold_uncertainty_score":0.48473224},"labels":[],"label_agreement":null},{"id":"W2573438780","doi":"10.1016/j.vgie.2017.01.011","title":"Novel endoscopic scissors for the treatment of Zenker’s diverticulum","year":2017,"lang":"en","type":"article","venue":"VideoGIE","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Zenker's diverticulum; Medicine; Diverticulum (mollusc); Myotomy; Esophagus; Surgery; Endoscope; Endoscopy; Regurgitation (circulation); General surgery; Achalasia; Dysphagia","score_opus":0.18665385993950137,"score_gpt":0.4759469694400826,"score_spread":0.2892931095005812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573438780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69371414,0.002536473,0.07170116,0.06264132,0.020531163,0.021783737,0.0003304611,0.00043158824,0.12632994],"genre_scores_gemma":[0.97029704,0.0005299818,0.002263609,0.00033247992,0.0002902912,0.00085833477,0.0000075868106,0.000020358826,0.025400316],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990555,0.000029327717,0.00025929845,0.00017370196,0.00014720141,0.0003349893],"domain_scores_gemma":[0.9983184,0.00053080125,0.00026062664,0.0007644938,0.00007730577,0.000048369486],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025215885,0.00011335547,0.00019644869,0.000033456134,0.0015238527,0.000023486404,0.00038679628,0.000053046297,0.00019877138],"category_scores_gemma":[0.00015948535,0.00006530143,0.00009953387,0.000026928397,0.000080078666,0.000106921594,0.00013140836,0.000055941808,0.00007185692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051102904,0.0027345743,0.57514393,0.001041838,0.0021757646,0.000009556598,0.0097301025,0.00008749358,0.008982597,0.112268955,0.12928092,0.15803324],"study_design_scores_gemma":[0.005079291,0.0005333645,0.30884442,0.000102197795,0.00031863412,6.467526e-8,0.0015914139,0.0007554808,0.0013868554,0.0009674297,0.6802881,0.00013277514],"about_ca_topic_score_codex":0.00075309287,"about_ca_topic_score_gemma":0.00034187344,"teacher_disagreement_score":0.55100715,"about_ca_system_score_codex":0.000109496315,"about_ca_system_score_gemma":0.00009090505,"threshold_uncertainty_score":0.999776},"labels":[],"label_agreement":null},{"id":"W2579529516","doi":"10.1080/2331205x.2017.1281558","title":"Revisiting the psychometric properties of a revised Danish version of the McGill ingestive skills assessment","year":2017,"lang":"en","type":"article","venue":"Cogent Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rasch model; Exploratory factor analysis; Psychology; Danish; Psychometrics; Clinical psychology; Item response theory; Developmental psychology","score_opus":0.08433393297781225,"score_gpt":0.4249336780573466,"score_spread":0.3405997450795344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579529516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8169442,0.0020289773,0.00031697846,0.059628885,0.0039932504,0.00517448,0.000048733993,0.00005435623,0.111810185],"genre_scores_gemma":[0.9944917,0.0007562421,0.000109714594,0.0008902259,0.0002928118,0.000069142014,0.0000037706502,0.000014505968,0.0033718934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978583,0.0003948878,0.00064055866,0.00020854642,0.0006394349,0.00025826704],"domain_scores_gemma":[0.99700767,0.00028738249,0.0013134249,0.00100313,0.00033215812,0.000056244728],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021665136,0.00014381071,0.00038584505,0.00010403677,0.0013581653,0.000004273005,0.00076025,0.000059151298,0.00024926566],"category_scores_gemma":[0.0016212887,0.00006501928,0.00007956617,0.00028161868,0.00031273853,0.000091009286,0.00055154617,0.00033814358,0.000011566535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035319675,0.000530239,0.6686804,0.007393034,0.0010853104,0.000008709992,0.0077433116,0.0000137842635,0.048328195,0.020635678,0.09958925,0.14563884],"study_design_scores_gemma":[0.0030996285,0.00021194486,0.85466975,0.009704783,0.00047703565,6.5324963e-7,0.0050220215,0.00014284572,0.0015074578,0.00018217425,0.12483446,0.00014724662],"about_ca_topic_score_codex":0.00014777124,"about_ca_topic_score_gemma":0.000005830429,"teacher_disagreement_score":0.18598929,"about_ca_system_score_codex":0.00011773032,"about_ca_system_score_gemma":0.00009706566,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W2588655222","doi":"10.1159/000457810","title":"MRI-Based Neuroanatomical Predictors of Dysphagia, Dysarthria, and Aphasia in Patients with First Acute Ischemic Stroke","year":2017,"lang":"en","type":"article","venue":"Cerebrovascular Diseases Extra","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; McMaster University; Toronto Rehabilitation Institute; University Health Network; Toronto General Hospital; University of Toronto; Toronto Western Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Stroke Network; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Dysarthria; Dysphagia; Stroke (engine); Odds ratio; Internal medicine; Atrophy; Aphasia; Cardiology; Confidence interval; Hyperintensity; Magnetic resonance imaging; Gastroenterology; Surgery; Radiology","score_opus":0.008652876188513056,"score_gpt":0.28381661461320506,"score_spread":0.275163738424692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588655222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99512005,0.00025616935,0.00041576248,0.0002938727,0.00036109673,0.001640486,0.00019705723,0.00006749428,0.0016480002],"genre_scores_gemma":[0.99870586,0.000120331555,0.00028061448,0.00014388413,0.000061374405,0.00017757551,0.00013457179,0.00005186501,0.00032390197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770796,0.00015173585,0.00050393975,0.0005471979,0.0005315965,0.00055755116],"domain_scores_gemma":[0.9979354,0.00013546368,0.00040612742,0.0011026346,0.00011726099,0.0003031246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019134163,0.00030079173,0.0004935563,0.00016671923,0.00056153385,0.000044155553,0.00046054082,0.00013363395,0.00024973069],"category_scores_gemma":[0.00010265929,0.00025511536,0.00014484047,0.00009202291,0.00026965703,0.00037227554,0.00026278326,0.00032145064,0.000018065495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002885226,0.0004348273,0.99465483,0.0004267954,0.0004601279,0.00001670295,0.000084838066,0.000020286772,0.000009523658,0.00009754443,0.002707179,0.0007988169],"study_design_scores_gemma":[0.009879287,0.00017979991,0.9834211,0.00027646715,0.00058911165,1.7897247e-7,0.00007918768,0.00033125156,0.000034305187,0.000017710163,0.0049405163,0.00025108093],"about_ca_topic_score_codex":0.000120545395,"about_ca_topic_score_gemma":0.0002322254,"teacher_disagreement_score":0.011233732,"about_ca_system_score_codex":0.00008306218,"about_ca_system_score_gemma":0.00023526717,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W2588721097","doi":"10.1177/0194599817691276","title":"Subjective Assessment of Videofluoroscopic Swallow Studies","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Concordance; Medicine; Inter-rater reliability; Dysphagia; Otorhinolaryngology; Audiology; Gold standard (test); Tertiary care; Physical therapy; Surgery; Psychology; Radiology; Internal medicine","score_opus":0.08712880316022743,"score_gpt":0.5014188495039454,"score_spread":0.414290046343718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588721097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8251015,0.0002699712,0.00075698533,0.0018500955,0.0023066823,0.0010539737,0.0000072475564,0.00006368063,0.16858986],"genre_scores_gemma":[0.987484,0.00027415215,0.0024138053,0.00049351057,0.00013132235,0.00032117424,0.000006499225,0.00001913394,0.0088564055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827564,0.0003477482,0.0004484374,0.00030145544,0.00018523424,0.00044149655],"domain_scores_gemma":[0.99790376,0.00033837266,0.0006375584,0.00083823566,0.00021968684,0.00006236562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075300335,0.0001594918,0.0005165746,0.00010095271,0.0011128932,0.000009530595,0.00047865222,0.00014161134,0.00045438053],"category_scores_gemma":[0.00030012484,0.00013545563,0.00007207453,0.00004446222,0.00025652166,0.00021462278,0.00067010534,0.00035740697,0.00010596308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019972442,0.000080995604,0.9292776,0.00028339672,0.00038136484,0.000019464647,0.0007413342,9.776809e-7,0.0013100852,0.06296003,0.0044281683,0.0004965948],"study_design_scores_gemma":[0.0010911325,0.00019290227,0.9820816,0.00010918882,0.000080526894,5.0050426e-7,0.001219167,0.000056799807,0.0001706725,0.0027866736,0.012093225,0.00011763078],"about_ca_topic_score_codex":0.00024387875,"about_ca_topic_score_gemma":0.00041707754,"teacher_disagreement_score":0.16238248,"about_ca_system_score_codex":0.00014643554,"about_ca_system_score_gemma":0.0002018569,"threshold_uncertainty_score":0.8559587},"labels":[],"label_agreement":null},{"id":"W2592239350","doi":"10.1016/j.jmir.2017.02.048","title":"Assessing Preference of Nasogastric vs. Gastrostomy Feeding Tubes in Chemoradiation Patients with Oropharyngeal Cancer","year":2017,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Gastrostomy; Head and neck cancer; Gastrostomy tube; Enteral administration; Feeding tube; Malnutrition; Surgery; Parenteral nutrition; Head and neck; Radiation therapy; Internal medicine","score_opus":0.05338850014201273,"score_gpt":0.43416884547419293,"score_spread":0.3807803453321802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592239350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991624,0.00031739386,0.00070329534,0.005939548,0.00068885036,0.00011664017,0.0000011381275,0.0000033252284,0.0006058015],"genre_scores_gemma":[0.9984085,0.00061634113,0.0006024497,0.00016528719,0.0001856903,0.000004239402,7.259247e-7,0.000003335519,0.000013456709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981094,0.00010329162,0.00045250938,0.000120687764,0.0010116674,0.00020246101],"domain_scores_gemma":[0.9986441,0.00019098369,0.0007943507,0.000066798515,0.00018282322,0.00012092744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021755574,0.00007133453,0.0002194419,0.00023405695,0.0005523873,0.000110462366,0.00029429307,0.000035835106,0.00006302657],"category_scores_gemma":[0.000536418,0.00004615288,0.000017207945,0.0001547261,0.00023278418,0.0014912698,0.00006936244,0.00028326787,4.425082e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000207022,0.00003558844,0.95745146,0.000042879386,0.00000807674,0.0000025917059,0.00044825868,0.000017667586,0.000033091113,0.000083036604,0.00033077682,0.041525844],"study_design_scores_gemma":[0.0018043104,0.00007272193,0.9897917,0.0006123214,0.000020954003,0.0000010303585,0.0018097298,0.005592879,0.000018868583,0.000043002397,0.00018562659,0.00004688922],"about_ca_topic_score_codex":0.0002063645,"about_ca_topic_score_gemma":0.00002254953,"teacher_disagreement_score":0.041478954,"about_ca_system_score_codex":0.00007547538,"about_ca_system_score_gemma":0.00049895025,"threshold_uncertainty_score":0.42485726},"labels":[],"label_agreement":null},{"id":"W2594556520","doi":"10.1161/strokeaha.116.015332","title":"Predictors and Outcomes of Dysphagia Screening After Acute Ischemic Stroke","year":2017,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Dysphagia; Odds ratio; Stroke (engine); Confidence interval; Hazard ratio; Internal medicine; Pneumonia; Swallowing; Physical therapy; Pediatrics; Surgery","score_opus":0.027452464327032133,"score_gpt":0.3784649419010518,"score_spread":0.35101247757401965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594556520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9387728,0.00010068579,0.0008840256,0.0008437553,0.00068647857,0.0005506923,0.00019577307,0.000060418715,0.057905402],"genre_scores_gemma":[0.93335825,0.00009541502,0.0023800787,0.00023383532,0.00008692111,0.00010421745,0.000010268747,0.000022256605,0.06370878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986069,0.000059722122,0.00037489834,0.00025695807,0.00028010423,0.0004214163],"domain_scores_gemma":[0.99871093,0.000096965494,0.00037580827,0.00062849233,0.000064832166,0.00012295837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034189798,0.00017434845,0.0003378939,0.00008280147,0.0005555573,0.000029339792,0.0003071158,0.00011808336,0.00048437726],"category_scores_gemma":[0.000055830173,0.00014360025,0.00007511625,0.00002023348,0.00012551073,0.00031260654,0.0004201162,0.00031534946,0.000036675956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065397435,0.000019667337,0.98928046,0.00008380599,0.000511023,0.000008396232,0.00044075088,2.0492814e-7,0.0007969859,0.00034250502,0.006413577,0.0020372062],"study_design_scores_gemma":[0.0013615866,0.000056361467,0.970449,0.00006964407,0.00024001025,2.1424489e-7,0.0005664129,0.00004743099,0.0002936015,0.000021876525,0.026764987,0.00012891344],"about_ca_topic_score_codex":0.00011283185,"about_ca_topic_score_gemma":0.00007700023,"teacher_disagreement_score":0.02035141,"about_ca_system_score_codex":0.00002581164,"about_ca_system_score_gemma":0.00004198512,"threshold_uncertainty_score":0.5855848},"labels":[],"label_agreement":null},{"id":"W2594907731","doi":"10.1016/j.chest.2017.03.005","title":"The Potential Role of Aspiration in the Asthmatic Airway","year":2017,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Airway; Intensive care medicine; Foreign body aspiration; Anesthesia; Immunology; Bronchoscopy","score_opus":0.03899883406657233,"score_gpt":0.39977380873736795,"score_spread":0.3607749746707956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594907731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84656,0.00050942384,0.0022848423,0.02223999,0.002267931,0.00093790644,0.0000012399834,0.000012947314,0.12518568],"genre_scores_gemma":[0.9979459,0.00008510695,0.00014705422,0.00019249797,0.000342162,0.000020491721,7.0015733e-7,0.0000052850605,0.0012608198],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989079,0.0002667856,0.00032826993,0.000051612657,0.0002434777,0.00020194185],"domain_scores_gemma":[0.9990079,0.000114716655,0.0005016729,0.00030331535,0.0000447569,0.00002767591],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021402515,0.00005480565,0.00008488287,0.000029861465,0.002065051,0.00009329848,0.0005070092,0.000039494003,0.0000880274],"category_scores_gemma":[0.00014210254,0.000027193359,0.000042911302,0.00002858219,0.000052551222,0.00018879578,0.00007991347,0.0004524345,0.00004786354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023640496,0.00059146865,0.21617979,0.0004606909,0.00029407578,0.000080303245,0.029629553,0.0001867478,0.0048099384,0.07685687,0.048285525,0.62238866],"study_design_scores_gemma":[0.0010067434,0.00013405159,0.86643636,0.00013581145,0.000038177946,0.0000056753042,0.01630533,0.0010336204,0.000050902367,0.01565094,0.099129684,0.00007267303],"about_ca_topic_score_codex":0.000028703687,"about_ca_topic_score_gemma":0.00013680845,"teacher_disagreement_score":0.6502566,"about_ca_system_score_codex":0.00003867934,"about_ca_system_score_gemma":0.00009512322,"threshold_uncertainty_score":0.99923414},"labels":[],"label_agreement":null},{"id":"W2595863962","doi":"10.1002/mdc3.12490","title":"Enteral Feeding Using Levodopa‐Carbidopa Intestinal Gel Percutaneous Endoscopic Gastrostomy Tube","year":2017,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Percutaneous endoscopic gastrostomy; Medicine; Dysphagia; Enteral administration; Parenteral nutrition; Gastrostomy; Swallowing; Parkinson's disease; Aspiration pneumonia; Surgery; Internal medicine; PEG ratio; Disease; Pneumonia","score_opus":0.12457367698069417,"score_gpt":0.5092680582946073,"score_spread":0.38469438131391315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595863962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.681303,0.00020030979,0.019124677,0.034000553,0.011032009,0.0037904335,0.000023868519,0.00038998015,0.25013515],"genre_scores_gemma":[0.9526645,0.00038720327,0.022929985,0.016471256,0.0009982638,0.00010866617,0.00002417122,0.00008562117,0.0063303257],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99484396,0.0009215489,0.0015703293,0.00082538516,0.000738814,0.0010999431],"domain_scores_gemma":[0.99405354,0.0026249897,0.0016031393,0.0011521919,0.00023962733,0.00032651724],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032983902,0.00040562556,0.000585456,0.00010898961,0.002837188,0.00024910405,0.00091293437,0.00019429598,0.00089465757],"category_scores_gemma":[0.007207452,0.0003907455,0.00024057776,0.00008749202,0.00025842746,0.0011289429,0.0012690643,0.0016927596,0.00039750233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008655307,0.0019557208,0.94340754,0.0003300504,0.0006676992,0.000353876,0.0010268649,0.0000820043,0.00085335114,0.006301802,0.018632486,0.025523089],"study_design_scores_gemma":[0.015378792,0.0026438653,0.37816897,0.0016536387,0.0020861204,0.00002867753,0.029798249,0.01981706,0.000022931623,0.011174762,0.53726673,0.001960202],"about_ca_topic_score_codex":0.0017512902,"about_ca_topic_score_gemma":0.00044617,"teacher_disagreement_score":0.56523854,"about_ca_system_score_codex":0.00031381278,"about_ca_system_score_gemma":0.00027491504,"threshold_uncertainty_score":0.99985445},"labels":[],"label_agreement":null},{"id":"W2598488873","doi":"10.1007/s00405-017-4536-5","title":"Reliability of a laryngo-pharyngeal esthesiometer and a method for measuring laryngo-pharyngeal mechano-sensitivity in a prospectively recruited cohort of patients","year":2017,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; Universidad de La Sabana; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Craft Ontario","keywords":"Intraclass correlation; Medicine; Swallowing; Pharyngeal reflex; Cough reflex; Prospective cohort study; Larynx; Reflex; Cohort; Oropharyngeal dysphagia; Limits of agreement; Nuclear medicine; Dysphagia; Surgery; Anesthesia; Internal medicine; Psychometrics","score_opus":0.04639090823776184,"score_gpt":0.3691689323305899,"score_spread":0.3227780240928281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598488873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96701664,0.0000612404,0.009175428,0.00030702347,0.0003040645,0.0057063876,0.00031807506,0.00006454315,0.017046584],"genre_scores_gemma":[0.9603228,0.00011208067,0.03841868,0.00017509519,0.00007149105,0.00028086998,0.00009238045,0.000095557494,0.000431053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923492,0.003655776,0.0016657183,0.0010412185,0.00042593124,0.0008621416],"domain_scores_gemma":[0.9942447,0.001980419,0.0019143114,0.0013213732,0.00032406687,0.00021512416],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005054518,0.0004786479,0.0015874938,0.0007085917,0.0004680495,0.000015669482,0.0007492315,0.00015674777,0.00004488179],"category_scores_gemma":[0.0019726912,0.00044558052,0.00029439817,0.00020511152,0.00056458596,0.00041848014,0.0014441236,0.00065625855,0.000008200297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024598981,0.0011073137,0.9514815,0.002057244,0.0003817235,0.00004841949,0.004288027,0.000010002735,0.028781475,0.0029450161,0.00019549046,0.006243856],"study_design_scores_gemma":[0.0047201845,0.0009849443,0.98600775,0.000465653,0.00021449006,0.000002652995,0.0001585556,0.0012302405,0.0029189028,0.002035904,0.0009156846,0.0003450403],"about_ca_topic_score_codex":0.0007249906,"about_ca_topic_score_gemma":0.00035140707,"teacher_disagreement_score":0.034526214,"about_ca_system_score_codex":0.000078383935,"about_ca_system_score_gemma":0.00015554942,"threshold_uncertainty_score":0.9997996},"labels":[],"label_agreement":null},{"id":"W2598841320","doi":"10.1044/2016_jslhr-s-16-0091","title":"Changes in Swallowing After Anterior Cervical Discectomy and Fusion With Instrumentation: A Presurgical Versus Postsurgical Videofluoroscopic Comparison","year":2017,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; York University; University Health Network","funders":"National Institutes of Health; University Health Network","keywords":"Swallowing; Anterior cervical discectomy and fusion; Medicine; Bolus (digestion); Hyoid bone; Cervical vertebrae; Surgery; Cervical spine","score_opus":0.09951247894456779,"score_gpt":0.4973297765794972,"score_spread":0.3978172976349294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598841320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932001,0.0008204005,0.0000073367255,0.003707166,0.00016349854,0.00035758613,0.0000010283453,0.000006500518,0.0017363528],"genre_scores_gemma":[0.99784535,0.0006883443,0.0007248834,0.000042086536,0.0002703792,0.000014251565,8.6791835e-7,0.000011706502,0.00040214637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821883,0.00025961068,0.0003499692,0.00018495483,0.00057570625,0.000410903],"domain_scores_gemma":[0.9990664,0.00030523242,0.0001633157,0.00018699179,0.0001054623,0.00017257326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018354564,0.00010432437,0.0003243953,0.0002500316,0.0005709911,0.00016763857,0.00016804456,0.00009250715,0.00021950134],"category_scores_gemma":[0.00010901109,0.00007140011,0.00002394965,0.000080669124,0.00012508272,0.00031406444,0.00046754873,0.00095657696,0.000004701196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003016931,0.00008441323,0.9498916,0.00029486802,0.00004579788,0.0011234339,0.006048043,3.1286865e-7,0.001214024,0.00006372676,0.000053202097,0.038163595],"study_design_scores_gemma":[0.0052783904,0.0007757914,0.9804079,0.0017199075,0.000021540369,0.000017841967,0.010344869,0.000107439955,0.00018508313,0.000022835391,0.0010283266,0.000090097776],"about_ca_topic_score_codex":0.0004862142,"about_ca_topic_score_gemma":0.002004552,"teacher_disagreement_score":0.0380735,"about_ca_system_score_codex":0.00009893257,"about_ca_system_score_gemma":0.00007831215,"threshold_uncertainty_score":0.43916592},"labels":[],"label_agreement":null},{"id":"W2600169874","doi":"10.1007/s00455-017-9794-2","title":"Swallowing Preparation and Execution: Insights from a Delayed-Response Functional Magnetic Resonance Imaging (fMRI) Study","year":2017,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Robarts Clinical Trials; Dalhousie University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Swallowing; Functional magnetic resonance imaging; Supplementary motor area; Motor cortex; Medicine; Putamen; Anterior cingulate cortex; Insula; Neuroscience; Lateralization of brain function; Magnetic resonance imaging; Insular cortex; Premotor cortex; Psychology; Anatomy; Surgery; Radiology; Cognition","score_opus":0.03140688185315894,"score_gpt":0.3718794019186242,"score_spread":0.34047252006546525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600169874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845644,0.0022581825,0.0011377926,0.0011022142,0.0016982936,0.001461959,0.000013202304,0.0001403793,0.0076235593],"genre_scores_gemma":[0.98852575,0.000033025528,0.00048870785,0.00050229277,0.00027584255,0.0003634678,0.000033406857,0.000026592388,0.009750914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774593,0.0005111038,0.0004480007,0.00054234604,0.0003881303,0.00036451325],"domain_scores_gemma":[0.9984215,0.00032245478,0.00026335937,0.0007436206,0.0001196566,0.00012941922],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006651457,0.0002185998,0.00023864766,0.00009737568,0.0027320718,0.00015215794,0.00025799088,0.00008063758,0.00063892314],"category_scores_gemma":[0.00018616597,0.00020712086,0.000039647086,0.00006949893,0.000079893594,0.0007505662,0.0004054888,0.00032055072,0.00031458863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059258416,0.0007449098,0.88976896,0.00006109265,0.0002494851,0.00031955357,0.019676091,0.000034125045,0.0032940865,0.004373634,0.05100722,0.024544973],"study_design_scores_gemma":[0.0028105604,0.00020836096,0.9404361,0.00006713754,0.00011579513,9.1484196e-7,0.0030457347,0.0030574366,0.000017505312,0.00084347755,0.049174733,0.00022221818],"about_ca_topic_score_codex":0.0007123762,"about_ca_topic_score_gemma":0.000520483,"teacher_disagreement_score":0.05066714,"about_ca_system_score_codex":0.0001375569,"about_ca_system_score_gemma":0.0001388587,"threshold_uncertainty_score":0.9985662},"labels":[],"label_agreement":null},{"id":"W2600982585","doi":"","title":"Problèmes de déglutition","year":2011,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Confusion; Humanities; Philosophy; Psychology; Psychoanalysis","score_opus":0.06782022919996251,"score_gpt":0.32473411587516465,"score_spread":0.25691388667520215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600982585","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008925191,0.0023623041,0.000813315,0.009474735,0.004141426,0.0011948062,0.00017034587,0.00009530602,0.97282255],"genre_scores_gemma":[0.41263866,0.0007528175,0.005690861,0.42501745,0.002425293,0.00038583184,0.00019678324,0.00019348877,0.15269879],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970671,0.0004294598,0.00035981878,0.00037870364,0.00017603919,0.0015888917],"domain_scores_gemma":[0.9982269,0.00004661702,0.00015488756,0.0004457786,0.000116428484,0.0010094157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045606596,0.00028705862,0.00027656517,0.0002628895,0.00081764755,0.000032453132,0.00033108762,0.000331919,0.00038814105],"category_scores_gemma":[0.000012011273,0.00034627598,0.00011592963,0.00037834264,0.00016076316,0.00036999883,0.00006631629,0.0006320057,0.004329011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001104503,0.00014585836,0.00073648134,0.00034895525,0.00016419188,0.00011095525,0.004554272,0.0000035126957,0.00011211397,0.28240505,0.62820655,0.083201],"study_design_scores_gemma":[0.00051215984,0.00012214975,0.06423972,0.0005161187,0.00019631695,2.382682e-7,0.008758842,0.00027596764,0.00004479116,0.033435807,0.89143836,0.0004595063],"about_ca_topic_score_codex":0.18623419,"about_ca_topic_score_gemma":0.14272621,"teacher_disagreement_score":0.8201238,"about_ca_system_score_codex":0.002210326,"about_ca_system_score_gemma":0.0023628906,"threshold_uncertainty_score":0.9998989},"labels":[],"label_agreement":null},{"id":"W2601201659","doi":"10.2196/rehab.6319","title":"Designing a Mobile Health App for Patients With Dysphagia Following Head and Neck Cancer: A Qualitative Study","year":2017,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; Covenant Health; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Cancer Foundation","keywords":"Swallowing; Head and neck cancer; Dysphagia; Medicine; Rehabilitation; Physical therapy; Physical medicine and rehabilitation; Mobile apps; Head and neck; Cancer; Surgery; Computer science; Internal medicine; World Wide Web","score_opus":0.04415951725877846,"score_gpt":0.4654675168807034,"score_spread":0.42130799962192494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601201659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822997,0.0002461738,0.0019282218,0.0027241958,0.00014063963,0.01199844,0.000043428536,0.0004354508,0.0001837709],"genre_scores_gemma":[0.9588647,0.000027240796,0.019680893,0.00006982063,0.000010256547,0.021011671,0.000013613659,0.000022581464,0.00029922614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822974,0.00026254178,0.000394386,0.0005113031,0.0002116403,0.0003903724],"domain_scores_gemma":[0.997718,0.0011074914,0.0005552616,0.00036300137,0.00019814978,0.000058101694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00087084627,0.00022085002,0.00042921072,0.00015763345,0.0023772195,0.000073992625,0.00017299157,0.00009988551,0.000004818287],"category_scores_gemma":[0.00064479944,0.00016775109,0.000040767474,0.000104773084,0.0002677685,0.0003835512,0.00023376572,0.00024091826,0.0000017697863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002453285,0.0004534666,0.88995934,0.00043833902,0.0001925802,6.6906864e-7,0.040694878,0.0000010461125,0.0000063971097,0.00184476,0.0010683519,0.06509486],"study_design_scores_gemma":[0.0036667055,0.004820365,0.63025665,0.00037046042,0.00003855956,1.6967297e-8,0.35802156,0.000022265287,0.0000017327943,0.0010539534,0.0015760737,0.0001716505],"about_ca_topic_score_codex":0.00023949562,"about_ca_topic_score_gemma":0.00035649407,"teacher_disagreement_score":0.3173267,"about_ca_system_score_codex":0.00019339593,"about_ca_system_score_gemma":0.000110983034,"threshold_uncertainty_score":0.9989216},"labels":[],"label_agreement":null},{"id":"W2602480215","doi":"10.1200/jco.2017.35.4_suppl.155","title":"Feasibility and acceptability of implementing an electronic patient reported outcome (e-PRO) dysphagia screening tool for routine multidisciplinary care.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Odynophagia; Swallowing; Family medicine; Physical therapy; Generalizability theory; Surgery","score_opus":0.35276706873523145,"score_gpt":0.607969602355176,"score_spread":0.2552025336199446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602480215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109846,0.00014479714,0.0028294264,0.0016333745,0.0011879684,0.0017294013,0.000014366419,0.000015199736,0.0013470012],"genre_scores_gemma":[0.97891206,0.000070190625,0.020225504,0.00021151577,0.00040261442,0.000041642317,0.0000098569235,0.000019876321,0.00010675878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915422,0.0011946424,0.0058228998,0.00040392036,0.00036202426,0.0006743024],"domain_scores_gemma":[0.98546994,0.0024064723,0.010064496,0.0007545881,0.0010466333,0.00025786198],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018123714,0.00019206987,0.0015306087,0.00009936114,0.00093510456,0.000019832916,0.00045557442,0.00034618244,0.00021696869],"category_scores_gemma":[0.0086278645,0.00014663831,0.00040075765,0.000054843324,0.00022537261,0.00052564486,0.0007500674,0.0011945402,8.462007e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018096408,0.00058943155,0.856932,0.00019852837,0.0002590569,0.000013962986,0.0006459034,0.0000035373696,0.000022909044,0.00037385445,0.0001422151,0.13900897],"study_design_scores_gemma":[0.008738283,0.005702348,0.97050357,0.00003821732,0.00041509673,0.0000036844865,0.0041640545,0.00036378353,0.000014534252,0.0009077026,0.009015137,0.0001335794],"about_ca_topic_score_codex":0.00009234172,"about_ca_topic_score_gemma":0.0005304373,"teacher_disagreement_score":0.1388754,"about_ca_system_score_codex":0.0003223431,"about_ca_system_score_gemma":0.0012510729,"threshold_uncertainty_score":0.9997229},"labels":[],"label_agreement":null},{"id":"W2605478177","doi":"10.1016/s0016-5085(17)33166-9","title":"Pilot Observations from a Multimodal Imaging Study of Dysphagic Patients in Early Stage Huntington'S Disease","year":2017,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Huntington's disease; Stage (stratigraphy); Medicine; Disease; Internal medicine; Biology","score_opus":0.051329343527614764,"score_gpt":0.36922537805671135,"score_spread":0.3178960345290966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605478177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631244,0.0000030970377,0.00022068452,0.0005640021,0.0009404728,0.0014936733,0.000090215355,0.000037727397,0.00033766282],"genre_scores_gemma":[0.9983281,0.0000036347235,0.00036820592,0.00046991842,0.000062387604,0.0002627678,0.000068095265,0.000023365887,0.00041353985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977815,0.00041958826,0.00061752467,0.00038720263,0.00022413959,0.0005700258],"domain_scores_gemma":[0.998236,0.000102046266,0.00064636447,0.00077314413,0.000116907155,0.00012551293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030403357,0.00017421838,0.00033011357,0.0001501469,0.00050352066,0.000022123044,0.00052826654,0.000025741838,0.00016633603],"category_scores_gemma":[0.00018001134,0.00017358434,0.000040514948,0.000042265812,0.000076109616,0.0003466204,0.00066301634,0.00033748534,0.000035665584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061301066,0.0016949094,0.9956734,0.000030712763,0.000060645314,0.000011363945,0.0013902538,0.000019638648,0.0000225081,0.000070079805,0.00029312595,0.00012035652],"study_design_scores_gemma":[0.008264038,0.000613072,0.9890939,0.00005301658,0.000057116456,5.155426e-9,0.001165232,0.00047428312,4.5676958e-7,0.00009034402,0.000117701085,0.00007085243],"about_ca_topic_score_codex":0.014527365,"about_ca_topic_score_gemma":0.014593014,"teacher_disagreement_score":0.007651027,"about_ca_system_score_codex":0.00008074226,"about_ca_system_score_gemma":0.000041454616,"threshold_uncertainty_score":0.992035},"labels":[],"label_agreement":null},{"id":"W2605786545","doi":"10.1111/ggi.13056","title":"Effects of age and viscosity on food transport and breathing–swallowing coordination during eating of two‐phase food in nursing home residents","year":2017,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"iNano Medical (Canada)","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Swallowing; Medicine; Bolus (digestion); Nursing homes; Anesthesia; Internal medicine; Surgery; Nursing","score_opus":0.029965987095417763,"score_gpt":0.3954295959841772,"score_spread":0.36546360888875945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605786545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98915315,0.000781136,0.0021252537,0.0014308465,0.0029246912,0.00078295526,0.00007346821,0.000033939046,0.0026945646],"genre_scores_gemma":[0.9969355,0.0006817499,0.0016143076,0.00008488847,0.00023393157,0.00008654269,0.000060145485,0.000029873363,0.00027306157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969615,0.00025114737,0.0011635642,0.0006772375,0.00046892875,0.00047766423],"domain_scores_gemma":[0.9972577,0.0006756896,0.0013511196,0.0003123489,0.00028268175,0.00012045975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089027337,0.00034250112,0.0007221083,0.0008446042,0.00054342713,0.000052395895,0.00054202206,0.00034987603,0.000037176338],"category_scores_gemma":[0.00045048646,0.0003686936,0.00009223329,0.00010558447,0.00028363796,0.0005462862,0.00031766243,0.00049800193,0.0000012488518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011478667,0.0008288672,0.9081848,0.0007318732,0.0007938181,0.00020274722,0.007472044,0.000029126566,0.0036133225,0.06872661,0.00010847942,0.008160436],"study_design_scores_gemma":[0.012196332,0.0006031561,0.9794564,0.00043012956,0.00017749603,0.000023596756,0.0004398892,0.00074560876,0.00021917334,0.005312217,0.00008809118,0.00030788901],"about_ca_topic_score_codex":0.0006889718,"about_ca_topic_score_gemma":0.0008107803,"teacher_disagreement_score":0.07127161,"about_ca_system_score_codex":0.00028285873,"about_ca_system_score_gemma":0.00008444738,"threshold_uncertainty_score":0.9998765},"labels":[],"label_agreement":null},{"id":"W2607978498","doi":"10.12968/bjnn.2017.13.sup2.s18","title":"The International Dysphagia Diet Standardisation Initiative (IDDSI) framework: the Kempen pilot","year":2017,"lang":"en","type":"article","venue":"British Journal of Neuroscience Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dysphagia; Terminology; Stakeholder; Medicine; Quality assurance; Medical education; Public relations; Political science; Surgery; Pathology","score_opus":0.12437131606012392,"score_gpt":0.46019700596495455,"score_spread":0.33582568990483064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607978498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5193396,0.0013553364,0.06123798,0.19805829,0.07857713,0.002444898,0.00007371541,0.000094035575,0.138819],"genre_scores_gemma":[0.99517196,0.0008569686,0.00033109265,0.0021469456,0.0006148009,0.000010848679,5.5859294e-7,0.000012777431,0.0008540374],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976694,0.0003363684,0.0005229682,0.00017093084,0.00091579097,0.0003845244],"domain_scores_gemma":[0.99744904,0.000571831,0.0012178996,0.0002977253,0.00037004036,0.000093436785],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026000352,0.000097358716,0.00014527884,0.00004672906,0.007415077,0.00097159925,0.0016053263,0.000039990377,0.000044321554],"category_scores_gemma":[0.0027802708,0.000067811285,0.0000682945,0.00008789973,0.00060501724,0.0010732588,0.00021290858,0.0009342537,0.000008203714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001980737,0.0008733444,0.051921833,0.00006049606,0.00020574864,0.0008369584,0.012617609,0.00022306097,0.0055921357,0.05640297,0.30193043,0.5673547],"study_design_scores_gemma":[0.00089120265,0.00048174316,0.90698177,0.0014692192,0.000052945536,0.00010986202,0.005169383,0.00064227276,0.000041947696,0.019976076,0.06404339,0.00014017554],"about_ca_topic_score_codex":0.000024938612,"about_ca_topic_score_gemma":0.00003968878,"teacher_disagreement_score":0.8550599,"about_ca_system_score_codex":0.00023342771,"about_ca_system_score_gemma":0.00029357077,"threshold_uncertainty_score":0.9938771},"labels":[],"label_agreement":null},{"id":"W2614073603","doi":"10.1503/cmaj.160969","title":"Accidental barium bronchography","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Bronchography; Accidental; Medicine; Emergency department; Barium; Basal cell; General surgery; Surgery; Pathology","score_opus":0.019101774696928177,"score_gpt":0.3737910604875744,"score_spread":0.3546892857906462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614073603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1193368,0.0001317369,0.0004912747,0.23946169,0.016893368,0.0005814583,0.000029294639,0.000070565955,0.62300384],"genre_scores_gemma":[0.9626352,0.00015289448,0.00012221285,0.021280916,0.0037736662,0.000022029746,0.000009548163,0.000018589972,0.011984912],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997289,0.00025220242,0.00042796237,0.00013471916,0.0011701792,0.00072593155],"domain_scores_gemma":[0.9971416,0.00013037358,0.00054538774,0.0002330133,0.00027761978,0.0016719915],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002693166,0.000101690915,0.00017466057,0.00017225444,0.0039070593,0.00018370962,0.00062678073,0.00036773668,0.020043539],"category_scores_gemma":[0.0016469104,0.00009275124,0.00010392075,0.000062761086,0.000036433634,0.00036482885,0.00008261074,0.0015210037,0.0013442904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020055995,0.000007762871,0.531573,0.00000459907,0.00008318094,0.00010861093,0.00012961804,9.944967e-8,9.369466e-7,0.0025634777,0.4584572,0.007069524],"study_design_scores_gemma":[0.0006280368,0.000010469211,0.4301978,0.00003759897,0.000015945865,0.0000048455213,0.00056202017,0.000029301547,2.8753226e-7,0.0003949085,0.5680513,0.00006746875],"about_ca_topic_score_codex":0.0061670216,"about_ca_topic_score_gemma":0.10415407,"teacher_disagreement_score":0.84329844,"about_ca_system_score_codex":0.0010717345,"about_ca_system_score_gemma":0.0025608027,"threshold_uncertainty_score":0.9994333},"labels":[],"label_agreement":null},{"id":"W2616407721","doi":"10.1007/s00455-017-9812-4","title":"Sagittal Plane Kinematics of the Jaw and Hyolingual Apparatus During Swallowing in Macaca mulatta","year":2017,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Japan Society for the Promotion of Science; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; National Institute of Dental and Craniofacial Research; University of Chicago; Brain Research Foundation","keywords":"Swallowing; Medicine; Sagittal plane; Macaque; Anatomy; Thyroid cartilage; Kinematics; Orthodontics; Hyoid bone; Tongue; Biology; Dentistry; Larynx; Pathology","score_opus":0.03449030261816865,"score_gpt":0.39237738571642516,"score_spread":0.3578870830982565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616407721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97390294,0.00009116204,0.000026191055,0.00060937385,0.0009494255,0.0007316711,0.000011735817,0.000027333917,0.023650149],"genre_scores_gemma":[0.9945797,0.00003483384,0.0005560018,0.00018713086,0.000070322036,0.000033300217,0.0000053807703,0.000021022859,0.004512307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984488,0.00011779111,0.00050398894,0.00023054195,0.00026342124,0.00043545855],"domain_scores_gemma":[0.9987135,0.00013370856,0.0003942038,0.0006508066,0.0000359401,0.00007186199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775386,0.00016215804,0.00029712982,0.0000747695,0.0008137593,0.00003244146,0.00043821894,0.00012191059,0.000110366505],"category_scores_gemma":[0.00018239839,0.00012194866,0.000045333392,0.000069922105,0.00010195624,0.0001770324,0.0006771842,0.00046115808,0.000027416329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012697295,0.00015786172,0.974906,0.0017319203,0.00019712359,0.00009630993,0.0062550106,0.00017786764,0.004300246,0.008233908,0.0023428225,0.001473926],"study_design_scores_gemma":[0.0022232935,0.00002112981,0.9922076,0.0004831132,0.000058579986,0.0000022094189,0.0011528096,0.000827278,0.00059291336,0.00047516983,0.001782231,0.00017368772],"about_ca_topic_score_codex":0.00048134424,"about_ca_topic_score_gemma":0.00035352012,"teacher_disagreement_score":0.020676743,"about_ca_system_score_codex":0.000055954668,"about_ca_system_score_gemma":0.00007002146,"threshold_uncertainty_score":0.6258861},"labels":[],"label_agreement":null},{"id":"W2617309336","doi":"10.1007/s00455-017-9809-z","title":"Reflections on Clinical and Statistical Use of the Penetration-Aspiration Scale","year":2017,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Categorical variable; Ordinal Scale; Medicine; Dysphagia; Logistic regression; Scale (ratio); Ordinal data; Swallowing; Otorhinolaryngology; Statistics; Econometrics; Surgery; Mathematics; Internal medicine; Cartography","score_opus":0.5703174081077372,"score_gpt":0.6372003949856074,"score_spread":0.0668829868778702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617309336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000067637135,0.90171975,0.0026513317,0.0005670737,0.010525246,0.009042103,0.0005892897,0.00013998167,0.07469761],"genre_scores_gemma":[0.00015226129,0.98311794,0.0011239464,0.00043082412,0.00035556994,0.00030176068,0.00014209661,0.000042938238,0.014332643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964737,0.0012219476,0.0012842356,0.00042194928,0.00031534708,0.00028281307],"domain_scores_gemma":[0.9963143,0.0014249113,0.0011277829,0.00092645205,0.00009887429,0.00010769197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010319514,0.00026860388,0.0009852488,0.00009702032,0.0010305357,0.000055632994,0.000309427,0.00043264727,0.00038064638],"category_scores_gemma":[0.0005803306,0.00017039424,0.00019850678,0.000104271836,0.000252483,0.00015921262,0.0002568418,0.0010512432,0.00019391184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016154341,0.00015543796,0.0022444713,0.0048122765,0.00030672876,0.0000029902462,0.00009977082,5.4076327e-7,1.1621614e-7,0.04612929,0.05774328,0.88848895],"study_design_scores_gemma":[0.00024686297,0.00014589322,0.0074742553,0.002702962,0.00080948643,7.74315e-7,0.000022225557,0.000012527657,4.4828294e-8,0.00026815096,0.98816913,0.0001476553],"about_ca_topic_score_codex":0.00008447833,"about_ca_topic_score_gemma":0.00038193012,"teacher_disagreement_score":0.9304259,"about_ca_system_score_codex":0.00007663957,"about_ca_system_score_gemma":0.0005531464,"threshold_uncertainty_score":0.7926152},"labels":[],"label_agreement":null},{"id":"W2619674064","doi":"10.1016/j.ijporl.2017.05.024","title":"Dysphagia in healthy children: Characteristics and management of a consecutive cohort at a tertiary centre","year":2017,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Laryngomalacia; Dysphagia; Swallowing; Cohort; Subglottic stenosis; Airway; Retrospective cohort study; Pediatrics; Psychological intervention; Surgery; Internal medicine; Stridor","score_opus":0.017146642883677853,"score_gpt":0.3609174701047188,"score_spread":0.34377082722104096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619674064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226165,0.00033256612,0.00007932952,0.0024646074,0.002402835,0.0006117676,0.00004541143,0.000007600272,0.0017942393],"genre_scores_gemma":[0.99266756,0.0051488886,0.0005245289,0.00052474265,0.0005880172,0.000014480628,0.000017761535,0.0000146596385,0.00049938186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777824,0.00022816434,0.001062032,0.00021174425,0.00040871333,0.0003111298],"domain_scores_gemma":[0.9971178,0.00018881535,0.0020106707,0.00023877212,0.00032648043,0.00011743221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084492774,0.00015640909,0.0004098145,0.00037983476,0.00020553183,0.000017761053,0.000639746,0.00013316679,0.00022145963],"category_scores_gemma":[0.00010816707,0.00014227291,0.00007401952,0.00004663124,0.00010108855,0.0002437874,0.00067683094,0.00042915417,0.00002161652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005754976,0.00016892234,0.99229944,0.000116949566,0.0005869406,0.00035513358,0.00039186687,4.625284e-7,0.000013160215,0.002050443,0.0027394576,0.0007017405],"study_design_scores_gemma":[0.0031310348,0.00012635585,0.99500537,0.00008428582,0.00017492451,0.00003562352,0.00013010115,0.000020472244,0.0000038496664,0.00017779077,0.0010084934,0.00010167647],"about_ca_topic_score_codex":0.00013554223,"about_ca_topic_score_gemma":0.00008110036,"teacher_disagreement_score":0.0048163226,"about_ca_system_score_codex":0.0002753918,"about_ca_system_score_gemma":0.00014226451,"threshold_uncertainty_score":0.58017206},"labels":[],"label_agreement":null},{"id":"W2621084619","doi":"10.1017/cjn.2017.62","title":"GP.03 Outcomes after gastrostomy tube placement in patients with acute stroke: A 10-year population-based study using the Ontario Stroke Registry","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Dysphagia; Stroke (engine); Aspiration pneumonia; Modified Rankin Scale; Propensity score matching; Gastrostomy; Surgery; PEG ratio; Feeding tube; Population; Mortality rate; Pneumonia; Internal medicine; Ischemic stroke","score_opus":0.046681366314409035,"score_gpt":0.3498021952181901,"score_spread":0.30312082890378106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621084619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447006,0.00002021135,0.000018005832,0.0025014647,0.000884787,0.00079436734,0.000025668072,0.0000090179565,0.0012764315],"genre_scores_gemma":[0.9965403,0.0000037182015,0.0010625722,0.0018902855,0.000091491005,0.000018488161,6.4047475e-7,0.000012188148,0.00038031687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994517,0.0012752484,0.0009937199,0.0005240106,0.0012189581,0.0014710511],"domain_scores_gemma":[0.99630123,0.00039502728,0.0015693379,0.0004010285,0.00039873263,0.0009346169],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042795655,0.000354152,0.0005385271,0.0006283113,0.006976124,0.0008088978,0.0025063835,0.00013106951,0.00063379627],"category_scores_gemma":[0.000667035,0.00019103664,0.00014510831,0.0003409712,0.0017826378,0.0011332463,0.00017242163,0.001701375,0.0000035325286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003710848,0.00008002878,0.99539006,0.0000034711472,0.000037686063,0.0012813199,0.00053712085,0.0020430097,3.7463172e-7,0.00003625179,0.00013780572,0.00008179207],"study_design_scores_gemma":[0.0014119851,0.017661141,0.97883296,0.000043426484,0.000088300956,0.000053858963,0.0009075286,0.00021372137,4.0901006e-7,0.0001721345,0.0004205371,0.00019402149],"about_ca_topic_score_codex":0.045906946,"about_ca_topic_score_gemma":0.8684972,"teacher_disagreement_score":0.82259023,"about_ca_system_score_codex":0.000995012,"about_ca_system_score_gemma":0.0046090176,"threshold_uncertainty_score":0.99431664},"labels":[],"label_agreement":null},{"id":"W2621140279","doi":"10.1017/cjn.2017.143","title":"P.059 Predictors of gastrostomy tube placement in patients with dysphagia after acute stroke","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Percutaneous endoscopic gastrostomy; Medicine; Dysphagia; Stroke (engine); Odds ratio; Internal medicine; Swallowing; Feeding tube; Thrombolysis; Gastrostomy; Dementia; PEG ratio; Surgery; Disease; Myocardial infarction","score_opus":0.0248168137094363,"score_gpt":0.3206995371811277,"score_spread":0.2958827234716914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621140279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990944,0.00011167843,0.000024362696,0.0019410681,0.0014181762,0.00045740715,0.000039034818,0.00000872988,0.005055514],"genre_scores_gemma":[0.9972024,0.000090552334,0.0010837953,0.0013130934,0.00013987455,0.000012486672,5.2073295e-7,0.000012068204,0.00014523794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99473596,0.00090893917,0.0011782584,0.00047376807,0.0010907742,0.0016122754],"domain_scores_gemma":[0.99567765,0.0003259536,0.0018280708,0.00029158127,0.0005480546,0.0013286943],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0041568982,0.00032554226,0.0006030497,0.00091470627,0.0035601396,0.00032282478,0.0025031758,0.00017243532,0.00043678374],"category_scores_gemma":[0.00082409615,0.0002022247,0.00013644074,0.00044960523,0.0047678025,0.0015067497,0.0001997951,0.0014687895,0.00000376007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039074183,0.000049157345,0.9962316,0.000011193605,0.00004330259,0.0012081198,0.00036649388,0.0004724883,0.000002769813,0.00019825043,0.00062042405,0.000405429],"study_design_scores_gemma":[0.0011558578,0.03383874,0.9623063,0.00009075082,0.00006722225,0.000114241484,0.00028531323,0.00009216599,0.00000776259,0.0005308775,0.0013276492,0.00018309704],"about_ca_topic_score_codex":0.0015095943,"about_ca_topic_score_gemma":0.0832265,"teacher_disagreement_score":0.08171691,"about_ca_system_score_codex":0.0003407968,"about_ca_system_score_gemma":0.003324473,"threshold_uncertainty_score":0.99794066},"labels":[],"label_agreement":null},{"id":"W2624771429","doi":"10.15273/pnsis.v49i1.6971","title":"Where have all the swallows gone?","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Art","score_opus":0.0805500264580409,"score_gpt":0.4034701349641224,"score_spread":0.3229201085060815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624771429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63359123,0.00006373813,0.000036794347,0.018101593,0.010148118,0.0013445767,0.000005476371,0.000034426197,0.336674],"genre_scores_gemma":[0.98058057,0.000056639074,0.0014077923,0.00049165235,0.000118766926,0.00002335789,1.7960998e-7,0.000009722682,0.01731134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790496,0.0000075557978,0.00045154348,0.0003237486,0.00081056333,0.0005016614],"domain_scores_gemma":[0.99763733,0.000029234945,0.0010802461,0.0005896307,0.000575709,0.000087846944],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0022063265,0.00014850649,0.00022376042,0.00009789276,0.0027163343,0.000103142294,0.004192503,0.00006367136,0.00008326291],"category_scores_gemma":[0.00057152874,0.000082010345,0.00008507218,0.00027982818,0.003940043,0.0014779277,0.0018112386,0.0003646808,0.000034923225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009448884,0.00027331628,0.3011062,0.0018639503,0.00017174728,0.0000014301744,0.013567023,0.000029091385,0.09235909,0.40867284,0.173998,0.007862815],"study_design_scores_gemma":[0.0017833783,0.0001508147,0.4484992,0.002602552,0.00021287752,0.0000034450268,0.010646065,0.00069607416,0.019522326,0.0073476387,0.5080402,0.00049547],"about_ca_topic_score_codex":0.00079281005,"about_ca_topic_score_gemma":0.00060812285,"teacher_disagreement_score":0.4013252,"about_ca_system_score_codex":0.00009946225,"about_ca_system_score_gemma":0.0003611584,"threshold_uncertainty_score":0.99877065},"labels":[],"label_agreement":null},{"id":"W2724925318","doi":"10.1093/geroni/igx004.926","title":"MAKING THE MOST OF MEALTIMES: WHO IS PRESCRIBED MODIFIED TEXTURE FOODS IN CANADIAN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Toronto; University Health Network; Research Institute for Aging; Toronto Rehabilitation Institute; University of Waterloo","funders":"","keywords":"Medicine; Medical prescription; Malnutrition; Cross-sectional study; Dysphagia; Terminology; Dementia; Gerontology; Family medicine; Environmental health; Nursing; Surgery; Internal medicine","score_opus":0.09754246241603898,"score_gpt":0.448903372757771,"score_spread":0.351360910341732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724925318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87998194,0.00017002304,0.00074630074,0.012230786,0.00086877233,0.0017949957,0.000024507899,0.000031240335,0.10415143],"genre_scores_gemma":[0.9963161,0.000010717118,0.000084958025,0.0021282737,0.00007442685,0.000114203,0.00003212606,0.000016217953,0.0012229875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984686,0.0001084465,0.0006064572,0.00019623507,0.00019348934,0.00042679597],"domain_scores_gemma":[0.99869037,0.000060770657,0.00045733174,0.00053409475,0.00022936786,0.000028069422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083901663,0.000113480826,0.00017678353,0.00050128426,0.0006348833,0.000047860998,0.00042287982,0.00010575806,0.000107438],"category_scores_gemma":[0.000148377,0.000095276206,0.000015403788,0.00054798654,0.000040523897,0.00025674494,0.00015667565,0.00044352276,0.0000063912557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011538178,0.000009922939,0.9518477,0.00035889613,0.000018268185,0.000007829407,0.01867026,0.000062272185,0.00004139946,0.017844176,0.0030871395,0.008040647],"study_design_scores_gemma":[0.00076080946,0.000008639488,0.9885453,0.0010139775,0.0000080229365,1.0763043e-7,0.004661011,0.001217664,0.000040650713,0.00051325536,0.0031196517,0.00011092011],"about_ca_topic_score_codex":0.1148123,"about_ca_topic_score_gemma":0.38362536,"teacher_disagreement_score":0.26881304,"about_ca_system_score_codex":0.00040643435,"about_ca_system_score_gemma":0.00044542903,"threshold_uncertainty_score":0.8910822},"labels":[],"label_agreement":null},{"id":"W2726140126","doi":"10.1007/s00455-017-9819-x","title":"Trends in Research Literature Describing Dysphagia in Motor Neuron Diseases (MND): A Scoping Review","year":2017,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; University of Toronto; Toronto Rehabilitation Institute","keywords":"Dysphagia; Swallowing; Medicine; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Rehabilitation; Physical therapy; Intensive care medicine; Surgery","score_opus":0.5147820365676568,"score_gpt":0.6062271474156845,"score_spread":0.09144511084802776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726140126","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005685918,0.97155905,0.00000481646,0.00043843428,0.0021251251,0.009996522,0.00018649685,0.0001658599,0.0155180255],"genre_scores_gemma":[0.000026789376,0.9708842,0.00013250257,0.0005658403,0.0005641558,0.005939941,0.0011357777,0.00024752383,0.020503271],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98459667,0.0061325505,0.0032635976,0.0019626736,0.0013576156,0.002686888],"domain_scores_gemma":[0.99332756,0.0016690921,0.001484515,0.0026960291,0.00030261016,0.00052020315],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0063515776,0.0012152896,0.004720211,0.0034618562,0.0011379371,0.00029037448,0.0022316426,0.0010272689,0.001525063],"category_scores_gemma":[0.0017315402,0.0010413858,0.0007073923,0.0032337522,0.00018675943,0.0008763014,0.0017158403,0.006207763,0.00091377477],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023454713,0.0001815113,0.00044628762,0.2959744,0.00010885895,0.00091762195,0.00023158794,2.0859025e-7,9.962507e-8,0.0004521415,0.023053909,0.6786099],"study_design_scores_gemma":[0.0005747424,0.000058004574,0.0006161613,0.50980335,0.00034144134,0.000003515532,0.000031493826,0.000007731999,1.0712743e-8,0.00003805703,0.4880453,0.00048018087],"about_ca_topic_score_codex":0.00029160708,"about_ca_topic_score_gemma":0.00097183255,"teacher_disagreement_score":0.67812973,"about_ca_system_score_codex":0.0014576126,"about_ca_system_score_gemma":0.0019544158,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W2732047356","doi":"10.1161/circoutcomes.4.suppl_1.ap246","title":"Abstract P246: Hospital Acquired Pneumonia and Dysphagia Screening in Patients With Acute Ischemic Stroke: Findings From Get With the Guidelines-Stroke","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Dyslipidemia; Atrial fibrillation; Internal medicine; Pneumonia; Logistic regression; Diabetes mellitus; Hospital-acquired pneumonia; Swallowing; Disease; Surgery","score_opus":0.060165492472748404,"score_gpt":0.34213357666508776,"score_spread":0.2819680841923394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732047356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918147,0.00037567876,0.0048423186,0.0006994026,0.00014910886,0.0012455174,0.000088406036,0.00006596317,0.0007189026],"genre_scores_gemma":[0.9973608,0.000054728844,0.0015910203,0.00053723535,0.000044935536,0.000091956645,0.00013340091,0.000032305503,0.00015358788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747056,0.00029646608,0.0006279535,0.0005187844,0.00067745807,0.00040877116],"domain_scores_gemma":[0.9986652,0.00020085296,0.00025935145,0.00056200684,0.00020104425,0.000111559406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014768022,0.0002997253,0.00061971147,0.00009918755,0.00051449443,0.000047171965,0.00016696233,0.00015606305,0.000054134598],"category_scores_gemma":[0.00006736645,0.00019329741,0.0001776973,0.00013933794,0.00012156075,0.0004674178,0.00014356305,0.00029899713,0.00000844363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011085997,0.00003993147,0.9924389,0.000056862245,0.0024556613,0.000009094388,0.0019611244,0.000037786496,0.000023617986,0.00012505412,0.00013097831,0.002610143],"study_design_scores_gemma":[0.004024713,0.00003877125,0.99212575,0.00007974462,0.0005625997,3.2992457e-7,0.0017504394,0.000052030635,0.000011248256,0.000029359426,0.0010344422,0.00029054895],"about_ca_topic_score_codex":0.0011817904,"about_ca_topic_score_gemma":0.00012996412,"teacher_disagreement_score":0.0055461274,"about_ca_system_score_codex":0.000057743327,"about_ca_system_score_gemma":0.00005466883,"threshold_uncertainty_score":0.78824395},"labels":[],"label_agreement":null},{"id":"W2732360227","doi":"10.1093/geroni/igx004.845","title":"BEYOND THE ISOLATED SWALLOW: DYSPHAGIA IN THE CONTEXT OF PERFORMANCE DURING A MEAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Ingestion; Rehabilitation; Context (archaeology); Physical therapy; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.04286957441086549,"score_gpt":0.3876748801096236,"score_spread":0.3448053056987581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732360227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96088463,0.000021208003,0.00014974522,0.007310567,0.00046862345,0.0006863334,0.0000011651207,0.000017322955,0.030460414],"genre_scores_gemma":[0.99723184,0.000021841777,0.000047032885,0.0014389995,0.00006702646,0.00013226255,0.0000067919664,0.000009382382,0.001044818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985387,0.00015418915,0.00066746,0.00013833819,0.00022522334,0.0002760896],"domain_scores_gemma":[0.99872965,0.00013911299,0.0005316758,0.00046060004,0.00013108292,0.000007866757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021341676,0.00009263053,0.00013962842,0.00021492555,0.00078663335,0.000034443816,0.00048994465,0.00005454509,0.0000683652],"category_scores_gemma":[0.00012649811,0.00005972506,0.000014445884,0.0005088919,0.00006202333,0.00034429185,0.00016892298,0.0005050311,0.000022418473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005823879,0.000054104672,0.9020861,0.00023281599,0.000032502045,0.0000063205607,0.02420171,0.000036229652,0.0013268526,0.06457424,0.0010032364,0.006387689],"study_design_scores_gemma":[0.0015108654,0.000019003246,0.9809586,0.0002611529,0.000008204997,4.260716e-7,0.010556729,0.0023264082,0.00020722476,0.00076271244,0.00329703,0.0000916761],"about_ca_topic_score_codex":0.00030646843,"about_ca_topic_score_gemma":0.0004330783,"teacher_disagreement_score":0.07887251,"about_ca_system_score_codex":0.00009100759,"about_ca_system_score_gemma":0.00006588536,"threshold_uncertainty_score":0.6050227},"labels":[],"label_agreement":null},{"id":"W2733447900","doi":"10.3941/jrcr.v11i6.3093","title":"Calcification of the epiglottis presenting as foreign body sensation in the neck","year":2017,"lang":"en","type":"article","venue":"Journal of Radiology Case Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epiglottis; Medicine; Swallowing; Calcification; Presentation (obstetrics); Airway; Epiglottitis; Foreign body; Radiology; Anatomy; Larynx; Surgery","score_opus":0.05588904199672707,"score_gpt":0.42891518629263203,"score_spread":0.37302614429590497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733447900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765258,0.00008504237,0.00018883892,0.0038196705,0.0009711154,0.0005154258,7.546312e-7,0.0000032070611,0.017890146],"genre_scores_gemma":[0.9987713,0.00007933263,0.0001584807,0.00020939863,0.00024222012,0.000014073032,0.00000156581,0.0000062959066,0.0005173467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978849,0.00065870595,0.00095505815,0.00010038782,0.00021634725,0.00018454749],"domain_scores_gemma":[0.99529934,0.00034284848,0.0035547558,0.0005958058,0.0001774409,0.000029813411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036449635,0.000072492854,0.00022221525,0.00007601745,0.0006242245,0.000012647446,0.00017422327,0.00010132254,0.00002847],"category_scores_gemma":[0.0013718639,0.00003902011,0.00009511422,0.000047132944,0.00008346661,0.00018205695,0.00008148475,0.00042793714,0.0000015353903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034517172,0.00008084083,0.94845676,0.00007094231,0.00011588644,0.022137728,0.0029581152,0.00006346006,0.0005922253,0.007436558,0.016825669,0.0012272948],"study_design_scores_gemma":[0.0005014032,0.000070045455,0.92842627,0.000111852794,0.00011936886,0.04862995,0.0037469273,0.00019235518,0.0001007233,0.007763706,0.010276753,0.00006066153],"about_ca_topic_score_codex":0.00037177626,"about_ca_topic_score_gemma":0.0001273096,"teacher_disagreement_score":0.026492225,"about_ca_system_score_codex":0.00007746725,"about_ca_system_score_gemma":0.0001832927,"threshold_uncertainty_score":0.4801093},"labels":[],"label_agreement":null},{"id":"W2738770731","doi":"10.1007/s00455-017-9825-z","title":"How Swallow Pressures and Dysphagia Affect Malnutrition and Mealtime Outcomes in Long-Term Care","year":2017,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo; Toronto Rehabilitation Institute; Research Institute for Aging; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Dysphagia; Medicine; Malnutrition; Swallowing; Body mass index; Weakness; Odds ratio; Pediatrics; Calorie; Physical therapy; Internal medicine; Surgery","score_opus":0.030472291913764236,"score_gpt":0.39424197525015037,"score_spread":0.36376968333638615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738770731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758313,0.0040053255,0.00020881713,0.006577862,0.0012618346,0.003088695,0.000055772744,0.00016736335,0.0088030575],"genre_scores_gemma":[0.9853888,0.0007736699,0.0005282348,0.0004917289,0.0001285632,0.00034591515,0.000066077664,0.000047804602,0.012229189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975976,0.00029608308,0.00039225072,0.00062412565,0.0003470562,0.00074292655],"domain_scores_gemma":[0.9982774,0.0002437485,0.00037685133,0.0007688615,0.00010241611,0.00023067115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052289834,0.00036673257,0.0005849199,0.00019766718,0.0012631245,0.0002943464,0.00037849403,0.0002761742,0.00015110408],"category_scores_gemma":[0.00017727927,0.0003235805,0.000059188995,0.00006318277,0.00017183548,0.00083568855,0.00058604433,0.00054023025,0.000042937845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007542157,0.00007401274,0.9844247,0.0014116926,0.00015406508,0.00010898656,0.00136446,5.378313e-7,0.0001282017,0.0013688644,0.00274871,0.008140344],"study_design_scores_gemma":[0.003772164,0.000122046884,0.99062055,0.0003385877,0.00014702955,0.0000020228103,0.000822554,0.000068993555,0.000076708886,0.00028886492,0.0034104122,0.00033007647],"about_ca_topic_score_codex":0.00036470834,"about_ca_topic_score_gemma":0.0019148815,"teacher_disagreement_score":0.009557544,"about_ca_system_score_codex":0.00011653272,"about_ca_system_score_gemma":0.00006683949,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W2741167515","doi":"10.1016/j.compbiomed.2017.07.014","title":"Inferring the effects of saliva on liquid bolus flow using computer simulation","year":2017,"lang":"en","type":"article","venue":"Computers in Biology and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Bolus (digestion); Swallowing; Saliva; Mechanics; Simulation; Lubrication; Computer science; Physics; Materials science; Medicine; Surgery; Internal medicine; Composite material","score_opus":0.06310238598990055,"score_gpt":0.4811221260419514,"score_spread":0.4180197400520509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741167515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9056399,0.00020509452,0.086030245,0.0019505685,0.004285736,0.00065982837,5.3771964e-7,0.000020236406,0.0012078849],"genre_scores_gemma":[0.996121,0.00008998085,0.0014500325,0.0018506676,0.00044077472,0.0000072908333,0.000004779135,0.0000048982497,0.000030584608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991805,0.00021504817,0.00023154893,0.00014678431,0.00005129489,0.0001748521],"domain_scores_gemma":[0.9983544,0.001133552,0.00019100159,0.0002648058,0.000025756133,0.000030525553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004835771,0.000086905995,0.00022654419,0.00007813947,0.0004257677,0.0000024999324,0.00016179551,0.000088509885,0.0000087069375],"category_scores_gemma":[0.00012369917,0.000052179217,0.000013896133,0.000029248298,0.00020190208,0.00003808172,0.00023272473,0.00020739638,0.0000017236404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011958835,0.00028199647,0.6427347,0.0026157908,0.00048802976,0.00006607777,0.016312039,0.014987127,0.0035932125,0.08069817,0.007527752,0.22949922],"study_design_scores_gemma":[0.0053038853,0.00166994,0.54437613,0.0029668254,0.000077905956,8.9212983e-7,0.00017091719,0.43707907,0.00005215885,0.002307444,0.0058235484,0.00017128227],"about_ca_topic_score_codex":0.000100782454,"about_ca_topic_score_gemma":0.000015059894,"teacher_disagreement_score":0.42209196,"about_ca_system_score_codex":0.000028656876,"about_ca_system_score_gemma":0.000017124545,"threshold_uncertainty_score":0.3274704},"labels":[],"label_agreement":null},{"id":"W2741704041","doi":"10.1007/s12975-017-0548-0","title":"Route of Feeding as a Proxy for Dysphagia After Stroke and the Effect of Transdermal Glyceryl Trinitrate: Data from the Efficacy of Nitric Oxide in Stroke Randomised Controlled Trial","year":2017,"lang":"en","type":"article","venue":"Translational Stroke Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dartmouth General Hospital","funders":"Bupa Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Stroke (engine); Percutaneous endoscopic gastrostomy; Dysphagia; Modified Rankin Scale; Internal medicine; Neurology; Swallowing; Odds ratio; Anesthesia; Surgery; Ischemic stroke","score_opus":0.11027321691495816,"score_gpt":0.47552732409631854,"score_spread":0.36525410718136037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741704041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96994996,0.00064377853,0.0006585694,0.0018919283,0.00014070784,0.021825384,0.0013766252,0.000008888816,0.0035041326],"genre_scores_gemma":[0.9955546,0.00011608748,0.00023262978,0.000014548423,0.00018865512,0.0025199081,0.0001178588,0.00002507558,0.001230605],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993786,0.0025924344,0.0013377824,0.00042127763,0.0012928505,0.0005696983],"domain_scores_gemma":[0.9690304,0.02918927,0.0005598271,0.0008614086,0.000275723,0.00008338279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013423038,0.00022794436,0.0011001684,0.00023086317,0.0006743764,0.000050124032,0.0011896205,0.00017234407,0.00023269535],"category_scores_gemma":[0.0020215402,0.00012773165,0.00028486134,0.00015588611,0.000647312,0.00031504122,0.00019366323,0.0007864176,0.0000034991488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94088274,0.00019459055,0.050809864,0.00035483096,0.0010882209,0.0000021924948,0.00079556747,0.000029393876,0.0027470707,0.0014167312,0.00013077194,0.0015480005],"study_design_scores_gemma":[0.8341134,0.0005390199,0.15890658,0.00018505484,0.00048473923,1.2386761e-7,0.00034666658,0.0041223606,0.00064368034,0.0002876395,0.00026454483,0.00010615651],"about_ca_topic_score_codex":0.001422173,"about_ca_topic_score_gemma":0.00031910345,"teacher_disagreement_score":0.10809671,"about_ca_system_score_codex":0.00003634211,"about_ca_system_score_gemma":0.00048784434,"threshold_uncertainty_score":0.52087456},"labels":[],"label_agreement":null},{"id":"W2741825662","doi":"10.1016/j.ijporl.2017.07.037","title":"Management of cricopharyngeal achalasia in an 8-month child using endoscopic cricopharyngeal myotomy","year":2017,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Cricopharyngeal myotomy; Achalasia; Myotomy; Swallowing; Surgery; Gastrostomy; Botulinum toxin; Endoscopy; Rigid bronchoscopy; Airway; Anesthesia; Esophagus","score_opus":0.0506378285214118,"score_gpt":0.4291011958616369,"score_spread":0.3784633673402251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741825662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98122823,0.00051509304,0.0004896885,0.0007643716,0.007064664,0.00058285677,0.000019066574,0.00001773686,0.009318273],"genre_scores_gemma":[0.99294114,0.000919394,0.0031566792,0.00021839658,0.0024386453,0.000023811292,0.000011661433,0.00003244886,0.0002578095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965506,0.00038328185,0.0014793865,0.00031091165,0.00076972786,0.0005060851],"domain_scores_gemma":[0.9962831,0.00014025983,0.002374332,0.00048841024,0.0005399816,0.0001739319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110408,0.00025309538,0.0005857176,0.0009139129,0.00034602536,0.00004852222,0.0019267644,0.00019805187,0.00045147783],"category_scores_gemma":[0.0000860131,0.00023752287,0.00016567051,0.00013203401,0.00008618042,0.0011602617,0.00064901327,0.0008149972,0.000025919913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036822833,0.0006186237,0.9899573,0.00020072279,0.0004038823,0.0013285825,0.000581234,0.00006905756,0.00014366752,0.003814433,0.00072663825,0.0017876292],"study_design_scores_gemma":[0.004962078,0.00033528803,0.9912836,0.00015750073,0.00025252881,0.000019940418,0.00048313456,0.00033184828,0.00003150187,0.00052191777,0.0014629202,0.00015771732],"about_ca_topic_score_codex":0.0002656594,"about_ca_topic_score_gemma":0.00007536213,"teacher_disagreement_score":0.011712903,"about_ca_system_score_codex":0.00037742234,"about_ca_system_score_gemma":0.0002454602,"threshold_uncertainty_score":0.96859014},"labels":[],"label_agreement":null},{"id":"W2742146274","doi":"10.1044/persp2.sig13.103","title":"Optimizing Respiratory-Swallowing Coordination in Patients With Oropharyngeal Head and Neck Cancer","year":2017,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Swallowing; Medicine; Dysphagia; Head and neck cancer; Quality of life (healthcare); Radiation therapy; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Physical therapy; Intensive care medicine; Surgery","score_opus":0.04727439440295963,"score_gpt":0.38316166604442536,"score_spread":0.33588727164146576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742146274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843519,0.00008643009,0.000021393847,0.0017452,0.0011096568,0.00082953094,0.000010851257,0.000015772308,0.011829302],"genre_scores_gemma":[0.9980665,0.000012197572,0.00017318565,0.00012919681,0.0006314242,0.00005793098,0.000001558368,0.00002185994,0.0009061577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875814,0.00015102632,0.00029269772,0.00029816385,0.00021339608,0.00028660815],"domain_scores_gemma":[0.9988958,0.000063029314,0.00040747784,0.0004256468,0.00015736025,0.00005063487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024997987,0.0001557853,0.00027000575,0.00010208637,0.00073177187,0.000045614775,0.00043437106,0.00006732291,0.00021383136],"category_scores_gemma":[0.00013684883,0.000110159184,0.000047822963,0.000079072575,0.0001824318,0.00048784795,0.0005446692,0.00036955668,0.0000060571238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004271014,0.00017806177,0.9756211,0.000064646054,0.00008629403,0.0000020606262,0.010797167,0.000011211762,0.00007145174,0.009822748,0.0013288435,0.0015893346],"study_design_scores_gemma":[0.0027226934,0.00015752441,0.9881476,0.0005528105,0.000032698917,3.0796706e-8,0.0065608877,0.00003853829,0.000020140944,0.0002793277,0.0013594326,0.00012827071],"about_ca_topic_score_codex":0.0006851627,"about_ca_topic_score_gemma":0.007269922,"teacher_disagreement_score":0.0137146255,"about_ca_system_score_codex":0.00036592,"about_ca_system_score_gemma":0.00006206103,"threshold_uncertainty_score":0.56282717},"labels":[],"label_agreement":null},{"id":"W2742186877","doi":"10.1007/s00455-017-9829-8","title":"Erratum to: Trends in Research Literature Describing Dysphagia in Motor Neuron Diseases (MND): A Scoping Review","year":2017,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Dysphagia; Otorhinolaryngology; Motor neuron; Hepatology; Physical medicine and rehabilitation; Intensive care medicine; Internal medicine; Surgery; Disease","score_opus":0.4770201036276528,"score_gpt":0.59896982742186,"score_spread":0.12194972379420721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742186877","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006920873,0.96445215,0.0000070474557,0.0008234403,0.0031253572,0.012060341,0.00019940184,0.00016874561,0.019156586],"genre_scores_gemma":[0.000032675696,0.9581883,0.00020381139,0.0011010563,0.00058595085,0.0073286947,0.0009070352,0.0002603188,0.031392135],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9848642,0.0054261875,0.0032276092,0.0021559664,0.0014235416,0.0029024917],"domain_scores_gemma":[0.9935498,0.0012891972,0.0011931107,0.0028549596,0.00034887416,0.0007640525],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006056298,0.0012727192,0.0047073746,0.0037307006,0.001132844,0.00034372427,0.002435567,0.0009864394,0.0010396051],"category_scores_gemma":[0.0020799586,0.001106564,0.00063023233,0.004115401,0.00013385194,0.00078711606,0.002053516,0.006011412,0.0012028341],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035533714,0.00020631986,0.00032353462,0.2576919,0.00011398915,0.00092755374,0.00039694828,4.722205e-7,2.5250324e-7,0.00037200877,0.098111965,0.64181954],"study_design_scores_gemma":[0.00047153106,0.00008564744,0.0006749573,0.4949365,0.00028410583,0.0000029914645,0.000037192425,0.0000052333585,1.5446075e-8,0.00003825144,0.50293773,0.00052585214],"about_ca_topic_score_codex":0.00028754587,"about_ca_topic_score_gemma":0.0013516292,"teacher_disagreement_score":0.6412937,"about_ca_system_score_codex":0.0015486778,"about_ca_system_score_gemma":0.0020431245,"threshold_uncertainty_score":0.9998736},"labels":[],"label_agreement":null},{"id":"W2748216177","doi":"10.1007/s11739-017-1735-4","title":"Severe dysphagia rapidly reverted after iron supplementation","year":2017,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Dysphagia; Iron supplementation; Intensive care medicine; MEDLINE; Pediatrics; Iron deficiency; Internal medicine; Surgery; Anemia","score_opus":0.048841203664387364,"score_gpt":0.4355359586709125,"score_spread":0.3866947550065251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748216177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72791785,0.0009907056,0.0016504447,0.022788841,0.012898831,0.0010659368,0.000026765947,0.00009173904,0.23256889],"genre_scores_gemma":[0.854412,0.0017537243,0.000096005475,0.0006022596,0.0008027004,0.00011416485,0.000031877633,0.000015380207,0.14217184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851346,0.00008814822,0.000547098,0.0002581198,0.0002624054,0.00033074568],"domain_scores_gemma":[0.9990886,0.000030093675,0.00030620737,0.0003454353,0.00009060516,0.00013909204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044610057,0.0001626513,0.00021655326,0.00007131757,0.0006104747,0.0000067093315,0.00023843093,0.00006488463,0.049561616],"category_scores_gemma":[0.00009044068,0.000117519114,0.00003453485,0.000033071738,0.00007396415,0.0002732736,0.00021915363,0.00025058133,0.00021342374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024210129,0.00003198573,0.50768036,0.00026708678,0.00010395588,0.000020702453,0.001958908,1.3796777e-7,0.0003159325,0.0007283458,0.47929046,0.009360043],"study_design_scores_gemma":[0.0021987006,0.0002150616,0.70460224,0.0003730068,0.0001213383,0.0000015640496,0.0013484238,0.000082038496,0.000011656446,0.00091193797,0.2899676,0.00016643867],"about_ca_topic_score_codex":0.0023897022,"about_ca_topic_score_gemma":0.0010265198,"teacher_disagreement_score":0.1969219,"about_ca_system_score_codex":0.000043925447,"about_ca_system_score_gemma":0.000018447592,"threshold_uncertainty_score":0.95130724},"labels":[],"label_agreement":null},{"id":"W2748305045","doi":"10.1161/str.47.suppl_1.tp392","title":"Abstract TP392: Cracking the Code, a Multidisciplinary Approach to Safe, Effective, and Evidence Based Bedside Dysphagia Screening of Stroke Patients With Three Textures","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Stroke (engine); Multidisciplinary approach; Intensive care medicine; Physical therapy; Pediatrics; Surgery","score_opus":0.03964223539963901,"score_gpt":0.35432103929625025,"score_spread":0.31467880389661124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748305045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235747,0.00024405691,0.06274177,0.0011143764,0.0002090385,0.004372677,0.00017068173,0.00008123722,0.0074914997],"genre_scores_gemma":[0.9883668,0.000011357754,0.009763925,0.00025240728,0.0000736755,0.00046604013,0.000008478693,0.000038698257,0.0010186367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975837,0.00026043764,0.00046617468,0.0005053044,0.00060917553,0.0005752143],"domain_scores_gemma":[0.9967079,0.001953588,0.0003936541,0.00055130606,0.00023042319,0.00016311277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010253907,0.00028479274,0.00036163002,0.00015616775,0.0006487422,0.000023697252,0.00035762836,0.0001054435,0.0000742687],"category_scores_gemma":[0.00026875158,0.00014643514,0.00006587654,0.00017711094,0.00015101326,0.00039642816,0.0004129124,0.00035884045,0.000019516843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008699519,0.00016975627,0.9649118,0.00039332666,0.00018878024,0.000002535098,0.0005000901,0.00010824139,0.0018391233,0.00064655795,0.0007455287,0.029624293],"study_design_scores_gemma":[0.002458974,0.00032984206,0.99371225,0.0015971676,0.00010513239,1.2203164e-7,0.0006175855,0.0002690374,0.00026017477,0.00005040474,0.00039426907,0.0002050252],"about_ca_topic_score_codex":0.00015705917,"about_ca_topic_score_gemma":0.00031935866,"teacher_disagreement_score":0.06479212,"about_ca_system_score_codex":0.00008720661,"about_ca_system_score_gemma":0.00009979588,"threshold_uncertainty_score":0.59714514},"labels":[],"label_agreement":null},{"id":"W2751411854","doi":"10.1111/joor.12554","title":"Jaw sensorimotor control in healthy adults and effects of ageing","year":2017,"lang":"en","type":"review","venue":"Journal of Oral Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Dental and Craniofacial Research; Canadian Institutes of Health Research; University of Toronto","keywords":"Swallowing; Facial muscles; Psychology; Neuroscience; Brainstem; Mastication; Physical medicine and rehabilitation; Reflex; Cognition; Medicine","score_opus":0.06302400733975573,"score_gpt":0.49490883447360573,"score_spread":0.43188482713385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751411854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044446317,0.9892023,0.00014228787,0.0008101149,0.0016834231,0.0034301407,0.0000071326926,0.000007151699,0.0002727747],"genre_scores_gemma":[0.007768888,0.9892998,0.0024891987,0.00008107464,0.00014714047,0.00007856226,0.0000040609093,0.000028143691,0.00010314294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607795,0.001399874,0.0017615237,0.00017628752,0.00032693872,0.0002574148],"domain_scores_gemma":[0.9920875,0.0037379626,0.0035393818,0.00023964643,0.00028729968,0.00010824952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025124885,0.0002118707,0.0018058531,0.00048817508,0.00013678409,0.000011984497,0.00017322553,0.00024988418,0.000011471179],"category_scores_gemma":[0.0024223009,0.0001569347,0.00026215252,0.00011045165,0.000057379628,0.00027524875,0.00005153718,0.000763436,0.0000066625594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040058838,0.00010699414,0.0015985855,0.11609869,0.00011803713,0.00002958403,0.00073882664,6.064685e-7,7.749368e-7,0.000252602,0.0011662582,0.87948847],"study_design_scores_gemma":[0.004611457,0.0029343693,0.012811722,0.07617,0.0005650358,0.000002686352,0.0003884626,0.00001984022,3.1234876e-8,0.00026958573,0.9020692,0.0001575732],"about_ca_topic_score_codex":0.000113894755,"about_ca_topic_score_gemma":0.000068782974,"teacher_disagreement_score":0.900903,"about_ca_system_score_codex":0.00034012203,"about_ca_system_score_gemma":0.000466827,"threshold_uncertainty_score":0.63996106},"labels":[],"label_agreement":null},{"id":"W2751783656","doi":"10.1186/s40463-017-0234-y","title":"Functional and quality of life outcomes after partial glossectomy: A multi-institutional longitudinal study of the head and neck research network","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Alberta Cancer Foundation","keywords":"Glossectomy; Head and neck; Quality of life (healthcare); Longitudinal study; Head (geology); Physical medicine and rehabilitation; Quality (philosophy); Medicine; Tongue; Surgery; Biology; Nursing","score_opus":0.2363777118204152,"score_gpt":0.46539812033059486,"score_spread":0.22902040851017966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751783656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952548,0.0008577268,0.00005657191,0.0018586795,0.0012961372,0.0005528924,0.000008944683,0.0000048212178,0.00010940726],"genre_scores_gemma":[0.99878544,0.00023407082,0.00014518427,0.00022536037,0.00035261014,0.000036008092,0.0000014104232,0.000009926107,0.00020997843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632186,0.0012459896,0.0011891206,0.00024547888,0.0005405476,0.0004569897],"domain_scores_gemma":[0.99634504,0.0016538233,0.001065007,0.00034300206,0.00039985872,0.00019328052],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005208632,0.0001765754,0.00090042246,0.0001736591,0.0014573354,0.000028582686,0.00017550377,0.00016436499,0.00009826745],"category_scores_gemma":[0.0009550554,0.000110178036,0.00013889628,0.000107296335,0.00062303396,0.0003408217,0.0005404582,0.0007944537,0.0000017248387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015726315,0.00061554444,0.99437106,0.0002750555,0.00037858443,0.000034582656,0.00037694655,0.0000050857216,0.00002662138,0.0007318154,0.0015024244,0.00010962862],"study_design_scores_gemma":[0.0031163841,0.00026629405,0.99503547,0.0003180338,0.000073990705,0.000012852105,0.00026295372,0.00002612806,0.0000025970764,0.00017282894,0.0006190037,0.00009348773],"about_ca_topic_score_codex":0.0006013435,"about_ca_topic_score_gemma":0.0019021514,"teacher_disagreement_score":0.0042535765,"about_ca_system_score_codex":0.00003924981,"about_ca_system_score_gemma":0.00047818283,"threshold_uncertainty_score":0.99984264},"labels":[],"label_agreement":null},{"id":"W2752617160","doi":"10.1161/str.47.suppl_1.tp328","title":"Abstract TP328: Kentucky SEQIP Statewide Approach to Improving Bedside Dysphagia Screening","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Quality management; Certification; Emergency medicine; Audit; Swallowing; Intensive care medicine; Physical therapy; Surgery","score_opus":0.04775378073576783,"score_gpt":0.36773221203879203,"score_spread":0.31997843130302417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752617160","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24926457,0.00012211307,0.19714019,0.0046709394,0.00220016,0.0036205675,0.00020583055,0.000835746,0.5419399],"genre_scores_gemma":[0.8896931,0.000027609389,0.02600972,0.0015288069,0.00046885124,0.00038538003,0.000030936928,0.00007892415,0.08177667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677384,0.0001625144,0.0006960814,0.00062832865,0.00053888105,0.0012003331],"domain_scores_gemma":[0.9982131,0.00032833088,0.00029238372,0.00064157083,0.00013125448,0.000393331],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011786652,0.0003062221,0.00035140992,0.00022901299,0.0006177041,0.000039033523,0.0004291447,0.00015296535,0.0009107907],"category_scores_gemma":[0.00017603292,0.00021938607,0.00010445327,0.00019922252,0.00004152401,0.00040561918,0.00047770856,0.00043694742,0.0013240802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071369245,0.00053583685,0.19545802,0.0012597296,0.0009836549,0.0000827984,0.004131862,0.00013236972,0.062098745,0.02844728,0.28600863,0.4201474],"study_design_scores_gemma":[0.008168044,0.00033441794,0.44955474,0.00082034897,0.00024441595,0.0000021702074,0.00982999,0.00029741006,0.0019233222,0.0008378193,0.5265206,0.0014667445],"about_ca_topic_score_codex":0.00041680917,"about_ca_topic_score_gemma":0.000077029195,"teacher_disagreement_score":0.64042854,"about_ca_system_score_codex":0.00027167745,"about_ca_system_score_gemma":0.00016328137,"threshold_uncertainty_score":0.9994535},"labels":[],"label_agreement":null},{"id":"W2752829684","doi":"10.1177/1747493017729265","title":"Dysphagia screening after intracerebral hemorrhage","year":2017,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University Health Network; University of Toronto","funders":"Canada Research Chairs; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Intracerebral hemorrhage; Dysphagia; Clinical neurology; Stroke (engine); Intensive care medicine; Subarachnoid hemorrhage; Surgery; Neuroscience","score_opus":0.03673498859027166,"score_gpt":0.41655306032700046,"score_spread":0.37981807173672877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752829684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88430476,0.00011494635,0.024750544,0.012545693,0.011141678,0.00026571122,0.000044408724,0.000028617767,0.06680365],"genre_scores_gemma":[0.97725856,0.00004047061,0.008033567,0.0009663306,0.0017594468,0.0000114497025,0.0000031760417,0.000016074944,0.011910938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982733,0.00007383279,0.0005997332,0.00011557011,0.00067571236,0.00026186058],"domain_scores_gemma":[0.9979173,0.00008872919,0.001074357,0.00024619765,0.00055462844,0.00011881462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070022995,0.00011775441,0.00019683206,0.00016920241,0.00036573067,0.00012400001,0.00096219464,0.0000739423,0.0024873693],"category_scores_gemma":[0.00020725127,0.00009818912,0.00013282672,0.000015392718,0.000056247078,0.0008022426,0.00036091683,0.00057092676,0.0001543457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010218408,0.00017423896,0.87848085,0.000052925836,0.0012144803,0.0016005583,0.0008377203,0.000029439203,0.0011641722,0.0053054914,0.01645522,0.09366304],"study_design_scores_gemma":[0.0044960873,0.00013977768,0.880272,0.0003515558,0.00012999657,0.000049352006,0.0012143739,0.00056134776,0.00039439142,0.0009926714,0.11116578,0.00023271593],"about_ca_topic_score_codex":0.000042905842,"about_ca_topic_score_gemma":0.00004455535,"teacher_disagreement_score":0.09471055,"about_ca_system_score_codex":0.00012444987,"about_ca_system_score_gemma":0.00010407864,"threshold_uncertainty_score":0.9984245},"labels":[],"label_agreement":null},{"id":"W2758089427","doi":"10.1044/2017_jslhr-s-16-0277","title":"Architecture of the Suprahyoid Muscles: A Volumetric Musculoaponeurotic Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Psychology","score_opus":0.1114356981675282,"score_gpt":0.496721252288659,"score_spread":0.3852855541211308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758089427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899303,0.00044920747,0.00014788951,0.00329246,0.00020463952,0.0003415939,0.0000027801343,0.0000050081508,0.005626136],"genre_scores_gemma":[0.9929826,0.00019769299,0.00070141687,0.00006184038,0.00027811504,0.000004559772,4.7613116e-7,0.000012024854,0.0057612765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752057,0.00050981255,0.00047895362,0.00014772908,0.0009309201,0.00041198905],"domain_scores_gemma":[0.99779445,0.0005173778,0.0005055678,0.00065710087,0.00039712165,0.0001283679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043563866,0.0000913849,0.00035507564,0.00089206896,0.0012968589,0.000076576674,0.00070941093,0.00008319547,0.000294657],"category_scores_gemma":[0.0014080787,0.000055038505,0.0001965973,0.00077276205,0.00017624938,0.00014631065,0.0007302542,0.0014294495,0.0000085128995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017000127,0.00016779997,0.8797672,0.0008627531,0.0012137163,0.00027198053,0.010804389,0.00003887504,0.009222758,0.0006952202,0.0028394246,0.09394588],"study_design_scores_gemma":[0.00076232426,0.00014048055,0.9873203,0.00020340375,0.0002600535,0.000007608154,0.0068100877,0.00009549578,0.00029249504,0.00029358128,0.0037481182,0.00006607121],"about_ca_topic_score_codex":0.00094415375,"about_ca_topic_score_gemma":0.00045401795,"teacher_disagreement_score":0.10755309,"about_ca_system_score_codex":0.00006534403,"about_ca_system_score_gemma":0.00016981081,"threshold_uncertainty_score":0.99745214},"labels":[],"label_agreement":null},{"id":"W2761686670","doi":"10.1161/str.47.suppl_1.tp317","title":"Abstract TP317: Enteral Tube Feeding in Acute Ischemic Stroke Patients: a Multivariate Predictive Analysis","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Odds ratio; Modified Rankin Scale; Confidence interval; Internal medicine; Logistic regression; Swallowing; Enteral administration; Glasgow Coma Scale; Feeding tube; Parenteral nutrition; Surgery; Ischemic stroke; Ischemia","score_opus":0.02048948994310926,"score_gpt":0.3588705711954614,"score_spread":0.3383810812523521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761686670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522437,0.000013999921,0.005517919,0.0005730145,0.00080649275,0.00094258535,0.00049703754,0.00013413426,0.039271146],"genre_scores_gemma":[0.97444737,0.00004705994,0.00046462342,0.0002196051,0.00013912728,0.00025433215,0.000079022764,0.000028451803,0.024320422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974838,0.00014335147,0.0006800287,0.0004937774,0.00041645986,0.0007825988],"domain_scores_gemma":[0.99877167,0.00027151147,0.00031689066,0.00035090203,0.00013549179,0.0001535368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043836096,0.00025732355,0.00042771126,0.0005271739,0.0002193806,0.000018966186,0.00027950457,0.00015748263,0.0012761571],"category_scores_gemma":[0.00008978761,0.00018339955,0.00019586767,0.0002983819,0.000040490595,0.00049219467,0.00029168554,0.0004142037,0.00025463116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003001985,0.00023948726,0.9752621,0.000043468262,0.0021667348,0.000013589209,0.0015079402,0.000015096543,0.009068117,0.00016005062,0.0064076227,0.0048156157],"study_design_scores_gemma":[0.0047467616,0.00011039554,0.98108625,0.00018251322,0.00063155784,6.062809e-8,0.0010158152,0.0004207942,0.00024495667,0.000028379667,0.011280258,0.00025222742],"about_ca_topic_score_codex":0.000487666,"about_ca_topic_score_gemma":0.000379839,"teacher_disagreement_score":0.022203684,"about_ca_system_score_codex":0.00047448778,"about_ca_system_score_gemma":0.000085078034,"threshold_uncertainty_score":0.9996368},"labels":[],"label_agreement":null},{"id":"W2762948779","doi":"10.1093/pch/19.6.e35-108","title":"110: Pediatric Vocal Cord Paralysis Secondary to Arnold Chiari Malformation: A Systematic Review of Outcome of Surgical Management","year":2014,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cochrane Library; Paralysis; Vocal cord paralysis; Surgery; Decompression; Cord; Randomized controlled trial","score_opus":0.04775110949758715,"score_gpt":0.42725004916534237,"score_spread":0.3794989396677552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762948779","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010491865,0.9641802,0.0016512739,0.0014251528,0.0014745747,0.01759245,0.00027613254,0.00011804964,0.013281133],"genre_scores_gemma":[0.000034728957,0.9907338,0.0012211025,0.0030950897,0.00087106845,0.0019641884,0.0007609622,0.0001199061,0.0011991739],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832092,0.0031278615,0.00984007,0.0008916469,0.0016410591,0.0012901642],"domain_scores_gemma":[0.9869051,0.0016339951,0.008588284,0.0018617217,0.00033412798,0.0006767925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009708809,0.00097564154,0.009746889,0.0017711321,0.0005000093,0.000017535222,0.0012886919,0.0005069344,0.0005723569],"category_scores_gemma":[0.00034517597,0.0007565924,0.0015831651,0.00322522,0.00003853704,0.00014537142,0.0009831827,0.0017864535,0.0007650822],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009969227,0.00016976274,0.00050522713,0.94976723,0.00042236812,0.000007953794,0.00011044696,0.0000019123343,2.9946066e-11,0.0042795343,0.02100661,0.023719007],"study_design_scores_gemma":[0.00071461324,0.00024848033,0.0001596088,0.36844307,0.0085756965,0.0000053937515,0.00009949254,0.000009216406,1.3410985e-9,0.0000247672,0.6211705,0.00054912735],"about_ca_topic_score_codex":0.000077068056,"about_ca_topic_score_gemma":0.000019561177,"teacher_disagreement_score":0.60016394,"about_ca_system_score_codex":0.00082959136,"about_ca_system_score_gemma":0.000966819,"threshold_uncertainty_score":0.99948853},"labels":[],"label_agreement":null},{"id":"W2763040029","doi":"10.1093/pch/15.suppl_a.65aa","title":"Is Aspiration During Swallowing More Common in Children with in digenous Heritage?","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Winnipeg","funders":"","keywords":"Swallowing; Medicine; Pediatrics; Surgery","score_opus":0.01620736678624972,"score_gpt":0.3431560842913319,"score_spread":0.32694871750508214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763040029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870786,0.00043138137,0.000045855315,0.0064581535,0.00045009897,0.00229934,0.000014474361,0.000117638054,0.0031044642],"genre_scores_gemma":[0.99354446,0.0003722771,0.00073633145,0.0043856013,0.0004716951,0.00016568125,0.000083738385,0.00005423661,0.00018595962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970673,0.00023612267,0.00081633544,0.000466048,0.00041892024,0.000995318],"domain_scores_gemma":[0.9988662,0.00008912051,0.0003455261,0.00044431802,0.000041903902,0.00021290514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012403992,0.00025158835,0.00042285703,0.0004888672,0.00087426446,0.000024903838,0.00026215948,0.00019419359,0.00009374775],"category_scores_gemma":[0.000034020206,0.00023230062,0.00004776919,0.00083529635,0.00002495671,0.00027949567,0.00015902877,0.0018923946,0.00005459946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026577283,0.00019166135,0.9888235,0.00020542191,0.000016770751,0.000007835188,0.0077068172,0.000024460262,0.0000068398813,0.00043336113,0.0002498598,0.0023069163],"study_design_scores_gemma":[0.0022615995,0.000114432245,0.995037,0.00010481335,0.000013482091,0.0000020253144,0.0010991325,0.000109271656,0.0000041708486,0.00009390389,0.0009312986,0.00022884601],"about_ca_topic_score_codex":0.004554136,"about_ca_topic_score_gemma":0.021960562,"teacher_disagreement_score":0.017406426,"about_ca_system_score_codex":0.00039948474,"about_ca_system_score_gemma":0.00041194708,"threshold_uncertainty_score":0.9958861},"labels":[],"label_agreement":null},{"id":"W2766345580","doi":"10.1044/2017_ajslp-16-0186","title":"Effects of Tongue Strength Training on Mealtime Function in Long-Term Care","year":2017,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Tongue; Medicine; Analysis of variance; Repeated measures design; Isometric exercise; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Statistics","score_opus":0.020128575139127403,"score_gpt":0.3911662621614968,"score_spread":0.3710376870223694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766345580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928174,0.00033379043,0.0004916006,0.00038811975,0.0010928593,0.00038115407,0.0000049265427,0.000014011967,0.0044761584],"genre_scores_gemma":[0.9975881,0.00014050165,0.0011928394,0.000408252,0.00035902625,0.000014532475,0.000006637352,0.000025343381,0.00026479448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979367,0.00050416705,0.00066989864,0.00020162575,0.00026643614,0.00042112553],"domain_scores_gemma":[0.99713236,0.00035997957,0.0018742124,0.0003878944,0.00013394625,0.00011159366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068858045,0.00017681584,0.0006679291,0.00036483377,0.00021928099,0.0000103109405,0.00039171334,0.000118886746,0.00014425005],"category_scores_gemma":[0.00029936523,0.00014903153,0.00011159418,0.00010775019,0.00021609831,0.0001515784,0.00011473436,0.0008841663,0.000022415245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005863232,0.00018720767,0.14297841,0.00041937598,0.00013690662,0.0037777978,0.038813546,0.000009979849,0.009043723,0.00035523454,0.00014773315,0.80354375],"study_design_scores_gemma":[0.0027806081,0.0023916687,0.9533569,0.00073320983,0.00013675474,0.000033545894,0.039054435,0.0000058110672,0.0011702786,0.00003811256,0.00013725724,0.00016139231],"about_ca_topic_score_codex":0.0001908319,"about_ca_topic_score_gemma":0.00028695405,"teacher_disagreement_score":0.8103785,"about_ca_system_score_codex":0.0001491774,"about_ca_system_score_gemma":0.00016366954,"threshold_uncertainty_score":0.60773295},"labels":[],"label_agreement":null},{"id":"W2766566448","doi":"10.1016/j.physbeh.2017.10.023","title":"A review of swallow timing in the elderly","year":2017,"lang":"en","type":"review","venue":"Physiology & Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Dysphagia; Medicine; Bolus (digestion); Audiology; Physical medicine and rehabilitation; Physical therapy; Surgery","score_opus":0.3430540285529373,"score_gpt":0.5721331949961697,"score_spread":0.22907916644323234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766566448","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003817906,0.98946357,8.72133e-7,0.00013674833,0.00066690304,0.0045505813,0.000022529832,0.000021122625,0.0050995066],"genre_scores_gemma":[0.000018539213,0.9922157,0.000054539774,0.0006961452,0.00016292336,0.0048246635,0.00020017715,0.000035048506,0.0017922678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963268,0.0014973835,0.0011351986,0.0003913539,0.00017128269,0.00047797305],"domain_scores_gemma":[0.9967211,0.00045638857,0.0014335691,0.001285192,0.0000670317,0.000036710266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013685486,0.00034199274,0.0021906514,0.00012809869,0.00030194948,0.0000050358153,0.0012149132,0.00032410424,0.0005810874],"category_scores_gemma":[0.000106651205,0.00020343052,0.00045485317,0.00014620906,0.000100022255,0.000067890236,0.00033126376,0.0011345333,0.00036034876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016650408,0.00014111381,0.000035151403,0.13331975,0.000051748855,0.000010994532,0.00009607685,3.5266103e-9,0.000001537254,0.00032199416,0.015277831,0.85074216],"study_design_scores_gemma":[0.00013222932,0.00007079913,0.00086477713,0.1330543,0.0015795496,8.771157e-7,0.000049347113,5.8596346e-8,1.6069112e-8,0.000020488475,0.8640817,0.00014590089],"about_ca_topic_score_codex":0.00009402349,"about_ca_topic_score_gemma":0.000037069825,"teacher_disagreement_score":0.85059625,"about_ca_system_score_codex":0.00008838063,"about_ca_system_score_gemma":0.00038535846,"threshold_uncertainty_score":0.8295656},"labels":[],"label_agreement":null},{"id":"W2766888353","doi":"10.1044/2017_ajslp-17-0040","title":"Flow and Grit by Design: Exploring Gamification in Facilitating Adherence to Swallowing Therapy","year":2017,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Alberta Innovates","keywords":"mHealth; Pace; Grit; Rehabilitation; Computer science; Swallowing; Mobile technology; Medicine; Psychology; Mobile device; Physical therapy; Nursing; Psychological intervention; World Wide Web; Social psychology","score_opus":0.11320684782849713,"score_gpt":0.43049085364351314,"score_spread":0.31728400581501603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766888353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731214,0.0003879101,0.024194537,0.0011085827,0.00036743918,0.00036796526,0.0000036863821,0.000014094021,0.0004343717],"genre_scores_gemma":[0.9411695,0.00051500206,0.057353526,0.00051705184,0.00012117945,0.000058699476,0.0000016793649,0.000016602808,0.00024673864],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982079,0.00048125713,0.00055043906,0.00021337067,0.0001803823,0.00036659642],"domain_scores_gemma":[0.99844384,0.0003420932,0.0007098724,0.00029619565,0.00008550782,0.00012249527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017587063,0.00013738128,0.0003829841,0.00019169773,0.00032761553,0.00003009665,0.00033728598,0.000042259562,0.00007033604],"category_scores_gemma":[0.00043665955,0.00012039299,0.000038194026,0.000105074745,0.000114583236,0.00034633634,0.000115323906,0.00043216348,0.000023396105],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013387523,0.000038173766,0.03501866,0.000019109099,0.000027551176,0.00032033754,0.030397203,0.00003141342,0.04313262,0.000030191453,0.00030042266,0.89055043],"study_design_scores_gemma":[0.008277307,0.007915069,0.5134575,0.0013981728,0.00009877851,0.00015360901,0.45275408,0.0015451829,0.0062173344,0.00064228,0.0063651763,0.0011755436],"about_ca_topic_score_codex":0.00028715385,"about_ca_topic_score_gemma":0.000052881926,"teacher_disagreement_score":0.8893749,"about_ca_system_score_codex":0.00008532209,"about_ca_system_score_gemma":0.00006202192,"threshold_uncertainty_score":0.49094838},"labels":[],"label_agreement":null},{"id":"W2767070188","doi":"10.1007/s00455-017-9859-2","title":"Evaluation of an Automated Swallow-Detection Algorithm Using Visual Biofeedback in Healthy Adults and Head and Neck Cancer Survivors","year":2017,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Medicine; Swallowing; Algorithm; Biofeedback; Head and neck cancer; Dysphagia; Percentile; mHealth; Otorhinolaryngology; Cancer; Physical medicine and rehabilitation; Internal medicine; Surgery; Computer science","score_opus":0.07081295841119112,"score_gpt":0.4846284260874319,"score_spread":0.4138154676762408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767070188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99637514,0.0003552719,0.00015228798,0.00019509978,0.0010523275,0.0013992247,0.000018028812,0.00009647985,0.00035615955],"genre_scores_gemma":[0.99813026,0.00019744493,0.0012498455,0.0001165506,0.00009272305,0.000116990115,0.00001787821,0.000025793222,0.00005249472],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764943,0.0005816907,0.0005002123,0.00038855118,0.00048580312,0.0003943247],"domain_scores_gemma":[0.99868584,0.00005690338,0.0004961119,0.00030731998,0.00031506293,0.00013873697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022822006,0.00017726177,0.00030412612,0.00020005032,0.00071220205,0.000036532463,0.00011707196,0.00017837468,0.00008988441],"category_scores_gemma":[0.00010388223,0.00017416944,0.000018476714,0.00013903744,0.00008616075,0.00056003267,0.00015077097,0.00024606264,0.0000056460867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009679031,0.00040769868,0.29591134,0.00091687514,0.00019610311,0.000009199542,0.0048904745,0.00016694874,0.0017735927,0.000077702505,0.00007123274,0.6946109],"study_design_scores_gemma":[0.0033136043,0.00023334136,0.54544586,0.00021761075,0.000081169186,4.7798574e-7,0.00075064326,0.44963494,0.00006545907,0.000066620385,0.00007704573,0.00011322365],"about_ca_topic_score_codex":0.0360882,"about_ca_topic_score_gemma":0.04360142,"teacher_disagreement_score":0.6944977,"about_ca_system_score_codex":0.0002718936,"about_ca_system_score_gemma":0.0002655675,"threshold_uncertainty_score":0.97385037},"labels":[],"label_agreement":null},{"id":"W2767381456","doi":"10.1044/2017_jslhr-s-16-0356","title":"Age-Related Variability in Tongue Pressure Patterns for Maximum Isometric and Saliva Swallowing Tasks","year":2017,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Toronto Rehabilitation Institute","keywords":"Isometric exercise; Swallowing; Tongue; Audiology; Psychology; Saliva; Orthodontics; Physical medicine and rehabilitation; Medicine; Physical therapy; Dentistry; Internal medicine; Pathology","score_opus":0.11471071374054341,"score_gpt":0.4956097590811588,"score_spread":0.38089904534061536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767381456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920171,0.0007342329,0.00029349118,0.002055333,0.0002580219,0.0008180706,0.0000073804267,0.000009641638,0.003806732],"genre_scores_gemma":[0.9945478,0.00039251114,0.0011384104,0.00004553962,0.00026506314,0.000020048317,0.0000025007325,0.000018248587,0.0035698807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770385,0.00051387615,0.00054080924,0.00022521114,0.00046626746,0.00054996624],"domain_scores_gemma":[0.99778944,0.0012420898,0.00024836903,0.00034485222,0.00020769551,0.00016752876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014237074,0.00010881429,0.00034708815,0.00058172876,0.0008251737,0.00015413927,0.00031451808,0.00016411868,0.00014731643],"category_scores_gemma":[0.002232693,0.000088042645,0.00005365663,0.00016176181,0.00008037536,0.00036036762,0.0004995938,0.001266754,0.0000032853504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018246587,0.00013392778,0.89368844,0.0015093605,0.00017764853,0.0005326436,0.0074569383,0.0000026118073,0.0023345908,0.0007470003,0.0010694293,0.09216493],"study_design_scores_gemma":[0.0028667399,0.00025741398,0.9805223,0.0008230076,0.000058204863,0.000011869044,0.0066180266,0.00033168818,0.00017940902,0.0037818444,0.0044069784,0.00014253375],"about_ca_topic_score_codex":0.0015018224,"about_ca_topic_score_gemma":0.00031013956,"teacher_disagreement_score":0.0920224,"about_ca_system_score_codex":0.00009666113,"about_ca_system_score_gemma":0.00010167724,"threshold_uncertainty_score":0.63466525},"labels":[],"label_agreement":null},{"id":"W2770483308","doi":"10.1186/s40814-017-0199-7","title":"The feasibility of assessing swallowing physiology following prolonged intubation after cardiovascular surgery","year":2017,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network; University of British Columbia","funders":"University Health Network","keywords":"Swallowing; Medicine; Dysphagia; Intraclass correlation; Intubation; Physical therapy; Rating scale; Anesthesia; Population; Surgery; Psychology; Psychometrics","score_opus":0.34192811669372014,"score_gpt":0.491329130456131,"score_spread":0.14940101376241088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770483308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898478,0.0050094607,0.00008960053,0.0009622084,0.0015623983,0.0016200648,0.0000029767507,0.000050176033,0.0008553092],"genre_scores_gemma":[0.9983112,0.00079758,0.000098579716,0.00006637896,0.00015438702,0.00035180483,0.000003470438,0.000014505517,0.0002020623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972716,0.0008312582,0.00063919264,0.00048832106,0.00031516972,0.00045443466],"domain_scores_gemma":[0.9963616,0.0018046441,0.00039540936,0.0011398031,0.00024357451,0.000054935186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005658819,0.00020940695,0.00074360333,0.000045938836,0.0035201667,0.00006246666,0.00021760007,0.00007276588,0.0000058626665],"category_scores_gemma":[0.003349761,0.00013855785,0.00033672614,0.000063688225,0.0004058757,0.00047397148,0.0006814535,0.00028513698,0.000004483228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022025133,0.000076694145,0.9902226,0.0005420983,0.0010808626,0.000002394336,0.0011819975,7.386601e-7,0.00021806038,0.00009647442,0.00020683212,0.006151033],"study_design_scores_gemma":[0.0007479573,0.00009862366,0.99144673,0.0001768868,0.00024006702,8.972071e-8,0.0039457898,0.00002867877,0.000024308176,0.0027195748,0.00043436137,0.00013691711],"about_ca_topic_score_codex":0.00016011561,"about_ca_topic_score_gemma":0.0005381032,"teacher_disagreement_score":0.008463426,"about_ca_system_score_codex":0.00015166726,"about_ca_system_score_gemma":0.000095843054,"threshold_uncertainty_score":0.9977771},"labels":[],"label_agreement":null},{"id":"W2773517910","doi":"10.1080/21678421.2017.1404109","title":"Best practices protocol for the evaluation of bulbar dysfunction: summary recommendations from the NEALS bulbar subcommittee symposium","year":2017,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Swallowing; Phonation; Dysarthria; Medicine; Protocol (science); Best practice; Articulation (sociology); Breathing; Physical therapy; Audiology; Physical medicine and rehabilitation; Alternative medicine; Surgery; Pathology","score_opus":0.29807344350638904,"score_gpt":0.461674385630226,"score_spread":0.16360094212383697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773517910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40435797,0.00078077265,0.007923666,0.26715288,0.0056619225,0.3073321,0.00045207047,0.0001403372,0.0061982917],"genre_scores_gemma":[0.83282965,0.00028765498,0.0012355816,0.00088299665,0.0015178759,0.16053672,0.00033011346,0.000033139455,0.0023462295],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973929,0.000764536,0.00070018176,0.00036947834,0.00048537902,0.0002875143],"domain_scores_gemma":[0.9964343,0.0004554948,0.0017415682,0.00077721325,0.0005265535,0.000064908374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002697236,0.00021698972,0.00025517607,0.00003120895,0.004333064,0.00028623245,0.00038333077,0.0001549733,0.00036037993],"category_scores_gemma":[0.00021277177,0.000126276,0.0000909858,0.000052519248,0.000121772,0.0009855415,0.00019588416,0.00024790326,0.000016442356],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016959688,0.0007411627,0.34558535,0.00043316872,0.0011329628,8.4194346e-7,0.0044866814,0.0008030499,0.02314163,0.013730964,0.47673732,0.1315109],"study_design_scores_gemma":[0.008323274,0.0005103126,0.7531282,0.00060872873,0.0011564338,3.447804e-7,0.0011567303,0.041630756,0.00045924747,0.003425051,0.18915193,0.00044902018],"about_ca_topic_score_codex":0.009204966,"about_ca_topic_score_gemma":0.0053895917,"teacher_disagreement_score":0.4284717,"about_ca_system_score_codex":0.00012179371,"about_ca_system_score_gemma":0.00016297623,"threshold_uncertainty_score":0.99739283},"labels":[],"label_agreement":null},{"id":"W2774216818","doi":"10.22584/nr46.2017.034","title":"Song of the Barium Swallow","year":2017,"lang":"en","type":"article","venue":"The Northern Review","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Barium; Materials science; Metallurgy","score_opus":0.07820443083600875,"score_gpt":0.4428072062686979,"score_spread":0.36460277543268915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774216818","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07154405,0.09189752,0.00024146623,0.2060739,0.0046678255,0.009689547,0.000019479852,0.000121918296,0.6157443],"genre_scores_gemma":[0.88769764,0.043140598,0.00005670108,0.009321772,0.0002740051,0.00028083145,0.0000031074712,0.00003460201,0.05919075],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987894,0.00034448836,0.00032685354,0.00010803907,0.00021593938,0.00021523544],"domain_scores_gemma":[0.9977284,0.00009324473,0.00057036063,0.0015007644,0.00007933715,0.000027865532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315629,0.0000929319,0.00023908427,0.0000063285343,0.001200835,0.000009077855,0.0011154928,0.000031624528,0.00067009596],"category_scores_gemma":[0.00017973022,0.000040001465,0.0001266354,0.00004521217,0.00008568824,0.000059623515,0.0005203643,0.00025455287,0.0005334456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026753354,0.00014322174,0.638016,0.016389154,0.00045303107,0.0000037788573,0.0016549547,0.0000030238239,0.0000566321,0.038685866,0.13575543,0.16881219],"study_design_scores_gemma":[0.00021060865,0.000013433626,0.1745187,0.003946976,0.00021667156,1.9030459e-7,0.00012043169,0.0000112372745,0.0000037928774,0.0007165201,0.82016504,0.00007641164],"about_ca_topic_score_codex":0.00020586814,"about_ca_topic_score_gemma":0.0012706092,"teacher_disagreement_score":0.8161536,"about_ca_system_score_codex":0.000029534423,"about_ca_system_score_gemma":0.0000897887,"threshold_uncertainty_score":0.92359734},"labels":[],"label_agreement":null},{"id":"W2779049805","doi":"10.3747/co.24.3543","title":"Feasibility of Assessing Patient Health Benefits and Incurred Costs Resulting from Early Dysphagia Intervention during and Immediately after Chemoradiotherapy for Head-and-Neck Cancer","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; McMaster University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Percutaneous endoscopic gastrostomy; Head and neck cancer; Swallowing; Quality of life (healthcare); Physical therapy; Cohort; Body mass index; Gastrostomy; Cancer; Surgery; Internal medicine; PEG ratio","score_opus":0.19832169243981468,"score_gpt":0.5360394490593123,"score_spread":0.33771775661949766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779049805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833164,0.011135851,0.0001318866,0.0014161761,0.0018982842,0.0018457759,0.00016872825,0.00002554368,0.00006130503],"genre_scores_gemma":[0.9956175,0.0025826632,0.00090503006,0.00013079202,0.00018454278,0.00049913954,0.000036496607,0.000021847654,0.000021954254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979532,0.00028552988,0.0007202601,0.00047799497,0.00013738779,0.00042567882],"domain_scores_gemma":[0.99801785,0.00027211878,0.0010725671,0.00028903264,0.00017822397,0.00017020376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007158732,0.0001905622,0.0005635358,0.00008011184,0.00074287434,0.000051557792,0.00011445945,0.00013328735,0.000031125932],"category_scores_gemma":[0.00019463715,0.00017728061,0.000048714293,0.000033472064,0.00013875031,0.00033524973,0.0003234325,0.0003103377,6.8343974e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044215732,0.00016983773,0.6692246,0.0007430222,0.000049111753,7.2614927e-7,0.002375957,2.2469918e-7,0.00008578891,0.00005751881,0.000111425215,0.3267396],"study_design_scores_gemma":[0.007008531,0.0003835311,0.9882751,0.0014065072,0.00005061316,3.115503e-7,0.0007054065,0.0002280788,0.000053848515,0.00013355147,0.0016088791,0.00014562962],"about_ca_topic_score_codex":0.0014732835,"about_ca_topic_score_gemma":0.0017266959,"teacher_disagreement_score":0.32659397,"about_ca_system_score_codex":0.0005182661,"about_ca_system_score_gemma":0.00015575328,"threshold_uncertainty_score":0.72292936},"labels":[],"label_agreement":null},{"id":"W2779981932","doi":"10.1111/jtxs.12318","title":"The influence of tongue strength on oral viscosity discrimination acuity","year":2017,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; University Health Network","keywords":"Tongue; Swallowing; Dysphagia; Bolus (digestion); Viscosity; Xanthan gum; Medicine; Chemistry; Audiology; Dentistry; Rheology; Materials science; Anatomy; Surgery; Composite material; Pathology","score_opus":0.08930329935711384,"score_gpt":0.5000880553160331,"score_spread":0.4107847559589192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779981932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98260915,0.00041157118,0.000034525383,0.009243612,0.0011069466,0.00024186386,0.000004477871,0.000005751605,0.006342119],"genre_scores_gemma":[0.99654657,0.0011483729,0.00008565404,0.00017117309,0.00018527689,0.000005948575,3.0640638e-7,0.000004644536,0.001852063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987833,0.00016870072,0.00044712055,0.000074983116,0.0003520249,0.00017385531],"domain_scores_gemma":[0.99741495,0.00037982746,0.0013571583,0.00029005416,0.0005223365,0.000035657442],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011819343,0.00009745709,0.00027014638,0.00004276587,0.0017580568,0.000021785947,0.00040338797,0.000042147673,0.000008766702],"category_scores_gemma":[0.0011712289,0.000048763053,0.00007821983,0.000030601183,0.00015538905,0.00026898706,0.0002720969,0.0004130414,0.000005352286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012258188,0.0008879332,0.40899777,0.0013238457,0.0039943396,0.00006849575,0.03554624,0.00036306816,0.0011635056,0.08995215,0.3132114,0.14326544],"study_design_scores_gemma":[0.00060762523,0.00025385423,0.9692568,0.00041698496,0.00013321097,4.507714e-7,0.0111140385,0.0000076284086,0.00006868927,0.0024889454,0.015590969,0.000060797032],"about_ca_topic_score_codex":0.000027880831,"about_ca_topic_score_gemma":0.00041569347,"teacher_disagreement_score":0.56025904,"about_ca_system_score_codex":0.00009186603,"about_ca_system_score_gemma":0.000062924075,"threshold_uncertainty_score":0.9995415},"labels":[],"label_agreement":null},{"id":"W2782092928","doi":"10.1016/j.foodhyd.2017.12.035","title":"Sensory characteristics of liquids thickened with commercial thickeners to levels specified in the International Dysphagia Diet Standardization Initiative (IDDSI) framework","year":2018,"lang":"en","type":"article","venue":"Food Hydrocolloids","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; University of Guelph","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Xanthan gum; Food science; Dysphagia; Viscosity; Barium sulphate; Sensory analysis; Barium sulfate; Sensory system; Barium; Chemistry; Materials science; Mathematics; Composite material; Psychology; Medicine; Rheology; Surgery; Organic chemistry; Cognitive psychology","score_opus":0.08300140099059407,"score_gpt":0.39673660338602834,"score_spread":0.3137352023954343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782092928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8523172,0.0000111895315,0.059405364,0.009255061,0.0020781842,0.0042858827,0.00048648493,0.000106504616,0.072054125],"genre_scores_gemma":[0.9887061,0.00001262938,0.0029563142,0.0064064516,0.00076452515,0.00038520122,0.000068883535,0.000037165162,0.0006627258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971933,0.0004989664,0.0007098019,0.00034153843,0.00080814265,0.00044826508],"domain_scores_gemma":[0.998125,0.0005433081,0.00037216628,0.0004211116,0.00044681964,0.00009159456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318799,0.00024474156,0.00039011892,0.00024790276,0.00040603484,0.0000365783,0.00057615165,0.00022081856,0.0004896596],"category_scores_gemma":[0.00028887208,0.000180598,0.000052748215,0.0006420103,0.00016488711,0.00019460941,0.00024714734,0.0006340941,0.000077680845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028712608,0.0022855247,0.26554897,0.00087638875,0.0029548905,0.000088881694,0.29974946,0.00035752135,0.0039549833,0.32307065,0.066551946,0.0058481814],"study_design_scores_gemma":[0.0058741444,0.010569119,0.7963308,0.0015893508,0.00025301953,0.0000019156203,0.026792504,0.0005388595,0.0023965423,0.005767439,0.14886163,0.0010246637],"about_ca_topic_score_codex":0.000030741066,"about_ca_topic_score_gemma":0.00063314097,"teacher_disagreement_score":0.53078187,"about_ca_system_score_codex":0.000257298,"about_ca_system_score_gemma":0.00032621797,"threshold_uncertainty_score":0.7364573},"labels":[],"label_agreement":null},{"id":"W2785495324","doi":"10.1016/j.apmr.2018.01.012","title":"Creation and Initial Validation of the International Dysphagia Diet Standardisation Initiative Functional Diet Scale","year":2018,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Spinal Cord Injury BC; University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Scale (ratio); Rehabilitation; Medicine; Physical therapy; Gerontology; Physical medicine and rehabilitation; Surgery; Geography","score_opus":0.03057511347703186,"score_gpt":0.3978531038692984,"score_spread":0.36727799039226655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785495324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666861,0.00001689331,0.0037580729,0.0068312353,0.0004369569,0.00058529875,0.000026205233,0.000012831775,0.021646403],"genre_scores_gemma":[0.9984863,0.000016737698,0.00070041517,0.00014662177,0.0004494264,0.000042298143,0.000057000383,0.0000059952963,0.00009523777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988363,0.00025820732,0.00033415802,0.00016337477,0.00031550715,0.000092478425],"domain_scores_gemma":[0.9970213,0.0023727247,0.0002713581,0.000108036256,0.00019161042,0.00003493647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032544095,0.00008313506,0.00017105209,0.00010739484,0.00020616884,0.0000028669283,0.000060684615,0.000029783798,0.0000611204],"category_scores_gemma":[0.0006998312,0.000053588887,0.00004010447,0.00010931853,0.0009070187,0.00017781199,0.000097889715,0.000111677495,0.0000013514749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066483645,0.00079232745,0.35513526,0.0016328318,0.0005358775,2.4611688e-7,0.2863461,0.0000539412,0.056376368,0.21736777,0.007029871,0.068081036],"study_design_scores_gemma":[0.0020401482,0.0039159916,0.89916754,0.00064148713,0.00012876779,1.1245902e-7,0.013438086,0.0024302136,0.0014649582,0.0754103,0.0012755033,0.00008687305],"about_ca_topic_score_codex":0.00005106336,"about_ca_topic_score_gemma":0.0000235621,"teacher_disagreement_score":0.5440323,"about_ca_system_score_codex":0.000020485184,"about_ca_system_score_gemma":0.000047278794,"threshold_uncertainty_score":0.33419484},"labels":[],"label_agreement":null},{"id":"W2788003007","doi":"","title":"NEED FOR IMMEDIATE SWALLOWING SCREENING IN POST STROKE PATIENTS IN PAKISTAN","year":2017,"lang":"en","type":"article","venue":"The Rehabilitation Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Stroke (engine); Aspiration pneumonia; Population; Pneumonia; Intensive care medicine; Incidence (geometry); Physical therapy; Emergency medicine; Pediatrics; Surgery; Environmental health; Internal medicine","score_opus":0.03363784997342659,"score_gpt":0.43414607265529176,"score_spread":0.40050822268186514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788003007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98477656,0.000025081656,0.0015467508,0.010370201,0.00085772487,0.0011867598,0.00000950497,0.000009942446,0.001217461],"genre_scores_gemma":[0.9952361,0.0000152663,0.0034155431,0.00024473993,0.00013744035,0.00011348088,0.000008134755,0.000015008323,0.0008143039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982638,0.00039954478,0.0006106388,0.0001230443,0.00023790658,0.00036506983],"domain_scores_gemma":[0.9978457,0.0012108373,0.0004373896,0.0002545446,0.000188554,0.00006295422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003488274,0.00009286446,0.00016431756,0.0001866446,0.0011987103,0.00006904043,0.00031395486,0.00005483337,0.00006183439],"category_scores_gemma":[0.0011670911,0.0000670805,0.0000777862,0.000054174758,0.000043912958,0.00046081387,0.000092138864,0.00048031588,0.000013186215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022066053,0.00007417938,0.9711202,0.000054525113,0.000022017724,0.0000013445286,0.008134559,0.00007620933,0.00012217005,0.0015104606,0.0005644091,0.0180993],"study_design_scores_gemma":[0.0037447272,0.0001659073,0.9765719,0.00021117818,0.0000124819335,8.888753e-8,0.014892891,0.00043719306,0.0000014237646,0.0019868969,0.0019019749,0.00007330345],"about_ca_topic_score_codex":0.00019714162,"about_ca_topic_score_gemma":0.0006580346,"teacher_disagreement_score":0.018025998,"about_ca_system_score_codex":0.00017829679,"about_ca_system_score_gemma":0.000099516066,"threshold_uncertainty_score":0.9219631},"labels":[],"label_agreement":null},{"id":"W2788290695","doi":"10.1016/j.anorl.2017.12.009","title":"International consensus (ICON) on assessment of oropharyngeal dysphagia","year":2018,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Swallowing; Dysphagia; Oropharyngeal dysphagia; Icon; Medicine; Psychology; Computer science; Dentistry; Surgery","score_opus":0.0712457048705231,"score_gpt":0.4264411105040223,"score_spread":0.35519540563349916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788290695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79870737,0.00019862551,0.000022865195,0.0017031435,0.0011586251,0.00043536336,0.00016448722,0.00006459552,0.19754493],"genre_scores_gemma":[0.99385846,0.00037575272,0.00032431434,0.0029235713,0.0005490236,0.000016104923,0.00006189637,0.00003420822,0.0018566856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718827,0.0010011714,0.0007109904,0.0003923656,0.0002978114,0.0004093782],"domain_scores_gemma":[0.9982596,0.00031852318,0.0004667188,0.00037259745,0.00035869316,0.00022386915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061097555,0.00022555112,0.00044826345,0.00022071536,0.00025706892,0.0000086331465,0.000323297,0.00006866618,0.0012001923],"category_scores_gemma":[0.00014744716,0.00019659508,0.00010459223,0.00011223958,0.000452853,0.00009726223,0.00032972035,0.00025573763,0.00013163431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075867533,0.0011379505,0.8382842,0.0004132058,0.0006771052,0.00011364363,0.0005290113,0.0000019842134,0.0019401613,0.033813287,0.11721775,0.0051130275],"study_design_scores_gemma":[0.0016110808,0.0011665493,0.93958455,0.0002202198,0.00006364647,0.0000015383979,0.0001515981,0.00009248642,0.000120228346,0.00018046197,0.056648605,0.00015904446],"about_ca_topic_score_codex":0.000034059136,"about_ca_topic_score_gemma":0.000008531345,"teacher_disagreement_score":0.19568825,"about_ca_system_score_codex":0.000019968305,"about_ca_system_score_gemma":0.00012946119,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W2789298456","doi":"10.1007/s00455-018-9885-8","title":"Screening for Dysphagia in Adult Patients with Stroke: Assessing the Accuracy of Informal Detection","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network; University of Ottawa; Toronto Rehabilitation Institute","funders":"University of Toronto; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Dysphagia; Medicine; Stroke (engine); Swallowing; Medical record; Otorhinolaryngology; Protocol (science); Physical therapy; Pediatrics; Emergency medicine; Internal medicine; Surgery; Alternative medicine; Pathology","score_opus":0.027942668629699848,"score_gpt":0.3861721445435498,"score_spread":0.35822947591384996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789298456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297796,0.00001714528,0.055856314,0.00023256526,0.0009805252,0.0029126478,0.00003323928,0.00008471072,0.010103285],"genre_scores_gemma":[0.99290895,0.000005604406,0.0047800927,0.00070884795,0.00019591897,0.00038129825,0.00004832167,0.00003787672,0.0009330599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766004,0.00017927513,0.00075397675,0.00028309866,0.0004481565,0.0006754304],"domain_scores_gemma":[0.9975515,0.00067358365,0.0006618793,0.00040073154,0.00063302246,0.000079280806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008968181,0.00022856436,0.00029566023,0.00019444143,0.000748144,0.000039639344,0.00032246037,0.00014826024,0.00017240558],"category_scores_gemma":[0.00040570917,0.0001541441,0.000058783982,0.00042770337,0.00013885183,0.00090075185,0.00017228643,0.000443625,0.000034231205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086781516,0.00023646196,0.8719631,0.00046985457,0.00032008273,0.0000018093608,0.0038944487,0.00007318857,0.00034767704,0.002703871,0.002189895,0.11693183],"study_design_scores_gemma":[0.006186252,0.0005777269,0.97205216,0.0003042506,0.00012599897,2.7018615e-7,0.0036337895,0.0050213234,0.00087775063,0.00007840211,0.010873153,0.00026890662],"about_ca_topic_score_codex":0.00024886327,"about_ca_topic_score_gemma":0.00081933825,"teacher_disagreement_score":0.11666293,"about_ca_system_score_codex":0.000093469884,"about_ca_system_score_gemma":0.00015788317,"threshold_uncertainty_score":0.6285814},"labels":[],"label_agreement":null},{"id":"W2789333514","doi":"10.1016/j.ijrobp.2018.01.097","title":"Dysphagia Treatment for Patients With Head and Neck Cancer Undergoing Radiation Therapy: A Meta-analysis Review","year":2018,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Mount Sinai Hospital; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; Heart and Stroke Foundation; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Radiation therapy; Head and neck cancer; Cancer; Head and neck; General surgery; Radiology; Surgery; Internal medicine","score_opus":0.1423579452731852,"score_gpt":0.4949641059823781,"score_spread":0.35260616070919293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789333514","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017612666,0.98928124,0.0033715286,0.0012786762,0.0019010194,0.0032463581,0.00048443576,0.00003131898,0.00022931321],"genre_scores_gemma":[0.00020584742,0.9922421,0.0017251571,0.0016069796,0.001640054,0.0010450842,0.0010750024,0.00006806399,0.00039173794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568427,0.0011445,0.0018928088,0.00050255324,0.00037937844,0.00039648978],"domain_scores_gemma":[0.99084663,0.0017615665,0.005621249,0.00028409154,0.0013336805,0.00015275212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010652882,0.000564738,0.003449102,0.00040661878,0.0002898109,0.00003430318,0.0004774113,0.00040483556,0.00035983766],"category_scores_gemma":[0.00016204738,0.0003549678,0.0015027924,0.00044050472,0.00010311657,0.00033700396,0.00008231591,0.00046241004,0.000022369608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014953421,0.00044257578,0.014116816,0.0015273461,0.20278414,0.000002692264,0.00017468559,0.000015398538,4.9872828e-8,0.0016459743,0.004607615,0.77453315],"study_design_scores_gemma":[0.004052621,0.0016111473,0.0006480061,0.0013702413,0.12336233,0.0000015674664,0.000011536264,0.000038906248,1.8670825e-7,0.00046314468,0.86816376,0.00027653232],"about_ca_topic_score_codex":0.00004848038,"about_ca_topic_score_gemma":0.00011191178,"teacher_disagreement_score":0.86355615,"about_ca_system_score_codex":0.0020952455,"about_ca_system_score_gemma":0.0019037672,"threshold_uncertainty_score":0.9998902},"labels":[],"label_agreement":null},{"id":"W2789654447","doi":"10.1093/jcag/gwy009.302","title":"A302 INAPPROPRIATE REFERRALS FOR VIDEO FLUOROSCOPIC SWALLOWING STUDIES; DEFINING THE SCOPE OF THE PROBLEM","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Esophageal Disorder; Referral; Oropharyngeal dysphagia; Pediatrics; Esophagus; Surgery; Family medicine","score_opus":0.043796132394456365,"score_gpt":0.3728680407144558,"score_spread":0.32907190831999944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789654447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92150056,0.00015358665,0.00014426558,0.06969338,0.004426084,0.0014934377,0.00003474057,0.0000058529818,0.0025481055],"genre_scores_gemma":[0.9917102,0.00003359461,0.0009998059,0.0052992404,0.0002478812,0.00003364215,9.236278e-7,0.00001528711,0.0016594213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970832,0.0010597864,0.00094353285,0.000102097234,0.00033571385,0.00047566096],"domain_scores_gemma":[0.99546874,0.00036709188,0.0028889282,0.0002528718,0.00094584393,0.00007653101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004261185,0.00011129749,0.00040440468,0.00011753707,0.00078204303,0.000009883409,0.0006352664,0.000097100055,0.00003531909],"category_scores_gemma":[0.0009592153,0.000058546884,0.00020148253,0.00015861033,0.00011703779,0.00009709739,0.00016437274,0.00043877968,0.000003931039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028662785,0.00003961361,0.8509783,0.00018102085,0.0013692534,7.7360755e-7,0.0034675787,0.00006756077,0.00047275002,0.004506252,0.13836947,0.00026081296],"study_design_scores_gemma":[0.006849344,0.0026914112,0.8902802,0.0016254734,0.0010593394,0.0000070064157,0.005192249,0.000097642194,0.00037000564,0.006798244,0.08487022,0.00015886278],"about_ca_topic_score_codex":0.0017055417,"about_ca_topic_score_gemma":0.2511843,"teacher_disagreement_score":0.24947876,"about_ca_system_score_codex":0.001231512,"about_ca_system_score_gemma":0.0007093759,"threshold_uncertainty_score":0.7624796},"labels":[],"label_agreement":null},{"id":"W2790627546","doi":"10.1093/jcag/gwy008.053","title":"A52 PERORAL ENDOSCOPIC MYOTOMY (POEM) FOR TREATING ACHALASIA: A SINGLE CENTER’S RESULTS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Achalasia; Myotomy; Medicine; Dysphagia; Surgery; Single Center; Esophageal motility disorder; Esophagus","score_opus":0.03223798440161032,"score_gpt":0.34331412299103314,"score_spread":0.31107613858942285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790627546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947921,0.0000059123454,0.00035650443,0.040913206,0.00371856,0.00075766176,0.00016208489,0.000009174726,0.006155894],"genre_scores_gemma":[0.99150395,0.0000040107184,0.0010197029,0.0022648023,0.00067386247,0.000015925178,0.000009568263,0.000015095797,0.0044930964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758303,0.0005865723,0.00087829225,0.00011867034,0.00025355234,0.0005798586],"domain_scores_gemma":[0.9964842,0.00022529028,0.0022569464,0.0001705319,0.0006880998,0.00017492869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016754076,0.00011339634,0.00034568607,0.0002310913,0.0004731335,0.000013331281,0.0003317844,0.00014019759,0.00007439584],"category_scores_gemma":[0.0007857559,0.00008805091,0.00017284851,0.00009692963,0.000052349336,0.00011529321,0.000058512556,0.00032851344,0.000008761416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002956605,0.000062721156,0.91020256,0.00003021439,0.00023750895,0.0000017962475,0.0011534818,0.000004392243,0.0001102688,0.00018547296,0.0875546,0.00016131978],"study_design_scores_gemma":[0.01481614,0.004234521,0.83253783,0.00038039178,0.00031041546,0.0000037360242,0.0020240545,0.00016982111,0.00010886963,0.0004811055,0.1448331,0.00009999427],"about_ca_topic_score_codex":0.0023365603,"about_ca_topic_score_gemma":0.4353612,"teacher_disagreement_score":0.43302464,"about_ca_system_score_codex":0.002031892,"about_ca_system_score_gemma":0.00045386536,"threshold_uncertainty_score":0.574942},"labels":[],"label_agreement":null},{"id":"W2791830423","doi":"10.1016/j.bjorl.2017.12.008","title":"Diagnostic validity of methods for assessment of swallowing sounds: a systematic review","year":2018,"lang":"en","type":"review","venue":"Brazilian Journal of Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Receiver operating characteristic; Gold standard (test); Audiology; Physical therapy; Physical medicine and rehabilitation; Surgery; Radiology; Internal medicine","score_opus":0.17862944992524973,"score_gpt":0.5506242493227158,"score_spread":0.37199479939746605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791830423","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010862444,0.9546732,0.03172472,0.00008291149,0.0031027633,0.0094708735,0.000057449986,0.000018050056,0.0008592243],"genre_scores_gemma":[0.000019933903,0.95612365,0.04168129,0.00023931608,0.00043360257,0.0008218905,0.000040339568,0.00009727598,0.00054271286],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9818036,0.009239392,0.00735952,0.00042814572,0.00047922164,0.0006901206],"domain_scores_gemma":[0.9678774,0.016119378,0.013465293,0.0009966978,0.0013126059,0.000228625],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016839858,0.0006467292,0.009622167,0.0007174003,0.00022223718,0.000010724887,0.0014879404,0.0006386834,0.00032680045],"category_scores_gemma":[0.00926065,0.00046255175,0.0023441496,0.0004865657,0.00018302332,0.00023389205,0.00037812302,0.0012295586,0.000019363784],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009119401,0.00018405383,0.0002699494,0.9806808,0.0022964636,0.000014786511,0.000097284086,1.08685015e-7,0.0000016122036,0.0013182276,0.008746284,0.0063812584],"study_design_scores_gemma":[0.0006366638,0.00088945194,0.00010798149,0.6478663,0.01681953,0.000057476507,0.000083189014,0.00000689838,6.9429086e-7,0.00029904963,0.3329518,0.00028092536],"about_ca_topic_score_codex":0.0000066152297,"about_ca_topic_score_gemma":0.000003695495,"teacher_disagreement_score":0.33281454,"about_ca_system_score_codex":0.0004532118,"about_ca_system_score_gemma":0.0023106863,"threshold_uncertainty_score":0.9997826},"labels":[],"label_agreement":null},{"id":"W2792798255","doi":"10.1200/jco.2018.36.4_suppl.164","title":"Screening for cancer-associated dysphagia: The development of two rapid tools for use in observational studies and routine care.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Dysphagia; Observational study; Odynophagia; Swallowing; Gold standard (test); Physical therapy; Common Terminology Criteria for Adverse Events; MEDLINE; Adverse effect; Intensive care medicine; Surgery; Internal medicine","score_opus":0.6905311397852898,"score_gpt":0.6457674477273871,"score_spread":0.04476369205790265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792798255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802665,0.00085027126,0.0071420097,0.007838854,0.0023096718,0.0013598116,0.000017878521,0.0000059151553,0.000209099],"genre_scores_gemma":[0.88537616,0.00044271105,0.10963029,0.002985096,0.0009291483,0.00021065971,0.0000094700845,0.000014208684,0.00040229256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616116,0.00056024286,0.0026736902,0.00013492804,0.00019929835,0.00027068623],"domain_scores_gemma":[0.9775222,0.018404754,0.002460301,0.000079116624,0.0014643539,0.000069299655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008815356,0.00009954478,0.0008827566,0.000069234084,0.00029521735,0.000007464931,0.00016551932,0.00016078033,0.000026392196],"category_scores_gemma":[0.008469,0.00006196382,0.00011859996,0.000107202235,0.00015566777,0.0002242741,0.00013672828,0.0003996291,4.779292e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028777164,0.00039226338,0.628096,0.00026316024,0.0018784101,0.0000029842365,0.006980417,0.000032044092,0.00003185578,0.0032341073,0.016619366,0.33959165],"study_design_scores_gemma":[0.013161496,0.0026046534,0.8398402,0.00040389175,0.0002889335,2.7379923e-7,0.008449351,0.00034735387,0.000021619027,0.0009677206,0.13381897,0.00009556216],"about_ca_topic_score_codex":0.000025395919,"about_ca_topic_score_gemma":0.0050172918,"teacher_disagreement_score":0.3394961,"about_ca_system_score_codex":0.00025237136,"about_ca_system_score_gemma":0.0016065065,"threshold_uncertainty_score":0.9998831},"labels":[],"label_agreement":null},{"id":"W2793136429","doi":"10.1093/jcag/gwy009.047","title":"A47 ENDOSCOPIC ZENKER’S DIVERTICULOTOMY AND MYOMECTOMY:A SINGLE CENTER EXPERIENCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Medicine; Zenker's diverticulum; Dysphagia; Odynophagia; Surgery; Sedation; Single Center; Retrospective cohort study; Endoscopy","score_opus":0.022675318506839143,"score_gpt":0.3218443214174011,"score_spread":0.299169002910562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793136429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847766,0.000007369737,0.00006370874,0.011035553,0.0019735692,0.00020975593,0.000011155044,0.000003913846,0.0019183604],"genre_scores_gemma":[0.9943512,0.000010324896,0.00019168707,0.0036086168,0.0002205544,0.000005204235,0.000001109347,0.0000074956556,0.0016038116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835074,0.00045084357,0.00048161743,0.00008767917,0.00023226984,0.0003968406],"domain_scores_gemma":[0.99827576,0.00008088964,0.0009766684,0.00012475903,0.00036884155,0.00017308204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238795,0.00008240828,0.00023321288,0.00015993812,0.00033009934,0.000011233369,0.00023969817,0.000086824315,0.00025291176],"category_scores_gemma":[0.00023687976,0.00006111167,0.00006449314,0.00008193846,0.00008662373,0.00012476175,0.00009530311,0.00026050844,0.000015252514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004671425,0.000027709917,0.97900283,0.000011805885,0.00009700786,0.0000020850018,0.001320712,5.521076e-7,0.00027986232,0.00014451501,0.01901599,0.0000501904],"study_design_scores_gemma":[0.0020851407,0.0006307907,0.9561835,0.00008357778,0.00005940613,0.00000524673,0.0006409812,0.000018016417,0.000050069793,0.00015139724,0.040053137,0.000038763512],"about_ca_topic_score_codex":0.002038854,"about_ca_topic_score_gemma":0.2170729,"teacher_disagreement_score":0.21503405,"about_ca_system_score_codex":0.00095898774,"about_ca_system_score_gemma":0.00019143101,"threshold_uncertainty_score":0.7972135},"labels":[],"label_agreement":null},{"id":"W2793439749","doi":"10.1093/jcag/gwx008","title":"Clinical Practice Guidelines for the Assessment of Uninvestigated Esophageal Dysphagia","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Mount Sinai Hospital; McMaster University; Queen's University; University of Calgary; University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Esophageal motility disorder; High resolution manometry; Oropharyngeal dysphagia; Proton-pump inhibitor; Endoscopy; Internal medicine; Esophageal Disorder; Swallowing; Esophageal stricture; Esophagus; Gastroenterology; Surgery; Achalasia","score_opus":0.08897520092679048,"score_gpt":0.48051822299349745,"score_spread":0.391543022066707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793439749","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25989202,0.0000860546,0.009474418,0.70424086,0.018160405,0.0025290842,0.00017073964,0.0000158065,0.0054306597],"genre_scores_gemma":[0.94362414,0.00007325234,0.02067052,0.031109428,0.0012621457,0.000019547766,0.0000051498764,0.00002094694,0.0032148915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955638,0.0015472776,0.0019025948,0.00011076967,0.00045706474,0.00041849315],"domain_scores_gemma":[0.98673546,0.0016921035,0.005093484,0.0002714398,0.006024639,0.00018287591],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01061603,0.00011153104,0.0004448885,0.00014396277,0.00044258643,0.000009130157,0.0005981256,0.00017708672,0.00012600934],"category_scores_gemma":[0.009254545,0.00006852181,0.00023796655,0.00015937242,0.00018371886,0.00013599187,0.00009050547,0.0005695437,0.0000034995203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014169484,0.000045660043,0.6324496,0.000021372985,0.000801087,0.0000012358514,0.00014370179,0.000047617166,0.000023311219,0.0019906047,0.36407194,0.00026213293],"study_design_scores_gemma":[0.002926379,0.0014273971,0.7782622,0.00008575569,0.0006761614,0.0000047096823,0.00078690803,0.0010704654,0.00000814201,0.00044637854,0.21425988,0.000045642766],"about_ca_topic_score_codex":0.0026839855,"about_ca_topic_score_gemma":0.12947208,"teacher_disagreement_score":0.6837321,"about_ca_system_score_codex":0.00079210167,"about_ca_system_score_gemma":0.0019432115,"threshold_uncertainty_score":0.9990909},"labels":[],"label_agreement":null},{"id":"W2794105178","doi":"10.1590/0004-282x20180005","title":"Association between executive and food functions in the acute phase after stroke","year":2018,"lang":"en","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais","keywords":"Modified Rankin Scale; Stroke (engine); Medicine; Executive functions; Cognition; Association (psychology); Executive dysfunction; Physical medicine and rehabilitation; Psychology; Internal medicine; Psychiatry; Ischemic stroke; Neuropsychology","score_opus":0.035459259051911544,"score_gpt":0.38768983170546467,"score_spread":0.3522305726535531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794105178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97328514,0.000056428657,0.0014019818,0.00684553,0.0008477581,0.0015207988,0.0001604222,0.00009640313,0.015785513],"genre_scores_gemma":[0.9878352,0.000052750358,0.00016976021,0.0043949704,0.0009585349,0.00039193718,0.000030000234,0.00002719177,0.006139617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974302,0.0008245559,0.0004355043,0.00034493758,0.00032227216,0.0006425363],"domain_scores_gemma":[0.99819136,0.0010222835,0.00025671028,0.00032687065,0.00010251679,0.00010024718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011819088,0.00018909354,0.00023855924,0.00016890888,0.0005018852,0.000047261372,0.00021435272,0.00017279222,0.00022073575],"category_scores_gemma":[0.00020584854,0.00014969171,0.00006946161,0.00033196103,0.000052358097,0.00025494146,0.00014781106,0.0006106736,0.00020492588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026984847,0.00017705827,0.89420205,0.000039018458,0.00046918,0.000017542261,0.00606773,3.841711e-7,0.00026555217,0.0013507719,0.09605173,0.0010891132],"study_design_scores_gemma":[0.0066355173,0.0017159036,0.78453106,0.00003944878,0.0010533802,0.0000015814818,0.0032184445,0.000110766465,0.000055482902,0.0013984035,0.2009335,0.00030649165],"about_ca_topic_score_codex":0.00006300505,"about_ca_topic_score_gemma":0.00049734645,"teacher_disagreement_score":0.109671,"about_ca_system_score_codex":0.00020349478,"about_ca_system_score_gemma":0.000104499995,"threshold_uncertainty_score":0.6104251},"labels":[],"label_agreement":null},{"id":"W2795590939","doi":"10.1177/1460458218766574","title":"Usability testing of an mHealth device for swallowing therapy in head and neck cancer survivors","year":2018,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Usability; mHealth; Computer science; Bluetooth; Human–computer interaction; Multimedia; Medicine; Psychological intervention; Nursing; Wireless","score_opus":0.18042879892781635,"score_gpt":0.5055620928599379,"score_spread":0.32513329393212154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795590939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928858,0.00022531334,0.0019881458,0.0014987396,0.0007914255,0.0013601553,0.000012319378,0.00002459708,0.0012134971],"genre_scores_gemma":[0.90560144,0.0012888145,0.08447849,0.007919675,0.00048837945,0.00011833536,0.000007994306,0.000027865353,0.00006900868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966006,0.00031754185,0.0019807525,0.00010231254,0.00028071625,0.0007180288],"domain_scores_gemma":[0.9973959,0.000478549,0.0012053486,0.00019101401,0.00040851114,0.0003207196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066667814,0.0001461396,0.00040745854,0.0001992422,0.0009793648,0.000025295863,0.0001710644,0.000087297485,0.00005644613],"category_scores_gemma":[0.00026163697,0.00012084964,0.000030881325,0.00029911989,0.000062231156,0.000629254,0.00006333542,0.0005263414,0.000003143441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019598477,0.00013607866,0.73822814,0.0030486637,0.00003111722,4.2423204e-7,0.03263498,0.000064009866,0.0000079554575,0.00046738514,0.0006754049,0.22450987],"study_design_scores_gemma":[0.0071779857,0.0036296954,0.86610216,0.0022501762,0.00001932109,0.00000777675,0.02251924,0.048402023,0.000019740006,0.0021000383,0.047432136,0.00033969313],"about_ca_topic_score_codex":0.002859634,"about_ca_topic_score_gemma":0.008995979,"teacher_disagreement_score":0.22417016,"about_ca_system_score_codex":0.00036916006,"about_ca_system_score_gemma":0.0014159918,"threshold_uncertainty_score":0.7532581},"labels":[],"label_agreement":null},{"id":"W2798170158","doi":"","title":"Automated Algorithm for Swallowing Sound Detection","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Computer science; Dysphagia; Artificial intelligence; Algorithm; Speech recognition; Medicine","score_opus":0.05716822434112792,"score_gpt":0.4301814444953537,"score_spread":0.3730132201542258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798170158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7438407,0.00007830797,0.06345992,0.0020688232,0.0066486676,0.0053331694,0.000017644461,0.003476084,0.1750767],"genre_scores_gemma":[0.9768518,0.00001561359,0.009430308,0.00033416136,0.0006255205,0.00075192546,0.000007685352,0.000041610387,0.011941362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877834,0.0000074966465,0.000276098,0.0002886225,0.00016860446,0.00048085183],"domain_scores_gemma":[0.9991204,0.00005374033,0.00030841288,0.00017276904,0.00025917738,0.00008550765],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005837679,0.00014585022,0.00018687105,0.00007930065,0.003287064,0.00014872952,0.00030779722,0.0001384552,0.00005366053],"category_scores_gemma":[0.0002021293,0.00013550773,0.00007044597,0.00004865684,0.000043603817,0.0006278703,0.00019837306,0.0002029028,0.0001513619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020661263,0.0003418057,0.1134493,0.0027244976,0.00085164263,0.000010637889,0.008383387,0.0000019244742,0.02460516,0.038427483,0.21201251,0.598985],"study_design_scores_gemma":[0.0074177817,0.0005259705,0.19876625,0.0006500783,0.00045158115,0.0000029960065,0.010376095,0.23013306,0.0040496085,0.017370328,0.5290995,0.0011567271],"about_ca_topic_score_codex":0.00004949087,"about_ca_topic_score_gemma":0.000023743874,"teacher_disagreement_score":0.5978283,"about_ca_system_score_codex":0.00013845322,"about_ca_system_score_gemma":0.000036645324,"threshold_uncertainty_score":0.9980105},"labels":[],"label_agreement":null},{"id":"W2799959650","doi":"10.1007/s00455-018-9898-3","title":"Swallow Event Sequencing: Comparing Healthy Older and Younger Adults","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Swallowing; Dysphagia; Medicine; Young adult; Age groups; Audiology; Internal medicine; Demography; Surgery","score_opus":0.04886932276227506,"score_gpt":0.3991477599917992,"score_spread":0.3502784372295241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799959650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096115,0.00057920563,0.0029845973,0.0024034637,0.0036716799,0.0017508946,0.000006286568,0.00034174725,0.078650616],"genre_scores_gemma":[0.98355025,0.00008677443,0.0014227234,0.0052521364,0.0006108237,0.00014985437,0.000024861482,0.000041314997,0.00886124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976092,0.00020758466,0.00056179013,0.00048742438,0.0003291434,0.0008048842],"domain_scores_gemma":[0.9987848,0.00011414676,0.00022681717,0.00041657273,0.00017528863,0.00028239135],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071045366,0.00024160853,0.00033927395,0.00012201759,0.00083710696,0.000025987867,0.00020439847,0.00014441203,0.0013426688],"category_scores_gemma":[0.000043350912,0.00021742895,0.000045034376,0.00020178183,0.000109581626,0.0002942436,0.0003106001,0.00042938744,0.0012524736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011935027,0.00044649641,0.50522095,0.002315955,0.00071827654,0.000103138635,0.031715464,0.00001169138,0.0007469441,0.0695234,0.3697579,0.018246302],"study_design_scores_gemma":[0.008455199,0.00086465006,0.58451045,0.0010190657,0.0002146241,0.000009003206,0.0087851845,0.009702684,0.00014050036,0.0011018942,0.3842144,0.0009823401],"about_ca_topic_score_codex":0.0006117085,"about_ca_topic_score_gemma":0.00051277026,"teacher_disagreement_score":0.07928949,"about_ca_system_score_codex":0.00035170102,"about_ca_system_score_gemma":0.00019322186,"threshold_uncertainty_score":0.99957025},"labels":[],"label_agreement":null},{"id":"W2800253728","doi":"10.1097/moo.0000000000000455","title":"Managing the late effects of chemoradiation on swallowing: bolstering the beginning, minding the middle, and cocreating the end","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Otolaryngology & Head & Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Biopsychosocial model; Quality of life (healthcare); Head and neck cancer; Physical therapy; Radiation therapy; Surgery; Psychiatry; Nursing","score_opus":0.1485489032388431,"score_gpt":0.4317584648097795,"score_spread":0.28320956157093635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800253728","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019695736,0.9577215,0.000039781815,0.0023544151,0.014658192,0.004739571,0.000008150884,0.0000578672,0.00072479347],"genre_scores_gemma":[0.005816273,0.99032646,0.000010288949,0.00039763332,0.0012166041,0.001844145,0.00012450258,0.000081726605,0.00018233943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933711,0.0032719711,0.0014984653,0.0005683657,0.00041918433,0.0008708679],"domain_scores_gemma":[0.97940475,0.017913586,0.0015648708,0.0009760873,0.000074157404,0.000066533066],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004939493,0.0005849844,0.0014409083,0.00033711919,0.0017225944,0.00006529165,0.0007716924,0.0003014301,0.000033836408],"category_scores_gemma":[0.0009687786,0.0002734887,0.00037997784,0.0007615452,0.00043260533,0.00014544367,0.0007368778,0.001995611,0.000040271076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008565258,0.00023780167,0.03424176,0.118767686,0.0010304538,0.000014341057,0.010880286,0.000011694885,0.0000028497493,0.005435511,0.042414896,0.7868771],"study_design_scores_gemma":[0.0003123715,0.000049774364,0.011238355,0.06839842,0.00038369637,0.00000769797,0.0005191298,0.00026698862,0.0000014023569,0.00014027287,0.91837287,0.00030900075],"about_ca_topic_score_codex":0.00008931857,"about_ca_topic_score_gemma":0.000021145783,"teacher_disagreement_score":0.87595797,"about_ca_system_score_codex":0.0002103993,"about_ca_system_score_gemma":0.00030757932,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W2801689206","doi":"10.1007/s00455-018-9904-9","title":"A Preliminary Videofluoroscopic Investigation of Swallowing Physiology and Function in Individuals with Oculopharyngeal Muscular Dystrophy (OPMD)","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; University of Toronto; Toronto Rehabilitation Institute; McGill University; University Health Network","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Oculopharyngeal muscular dystrophy; Otorhinolaryngology; Physical therapy; Physical medicine and rehabilitation; Larynx; Surgery","score_opus":0.0198589701827966,"score_gpt":0.3196551818035962,"score_spread":0.2997962116207996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801689206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960889,0.0001607703,0.00063355314,0.00022436443,0.00043348316,0.001001223,0.000005418792,0.000059154452,0.0013931257],"genre_scores_gemma":[0.99634254,0.000024863213,0.002293905,0.00054521736,0.0001446703,0.00019488228,0.000048588445,0.000025281306,0.00038005374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981612,0.0003446292,0.00047577574,0.00037900714,0.00023845826,0.00040096062],"domain_scores_gemma":[0.9991474,0.00013252388,0.00025742134,0.0002641655,0.000106737185,0.00009175897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000531333,0.0001882022,0.0003425076,0.00023149216,0.00023685695,0.000008026246,0.00012177986,0.00015286003,0.00023522307],"category_scores_gemma":[0.000032287633,0.00015913002,0.000026278267,0.00034775023,0.00020428885,0.0003202648,0.00016603083,0.0002311455,0.000050290622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037347124,0.00008205869,0.963093,0.0007619954,0.00023731287,0.0000106045545,0.0045737787,0.000012151271,0.025302947,0.002584228,0.0013475228,0.001620954],"study_design_scores_gemma":[0.0022457044,0.0012325343,0.99112564,0.00027421836,0.00011758773,7.9598715e-7,0.0007514283,0.00022080583,0.0011026659,0.001089253,0.0016818123,0.00015753318],"about_ca_topic_score_codex":0.00016280026,"about_ca_topic_score_gemma":0.00005487412,"teacher_disagreement_score":0.028032687,"about_ca_system_score_codex":0.000054454755,"about_ca_system_score_gemma":0.00012671534,"threshold_uncertainty_score":0.64891344},"labels":[],"label_agreement":null},{"id":"W2802726740","doi":"10.1136/flgastro-2018-100994","title":"Examining the relationship between sepsis and oropharyngeal dysphagia in hospitalised elderly patients: a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Frontline Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Dysphagia; Retrospective cohort study; Oropharyngeal dysphagia; Sepsis; Cohort; Cohort study; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Surgery","score_opus":0.04086427118386351,"score_gpt":0.35543022148621367,"score_spread":0.3145659503023502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802726740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931603,0.000012446635,0.0005821113,0.0011457539,0.0007312433,0.0028164985,0.00002311422,0.000059172737,0.001469379],"genre_scores_gemma":[0.9971248,0.000003596621,0.00027533557,0.0008018698,0.00037770288,0.0004859368,0.000072771414,0.000032150707,0.00082586915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967281,0.0010983594,0.00069372443,0.0005449513,0.0002642562,0.00067056087],"domain_scores_gemma":[0.9984839,0.0005199918,0.00031379535,0.00041866678,0.00016472906,0.00009893185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011792376,0.00023534214,0.0004868986,0.0001788093,0.0005307932,0.000017471008,0.00025856026,0.00012092753,0.0002228447],"category_scores_gemma":[0.00038871472,0.000181027,0.000029756951,0.00019387755,0.0001864529,0.00019912033,0.00035819333,0.0006484666,0.00007575256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018762477,0.00019830618,0.99172735,0.000012683302,0.00017312507,0.0000037862885,0.0029154678,4.0365936e-7,5.4201433e-7,0.00009403648,0.004544904,0.00014174223],"study_design_scores_gemma":[0.0044556716,0.004232449,0.98817813,0.000029141229,0.00016829988,1.8016536e-7,0.00232998,0.000041582236,1.1756852e-7,0.0002462152,0.00022396413,0.00009426833],"about_ca_topic_score_codex":0.00073864625,"about_ca_topic_score_gemma":0.005360871,"teacher_disagreement_score":0.004622225,"about_ca_system_score_codex":0.00025922092,"about_ca_system_score_gemma":0.000032591994,"threshold_uncertainty_score":0.7382067},"labels":[],"label_agreement":null},{"id":"W2803158655","doi":"10.1007/s00455-018-9909-4","title":"Lingual and Jaw Kinematic Abnormalities Precede Speech and Swallowing Impairments in ALS","year":2018,"lang":"de","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; Sunnybrook Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Tongue; Audiology; Otorhinolaryngology; Range of motion; Surgery; Pathology","score_opus":0.026282773101727875,"score_gpt":0.3738878434752928,"score_spread":0.3476050703735649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803158655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97021765,0.0033739638,0.000085303596,0.0012788648,0.003917991,0.0023502249,0.000030666808,0.00011603024,0.018629307],"genre_scores_gemma":[0.9767661,0.0014682118,0.0026437123,0.0012605435,0.00077131036,0.00010788052,0.000044077125,0.00007550574,0.016862638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957533,0.0006149656,0.0011657889,0.0007269727,0.00048682906,0.0012521334],"domain_scores_gemma":[0.998224,0.00045699129,0.00036064038,0.0004804446,0.00012768642,0.00035020817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021395686,0.0005106168,0.0007262356,0.0003728767,0.000663729,0.00016208243,0.0002672683,0.0003526034,0.001321541],"category_scores_gemma":[0.0002262862,0.0004950781,0.00006006983,0.0003411576,0.00031064483,0.00052942836,0.0007982412,0.00067936385,0.0007072685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005826237,0.001135599,0.80775666,0.01093137,0.0020619933,0.00091278506,0.10672186,0.000006929949,0.0005268659,0.008088157,0.03095343,0.030321727],"study_design_scores_gemma":[0.01771416,0.0028038465,0.827774,0.008943759,0.0018916966,0.000065763335,0.047998674,0.007174397,0.0007909971,0.008474824,0.073412016,0.002955885],"about_ca_topic_score_codex":0.0011459497,"about_ca_topic_score_gemma":0.0010887149,"teacher_disagreement_score":0.05872319,"about_ca_system_score_codex":0.00016323049,"about_ca_system_score_gemma":0.00019897234,"threshold_uncertainty_score":0.9997501},"labels":[],"label_agreement":null},{"id":"W2803666294","doi":"10.1007/978-3-319-75589-2_1","title":"Making Head and Neck Reconstruction Surgery an Engineering Process","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Computer science; Finite element method; Component (thermodynamics); Head and neck; Human body; Artificial intelligence; Engineering; Medicine; Surgery","score_opus":0.10514578956011315,"score_gpt":0.40599280295884227,"score_spread":0.3008470133987291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803666294","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01376141,0.00010845151,0.0009077911,0.0001599559,0.0024905303,0.0008742476,0.0000068693903,0.00039168762,0.98129904],"genre_scores_gemma":[0.020472696,0.00029106444,0.003410157,0.000652102,0.0017121468,0.00010572197,0.000079339974,0.00015343355,0.9731233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860144,0.000022165797,0.0004671203,0.00039099096,0.00017988858,0.00033842554],"domain_scores_gemma":[0.99915177,0.000120489916,0.00025737192,0.00025677297,0.00011532554,0.00009824395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039501148,0.00026838842,0.00037455905,0.00025393796,0.0002740632,0.000025306841,0.00008146963,0.00034171744,0.005388341],"category_scores_gemma":[0.000019543604,0.00025108026,0.000048555405,0.000025950741,0.00003435626,0.00026714779,0.0000986927,0.00043974436,0.00019210744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024719373,0.00009213977,0.03505874,0.014273485,0.0012333709,0.00008767398,0.004245836,0.000018447461,0.000031013024,0.5976049,0.1102673,0.23683992],"study_design_scores_gemma":[0.0008229471,0.00018507567,0.005388193,0.008043341,0.00030508425,0.000023170587,0.0012902555,0.0018762961,0.0000068239224,0.022286948,0.9582137,0.0015582078],"about_ca_topic_score_codex":0.000013024112,"about_ca_topic_score_gemma":0.00011915417,"teacher_disagreement_score":0.84794635,"about_ca_system_score_codex":0.000096704076,"about_ca_system_score_gemma":0.00012750439,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W2803682069","doi":"10.1016/j.foodhyd.2018.05.043","title":"Challenges to assumptions regarding oral shear rate during oral processing and swallowing based on sensory testing with thickened liquids","year":2018,"lang":"en","type":"article","venue":"Food Hydrocolloids","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; University of Guelph","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Shear rate; Rheology; Viscosity; Dysphagia; Swallowing; Chemistry; Apparent viscosity; Shear thinning; Oropharyngeal dysphagia; Xanthan gum; Shear (geology); Materials science; Medicine; Composite material; Dentistry; Surgery","score_opus":0.10046548034619428,"score_gpt":0.3802163905699662,"score_spread":0.2797509102237719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803682069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93859166,0.00007667046,0.0018551754,0.0041962205,0.00031791173,0.0025845258,0.0000064611227,0.00061619433,0.051755205],"genre_scores_gemma":[0.98390985,0.000009551422,0.010865016,0.0015808395,0.00041307003,0.0005653298,0.00000536753,0.00009191117,0.0025590805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970594,0.00041356674,0.00045865457,0.0007316011,0.00042558488,0.00091117766],"domain_scores_gemma":[0.99861085,0.00029403463,0.00018025363,0.00040439932,0.00021965979,0.00029077986],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013678747,0.00036387463,0.00042923336,0.0003736792,0.0021745788,0.00008716911,0.0001975328,0.0001739021,0.000047956622],"category_scores_gemma":[0.0002181263,0.0003122241,0.000046641617,0.00052727654,0.00008622223,0.00036648876,0.00023408796,0.0005374562,0.000094888936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022232413,0.0045935544,0.32620972,0.030318717,0.0044369935,0.00091990194,0.11739201,0.030085724,0.2609814,0.025060695,0.0088137435,0.16895509],"study_design_scores_gemma":[0.04379562,0.039181806,0.5522719,0.032216314,0.0018053934,0.000036464276,0.04005624,0.18229827,0.017857641,0.0014876435,0.08123773,0.007754997],"about_ca_topic_score_codex":0.00002881594,"about_ca_topic_score_gemma":0.00034526584,"teacher_disagreement_score":0.24312377,"about_ca_system_score_codex":0.00024431167,"about_ca_system_score_gemma":0.00023492171,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W2804283497","doi":"10.1002/hsr2.48","title":"Development and evaluation of screening dysphagia tools for observational studies and routine care in cancer patients","year":2018,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Occupational Cancer Research Centre; Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto","funders":"Princess Margaret Cancer Foundation; Cancer Care Ontario","keywords":"Dysphagia; Medicine; Swallowing; Observational study; Physical therapy; Odynophagia; Gold standard (test); Common Terminology Criteria for Adverse Events; Adverse effect; Cancer; Head and neck cancer; Intensive care medicine; Surgery; Internal medicine","score_opus":0.4089462970903839,"score_gpt":0.5665319978581521,"score_spread":0.15758570076776823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804283497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952544,0.0011452407,0.00013097636,0.0005416757,0.00053418416,0.0021101634,0.000002728669,0.000010306137,0.00027032977],"genre_scores_gemma":[0.9833274,0.000091394286,0.015521563,0.00043841096,0.0000406483,0.0005069693,0.000015442292,0.0000049291652,0.0000532811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978612,0.0000549065,0.0007236621,0.0003272915,0.0006843634,0.00034855405],"domain_scores_gemma":[0.99765956,0.000099203084,0.00057003705,0.000108664884,0.0014754847,0.0000870473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005790038,0.00008160156,0.0002014852,0.00013779326,0.00078408624,0.000012011872,0.000045070658,0.000027218455,0.000011052678],"category_scores_gemma":[0.00049317174,0.00006923173,0.000006800904,0.00030150407,0.00016701216,0.00038242666,0.0001418873,0.000060946255,2.2787945e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013590281,0.000017983552,0.88887423,0.00052613195,0.000009266327,2.3034642e-7,0.011401539,0.000007844697,0.000011755944,0.0003377205,0.00022051048,0.09857917],"study_design_scores_gemma":[0.0006377022,0.000100389734,0.98854107,0.00046246842,0.000012206748,2.1858024e-7,0.0066392813,0.0005479127,0.000058135858,0.00015209026,0.0027830214,0.00006551329],"about_ca_topic_score_codex":0.00015605259,"about_ca_topic_score_gemma":0.0013501132,"teacher_disagreement_score":0.0996668,"about_ca_system_score_codex":0.00050875585,"about_ca_system_score_gemma":0.0021592649,"threshold_uncertainty_score":0.6030637},"labels":[],"label_agreement":null},{"id":"W2805746629","doi":"10.1212/wnl.90.15_supplement.p5.205","title":"Association between timing of direct enteral tube placement and outcomes after acute stroke (P5.205)","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Institute for Clinical Evaluative Sciences; Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Medicine; Enteral administration; Stroke (engine); Acute stroke; Pediatrics; Internal medicine; Parenteral nutrition","score_opus":0.029421816331965278,"score_gpt":0.38201668200191025,"score_spread":0.35259486566994497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805746629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98124796,0.000010360881,0.00011798986,0.004119396,0.0009028543,0.00041525796,0.00003996809,0.000043137796,0.013103085],"genre_scores_gemma":[0.9877474,0.000022318749,0.0001549258,0.0033002868,0.00020294456,0.0000748458,0.000012727773,0.000013735524,0.0084708305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985979,0.0003138032,0.000333993,0.00021924848,0.000170669,0.0003643916],"domain_scores_gemma":[0.9991312,0.00037283497,0.00022283432,0.00015851892,0.000062260835,0.000052371717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038459615,0.000112052185,0.00028454195,0.000093432725,0.00013812273,0.0000049995433,0.000084750216,0.00012973089,0.0006894292],"category_scores_gemma":[0.000042963842,0.00009712841,0.0000383073,0.00004616753,0.000036998703,0.00007445294,0.00023033541,0.00022723069,0.00006717093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014488972,0.000023661114,0.9925721,0.000027235921,0.00029754036,0.0000036705235,0.0005957854,2.3442357e-7,0.00010513494,0.00005942722,0.0057579465,0.00041232814],"study_design_scores_gemma":[0.0010000682,0.00057775405,0.964193,0.000008070644,0.00022171854,1.36419e-7,0.00003139381,0.00005484195,0.00005310713,0.000045535293,0.033742726,0.00007169068],"about_ca_topic_score_codex":0.00007342283,"about_ca_topic_score_gemma":0.0001814156,"teacher_disagreement_score":0.028379187,"about_ca_system_score_codex":0.000044078777,"about_ca_system_score_gemma":0.000021464983,"threshold_uncertainty_score":0.75487655},"labels":[],"label_agreement":null},{"id":"W2805921169","doi":"10.1186/s40463-018-0278-7","title":"Improved symptomatic, functional, and fluoroscopic outcomes following serial “series of three” double-balloon dilation for cricopharyngeus muscle dysfunction","year":2018,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Balloon dilation; Balloon; Constriction; Pharynx; Surgery; Nuclear medicine; Dilation (metric space); Internal medicine; Mathematics","score_opus":0.049181538614566374,"score_gpt":0.3432307520571558,"score_spread":0.29404921344258944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805921169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898099,0.00030551,0.0023788458,0.0011095719,0.005501435,0.0006825333,0.0000047925328,0.000025524072,0.00018190008],"genre_scores_gemma":[0.9973378,0.00013340946,0.0011671347,0.0003477875,0.00055343343,0.00006029807,0.000015961363,0.000022806465,0.00036133121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815035,0.00013880302,0.0009998947,0.00019656832,0.0001885571,0.00032585496],"domain_scores_gemma":[0.9978394,0.0008063097,0.00082401687,0.0001380189,0.0002837762,0.00010845909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011972596,0.00018413963,0.00071399764,0.00028035764,0.0004935544,0.000019447902,0.00006391614,0.0001958077,0.00012806762],"category_scores_gemma":[0.00016495657,0.00014706382,0.00017841542,0.000120684264,0.000100910955,0.0007147204,0.00007567102,0.0002124589,0.000003165505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001634129,0.0001326034,0.9781427,0.0005945919,0.00044632505,0.000006671109,0.00033771028,0.0000010290166,0.013919519,0.0006660108,0.0028125702,0.0013061817],"study_design_scores_gemma":[0.0036993537,0.00076688547,0.99148387,0.00025681767,0.00026604277,0.000007861637,0.00016387789,0.00015863913,0.00039756295,0.0007826703,0.0018843072,0.00013213369],"about_ca_topic_score_codex":0.000042462234,"about_ca_topic_score_gemma":0.0001383942,"teacher_disagreement_score":0.013521956,"about_ca_system_score_codex":0.000051458872,"about_ca_system_score_gemma":0.00019060186,"threshold_uncertainty_score":0.59970886},"labels":[],"label_agreement":null},{"id":"W2807780627","doi":"10.1007/s00455-018-9915-6","title":"Characterizing the Flow of Thickened Barium and Non-barium Liquid Recipes Using the IDDSI Flow Test","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Toronto Rehab, University of Toronto","keywords":"Barium; Dysphagia; Medicine; Starch; Materials science; Context (archaeology); Flow properties; Biomedical engineering; Thickening; Surgery; Food science; Mechanics; Chemistry; Physics","score_opus":0.03850291324763001,"score_gpt":0.3643408873526943,"score_spread":0.3258379741050643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807780627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195086,0.0006608976,0.016029676,0.02271846,0.007927546,0.004336131,0.00012780749,0.00026513793,0.028425798],"genre_scores_gemma":[0.99005455,0.00009962676,0.0028195127,0.0034566685,0.0009780017,0.000102700345,0.000022864431,0.00004929441,0.0024168096],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975519,0.00037661244,0.00065094803,0.00037704548,0.00038016538,0.0006633072],"domain_scores_gemma":[0.99751735,0.00090602005,0.0004050686,0.0007567342,0.00030492197,0.00010993634],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001790144,0.00027679128,0.00035985428,0.00008568479,0.0015827318,0.00005099506,0.0005062222,0.00018628291,0.00055473374],"category_scores_gemma":[0.00029369662,0.00016141233,0.00007337548,0.00034538933,0.00038380205,0.00025804157,0.00055651926,0.0005975228,0.0001227113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038626979,0.0017898387,0.15808195,0.0047255913,0.0040555825,0.00012075378,0.18677461,0.000328992,0.45431793,0.019630717,0.14165248,0.024658842],"study_design_scores_gemma":[0.0061447616,0.0023937651,0.3126418,0.0018658133,0.0015575368,0.000019670277,0.023893533,0.3187235,0.019273898,0.00097119866,0.3106856,0.0018289298],"about_ca_topic_score_codex":0.00015935011,"about_ca_topic_score_gemma":0.00015914638,"teacher_disagreement_score":0.43504405,"about_ca_system_score_codex":0.00007543621,"about_ca_system_score_gemma":0.0002153135,"threshold_uncertainty_score":0.99971706},"labels":[],"label_agreement":null},{"id":"W2808019785","doi":"10.2196/formative.9703","title":"Electronic Swallowing Intervention Package to Support Swallowing Function in Patients With Head and Neck Cancer: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Head and neck cancer; Focus group; Intervention (counseling); Quality of life (healthcare); Physical therapy; Physical medicine and rehabilitation; Cancer; Nursing; Surgery; Internal medicine","score_opus":0.0853631390049895,"score_gpt":0.49307113175284706,"score_spread":0.4077079927478576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808019785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937019,0.00001482091,0.0002916581,0.00014482325,0.00013243526,0.0044427863,0.0000025487816,0.000031266976,0.0012377953],"genre_scores_gemma":[0.9979561,0.0000056838126,0.00007821616,0.000074793075,0.000031891363,0.0012175292,0.000021206963,0.000016333368,0.0005982299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971542,0.00060325256,0.0004402311,0.00036634473,0.00063001784,0.0008059653],"domain_scores_gemma":[0.9991825,0.00008659327,0.000080230195,0.00019122109,0.0003163388,0.00014307666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030243075,0.00014850071,0.00021638047,0.00037603627,0.0007674241,0.000045932597,0.000111492845,0.00005616254,0.00015221252],"category_scores_gemma":[0.000035046185,0.000117773285,0.000015566404,0.000501106,0.000054940854,0.0006055461,0.00045750232,0.00058181665,0.00006671401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078738807,0.00062667596,0.94414717,0.00020376635,0.00007109757,0.0000011139265,0.03212105,2.2028591e-7,0.000007304529,0.00012177816,0.0004892769,0.021423165],"study_design_scores_gemma":[0.004192427,0.005377722,0.9732692,0.00032445262,0.000008228612,3.2234357e-8,0.014294447,0.000024445613,0.000017322567,0.00007569234,0.0022913243,0.00012465211],"about_ca_topic_score_codex":0.0003195367,"about_ca_topic_score_gemma":0.0080853505,"teacher_disagreement_score":0.029122094,"about_ca_system_score_codex":0.0010872962,"about_ca_system_score_gemma":0.00023402789,"threshold_uncertainty_score":0.59024835},"labels":[],"label_agreement":null},{"id":"W2809097118","doi":"10.1109/tbme.2018.2849502","title":"Automatic Croup Diagnosis Using Cough Sound Recognition","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Croup; Speech recognition; Sound (geography); Medicine; Intensive care medicine; Computer science; Audiology; Acoustics; Pediatrics","score_opus":0.06465354813346583,"score_gpt":0.377311659965756,"score_spread":0.3126581118322902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809097118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17101176,0.000010718928,0.82366484,0.0003007921,0.0036195272,0.00044857102,0.000028298868,0.0004349483,0.00048056323],"genre_scores_gemma":[0.9860034,0.000047602996,0.012324149,0.0004619449,0.00048678461,0.0003318775,0.000012601586,0.000045902234,0.00028576492],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843717,0.000062571766,0.00042067934,0.00025197517,0.00034617624,0.00048140986],"domain_scores_gemma":[0.9991557,0.0002955574,0.00007157711,0.00020840003,0.0000689954,0.0001997788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033520337,0.00018110014,0.00020169777,0.00029381912,0.0005084619,0.00001804944,0.0001229985,0.00018548784,0.0034418812],"category_scores_gemma":[0.00002288077,0.00017341884,0.00007411586,0.0004578441,0.00008293464,0.0001702784,0.0000034697002,0.0004380333,0.00077114167],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022035801,0.0030000089,0.0005729549,0.003743311,0.002322917,0.00014606246,0.008574923,0.008155649,0.019291561,0.000865215,0.025773995,0.92733306],"study_design_scores_gemma":[0.0038126924,0.00083227473,0.0014010003,0.0020197085,0.0005691472,0.000010946569,0.0010289426,0.9113625,0.00419101,0.0007371293,0.07289401,0.0011406261],"about_ca_topic_score_codex":0.00006761612,"about_ca_topic_score_gemma":0.00001966962,"teacher_disagreement_score":0.9261924,"about_ca_system_score_codex":0.00026819893,"about_ca_system_score_gemma":0.00006489543,"threshold_uncertainty_score":0.9974691},"labels":[],"label_agreement":null},{"id":"W2810921575","doi":"10.1038/s41393-018-0170-3","title":"Risk factors for dysphagia after a spinal cord injury: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Spinal Cord","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; St Joseph's Health Care; Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Medicine; Dysphagia; Spinal cord injury; Risk factor; Pneumonia; Relative risk; Physical therapy; Meta-analysis; Confidence interval; Surgery; Internal medicine; Spinal cord","score_opus":0.23224126770097858,"score_gpt":0.5236408073184783,"score_spread":0.2913995396174997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810921575","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045367487,0.9764986,0.0013705092,0.00012805636,0.00048177427,0.020112742,0.0009172793,0.000115677634,0.00037083012],"genre_scores_gemma":[0.00006253769,0.9678691,0.00093671103,0.0010222028,0.0001704362,0.017345637,0.00023701212,0.00012689058,0.0122294845],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99188805,0.0021461567,0.0030526328,0.0012696155,0.00062570354,0.0010178485],"domain_scores_gemma":[0.99358696,0.00047458895,0.0036025136,0.0015511387,0.00042148703,0.00036328938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003182324,0.0012319745,0.012651571,0.0006838338,0.000676232,0.000082472914,0.0007367432,0.0004901537,0.0019212054],"category_scores_gemma":[0.0005810518,0.0007608159,0.004259898,0.0012947887,0.000118576776,0.00018956367,0.0005553054,0.001004988,0.0005304651],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003623088,0.000038251274,0.000009611037,0.84711653,0.1417576,0.00000588819,0.0000110211895,2.181309e-9,1.4426571e-9,0.00026500964,0.0060656844,0.0043681255],"study_design_scores_gemma":[0.00009076159,0.0024268837,0.00001458517,0.047095366,0.5824239,9.3756773e-7,0.000048500435,8.998202e-7,4.683073e-9,0.00006013483,0.36739305,0.0004449435],"about_ca_topic_score_codex":0.00013144602,"about_ca_topic_score_gemma":0.00012614416,"teacher_disagreement_score":0.8000212,"about_ca_system_score_codex":0.00033883497,"about_ca_system_score_gemma":0.0003529292,"threshold_uncertainty_score":0.9994843},"labels":[],"label_agreement":null},{"id":"W2824158928","doi":"10.1080/09638288.2018.1459880","title":"A scoping review of rehabilitation interventions for survivors of head and neck cancer","year":2018,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Public Health Ontario; Princess Margaret Cancer Centre; McGill University; Krembil Foundation; University of Toronto; University Health Network","funders":"","keywords":"Rehabilitation; Psychological intervention; Medicine; Head and neck cancer; Physical therapy; Modalities; Thematic analysis; Intervention (counseling); Swallowing; Physical medicine and rehabilitation; Nursing; Cancer; Qualitative research; Surgery","score_opus":0.13595714596294317,"score_gpt":0.5469955576147537,"score_spread":0.41103841165181054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2824158928","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016324803,0.9830021,0.00021368627,0.00085896935,0.0004639345,0.013408648,0.00024156099,0.000025520276,0.00015308296],"genre_scores_gemma":[0.00011563037,0.99094313,0.004157003,0.00003315676,0.00007196244,0.004358647,0.00018862664,0.000028742517,0.00010308812],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99531335,0.0013179168,0.0023637959,0.0005483689,0.00021254123,0.0002440476],"domain_scores_gemma":[0.9897965,0.0078117163,0.001349344,0.00046396957,0.0005042325,0.000074192634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037425286,0.0002795544,0.0018958937,0.00013426744,0.00022069825,0.0000058099918,0.000121386714,0.0002510116,0.00012677144],"category_scores_gemma":[0.0036582106,0.00022616096,0.00063078245,0.0003293143,0.00095338677,0.00019035973,0.000143911,0.0002020032,0.0000019532072],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021241583,0.00018299319,0.0044824174,0.8413633,0.000087950975,7.779945e-9,0.00082320283,7.8077456e-8,9.337904e-8,0.0018972183,0.0005118001,0.15062967],"study_design_scores_gemma":[0.00044846506,0.0008251017,0.0040468397,0.92998993,0.0010278545,8.445368e-8,0.0008722289,0.000006410292,5.1779875e-8,0.001279007,0.061309867,0.00019415817],"about_ca_topic_score_codex":0.00038545276,"about_ca_topic_score_gemma":0.0016978743,"teacher_disagreement_score":0.15043552,"about_ca_system_score_codex":0.00017944108,"about_ca_system_score_gemma":0.00028113613,"threshold_uncertainty_score":0.92225766},"labels":[],"label_agreement":null},{"id":"W2885959302","doi":"10.52567/trj.v1i02.39","title":"NEED FOR IMMEDIATE SWALLOWING SCREENING IN POST STROKE PATIENTS","year":2017,"lang":"en","type":"article","venue":"The Rehabilitation Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Stroke (engine); Aspiration pneumonia; Pneumonia; Population; Intensive care medicine; Physical therapy; Health care; Emergency medicine; Pediatrics; Surgery; Internal medicine; Environmental health","score_opus":0.03785786959663084,"score_gpt":0.41204600268624136,"score_spread":0.3741881330896105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885959302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748141,0.000025506719,0.003769009,0.017041933,0.0013984797,0.0011785824,0.000010164031,0.000014841365,0.0017473669],"genre_scores_gemma":[0.9921215,0.000010886314,0.0053282576,0.0003634647,0.00026296254,0.00011165527,0.0000080079635,0.00001575036,0.00177752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985073,0.00032218592,0.0004769261,0.00011143477,0.00024540123,0.00033673507],"domain_scores_gemma":[0.9976936,0.001217448,0.00046968902,0.0002729933,0.00027590062,0.00007035288],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028537754,0.000088058885,0.00014407754,0.00012179278,0.002182672,0.00007530775,0.00033560023,0.000050048657,0.00008889063],"category_scores_gemma":[0.0021108543,0.000060443985,0.00009688494,0.000034270717,0.000046711255,0.000473747,0.00010252085,0.0004108833,0.000026480966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024886348,0.00008347268,0.9523592,0.0000743069,0.000063877495,9.183964e-7,0.008201662,0.00007369375,0.00027212576,0.0022942252,0.0030278421,0.033299837],"study_design_scores_gemma":[0.00306202,0.00019548688,0.9803426,0.00014420175,0.000024906582,1.18331315e-7,0.008737211,0.0004120859,0.0000022764023,0.0019197344,0.0050864606,0.00007289921],"about_ca_topic_score_codex":0.00005162769,"about_ca_topic_score_gemma":0.00007578458,"teacher_disagreement_score":0.033226937,"about_ca_system_score_codex":0.0001015802,"about_ca_system_score_gemma":0.00008859444,"threshold_uncertainty_score":0.99911636},"labels":[],"label_agreement":null},{"id":"W2888044847","doi":"10.1111/nmo.13450","title":"Reduced pharyngeal constriction is associated with impaired swallowing efficiency in Amyotrophic Lateral Sclerosis (ALS)","year":2018,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute of Neurological Disorders and Stroke; University of Toronto; Toronto Rehabilitation Institute","keywords":"Swallowing; Constriction; Pyriform Sinus; Medicine; Amyotrophic lateral sclerosis; Bolus (digestion); Dysphagia; Pharynx; Pharyngeal muscles; Anesthesia; Anatomy; Surgery; Cardiology; Internal medicine; Disease","score_opus":0.04509553333924745,"score_gpt":0.3386476634001714,"score_spread":0.29355213006092395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888044847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323714,0.0000071163704,0.0002535176,0.0030861807,0.0012151072,0.0010426124,0.000023939425,0.00023410616,0.0009002786],"genre_scores_gemma":[0.9924042,0.000016089938,0.0000840562,0.007038291,0.00009749907,0.00011556439,0.000030100018,0.000030667838,0.00018349217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958758,0.0012050471,0.00070611935,0.0007528009,0.0003279973,0.0011322498],"domain_scores_gemma":[0.99874526,0.00013971333,0.00032852468,0.000439463,0.00018657147,0.00016049355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083013513,0.00030259485,0.000489888,0.0002551816,0.0005362962,0.000018571896,0.0002896185,0.00017149597,0.00049051305],"category_scores_gemma":[0.000113797396,0.00027454723,0.0000935125,0.00043773346,0.00031131005,0.0002736748,0.0002245152,0.00077810994,0.00009152532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001785673,0.00044890275,0.99238986,0.000018344412,0.00008695458,0.000029487446,0.0006795064,0.0000062726353,0.0034946927,0.000010634843,0.0023606168,0.00029616768],"study_design_scores_gemma":[0.0040236455,0.0013920023,0.99238706,0.000116299525,0.00007035005,0.0000021606068,0.00011889216,0.0015229197,0.0000989267,0.000023885434,0.00019432779,0.00004954589],"about_ca_topic_score_codex":0.00021276539,"about_ca_topic_score_gemma":0.00056978414,"teacher_disagreement_score":0.0039521107,"about_ca_system_score_codex":0.00032512532,"about_ca_system_score_gemma":0.000100330144,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W2888218898","doi":"10.1016/j.foodhyd.2018.08.014","title":"Corrigendum to \"Challenges to assumptions regarding oral shear rate during oral processing and swallowing based on sensory testing with thickened liquids\" [Food Hydrocolloids 84C (2018) 173-180]","year":2018,"lang":"en","type":"erratum","venue":"Food Hydrocolloids","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Guelph","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Sensory system; Food science; Sensory analysis; Medicine; Dentistry; Chemistry; Psychology; Cognitive psychology","score_opus":0.09978939319696999,"score_gpt":0.3557183976530893,"score_spread":0.2559290044561193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888218898","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27219093,0.0028115886,0.008480278,0.022879245,0.07814119,0.07044697,0.0011474992,0.008294795,0.5356075],"genre_scores_gemma":[0.59519726,0.00016475213,0.019014837,0.006969106,0.006380098,0.009295323,0.00040578315,0.0012719011,0.36130092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891623,0.0012762373,0.0018103258,0.0029156422,0.0017672325,0.0030682376],"domain_scores_gemma":[0.9947937,0.00047627868,0.0010065554,0.0016344936,0.00073611585,0.0013528658],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0029612866,0.0018939353,0.0022107032,0.0019204629,0.0045867073,0.00041775248,0.0010588025,0.0015244915,0.00017387982],"category_scores_gemma":[0.00079250627,0.001761491,0.0002782467,0.0018028034,0.00018852286,0.00067838916,0.0012198569,0.003534231,0.00040066405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008137533,0.0022018524,0.0050753667,0.02867569,0.0045620673,0.0006387055,0.02325272,0.006189731,0.0071542775,0.0011237361,0.9029903,0.009998031],"study_design_scores_gemma":[0.013005941,0.025952192,0.009989158,0.037613064,0.0022348252,0.000026740916,0.010903993,0.015752027,0.00080458523,0.0002971503,0.8763489,0.0070714406],"about_ca_topic_score_codex":0.000113885886,"about_ca_topic_score_gemma":0.0019528738,"teacher_disagreement_score":0.32300636,"about_ca_system_score_codex":0.001645983,"about_ca_system_score_gemma":0.002079206,"threshold_uncertainty_score":0.9997717},"labels":[],"label_agreement":null},{"id":"W2888643432","doi":"10.1007/s40141-018-0197-6","title":"Thickened Liquids for Dysphagia Management: a Current Review of the Measurement of Liquid Flow","year":2018,"lang":"en","type":"review","venue":"Current Physical Medicine and Rehabilitation Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Medicine; Flow (mathematics); Extensional definition; Viscosity; Test (biology); Physical medicine and rehabilitation; Physical therapy; Surgery; Mechanics; Ecology","score_opus":0.10619664721519126,"score_gpt":0.48049296783517526,"score_spread":0.37429632061998397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888643432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018354853,0.98115855,0.00033713673,0.0009867226,0.0049023177,0.011174911,0.000029516945,0.000034300545,0.001358207],"genre_scores_gemma":[0.00005399564,0.99562377,0.00034893636,0.00012852855,0.00079529954,0.0027517988,0.00012914694,0.00004736196,0.000121191144],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.993691,0.00079159864,0.0030343097,0.00074880396,0.0013272449,0.00040700263],"domain_scores_gemma":[0.99248016,0.0013738996,0.003268947,0.0011135071,0.0016127779,0.00015072458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004153737,0.0005208321,0.0025525216,0.00022683614,0.00025497802,0.0000030736073,0.00030922983,0.00013819174,0.000060802467],"category_scores_gemma":[0.0024915398,0.00028461084,0.0008191286,0.0006367164,0.0005654597,0.00008499104,0.00036109448,0.0005525723,0.000004648792],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002518737,0.0002800457,0.0000057709667,0.5472676,0.00025424862,4.7344773e-7,0.0005184052,8.41095e-8,4.4856657e-7,0.0022172711,0.056318562,0.39311185],"study_design_scores_gemma":[0.0003173774,0.00065634993,0.000026549724,0.35368127,0.0029169193,5.7366657e-7,0.00012286645,0.000008673516,3.2980972e-7,0.0008886664,0.6412243,0.0001561144],"about_ca_topic_score_codex":0.000004083035,"about_ca_topic_score_gemma":0.000001434213,"teacher_disagreement_score":0.58490574,"about_ca_system_score_codex":0.00020044744,"about_ca_system_score_gemma":0.00046800342,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W2890265362","doi":"10.1007/s00455-018-9942-3","title":"An Exploratory Study of Hyoid Visibility, Position, and Swallowing-Related Displacement in a Pediatric Population","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Hyoid bone; Swallowing; Medicine; Dysphagia; Displacement (psychology); Orthodontics; Population; Anatomy; Dentistry; Surgery","score_opus":0.024063949468498772,"score_gpt":0.3944539453029814,"score_spread":0.3703899958344826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890265362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960168,0.00005896921,0.00012694712,0.00008922424,0.00058218243,0.0018346593,0.0000038163575,0.000071202965,0.0012161973],"genre_scores_gemma":[0.99918956,0.000020993235,0.00012445997,0.00013106338,0.00010801559,0.00015086752,0.000045868015,0.000021805079,0.00020735922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758554,0.0006135477,0.0007671563,0.00039919102,0.00031190514,0.00032268924],"domain_scores_gemma":[0.9990432,0.00007948764,0.00025210922,0.00039054503,0.00012877339,0.00010585643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012411921,0.00016158065,0.00026485007,0.0002802152,0.0002770473,0.0000119938695,0.00013878151,0.00010476617,0.00028703868],"category_scores_gemma":[0.000034996454,0.00015334356,0.000020322634,0.0004443485,0.00003103801,0.00040989724,0.00016199451,0.00022470277,0.0000555572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009530454,0.0010305961,0.983173,0.000119207856,0.000040319825,0.000005882895,0.013985159,0.00001480207,0.00012190979,0.0007404369,0.0003544011,0.00031895624],"study_design_scores_gemma":[0.0027416684,0.0011313297,0.9861615,0.000034766683,0.00010616775,1.499852e-7,0.008092056,0.0009463474,0.000009203054,0.00058746425,0.000040465195,0.00014890688],"about_ca_topic_score_codex":0.0004192922,"about_ca_topic_score_gemma":0.0018673497,"teacher_disagreement_score":0.005893103,"about_ca_system_score_codex":0.00013973283,"about_ca_system_score_gemma":0.000054908276,"threshold_uncertainty_score":0.6253169},"labels":[],"label_agreement":null},{"id":"W2891634783","doi":"10.1017/s1092852918001037","title":"Dysphagia characteristics in Huntington’s disease patients: insights from the Fiberoptic Endoscopic Evaluation of Swallowing and the Swallowing Disturbances Questionnaire","year":2018,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Disease; Huntington's disease; Physical medicine and rehabilitation; Physical therapy; Audiology; Surgery; Internal medicine","score_opus":0.019860763703016194,"score_gpt":0.33188970068092843,"score_spread":0.31202893697791223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891634783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921202,0.0005677316,0.00013449168,0.0021286074,0.0013457073,0.0015554457,0.000009076063,0.00003407811,0.002104671],"genre_scores_gemma":[0.9984446,0.00009581567,0.000065834785,0.0005770696,0.00038856443,0.00020449806,0.000049131162,0.000018110035,0.00015635515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975035,0.0007988962,0.0005780441,0.00029616238,0.0005278246,0.00029555257],"domain_scores_gemma":[0.9985345,0.00049228215,0.00032807482,0.00040430995,0.00017725206,0.00006355796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010103942,0.00017193466,0.00027343933,0.0000588291,0.0006341366,0.00003669299,0.000256854,0.000057157526,0.0001528746],"category_scores_gemma":[0.00073242746,0.00010072157,0.000049194477,0.00020517613,0.00025919834,0.00027945198,0.00019973822,0.00028341968,0.000038543174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011041465,0.00007955811,0.97888225,0.000071105744,0.00007873444,7.560573e-7,0.0060990276,0.0000023465045,0.00002806129,0.011911788,0.00025899478,0.002476951],"study_design_scores_gemma":[0.0028152943,0.00004032619,0.9858873,0.00065102923,0.00026594618,8.172946e-9,0.0011692868,0.0024833032,0.000018884506,0.0060390616,0.00052652205,0.00010304838],"about_ca_topic_score_codex":0.0005907459,"about_ca_topic_score_gemma":0.0011301133,"teacher_disagreement_score":0.0070050275,"about_ca_system_score_codex":0.00019271481,"about_ca_system_score_gemma":0.00015251155,"threshold_uncertainty_score":0.487733},"labels":[],"label_agreement":null},{"id":"W2895970908","doi":"10.11606/t.17.2018.tde-23032018-121751","title":"Disfagia no acidente vascular cerebral: diagnóstico, preditores e desfechos associados","year":2018,"lang":"es","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01872611404526967,"score_gpt":0.3787496000258514,"score_spread":0.3600234859805817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895970908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30012766,0.0015424967,0.008455753,0.001949466,0.20250712,0.023595825,0.0007357966,0.0029308754,0.45815498],"genre_scores_gemma":[0.25570655,0.005437378,0.0057605156,0.002478552,0.026101857,0.003744916,0.012500486,0.0008701625,0.68739957],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9915389,0.0011803572,0.0018563028,0.0015745376,0.0019381894,0.0019117449],"domain_scores_gemma":[0.9939696,0.0009424611,0.0014472045,0.0015733833,0.0014655519,0.0006017673],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0016371558,0.001290182,0.0014697423,0.0005123917,0.0018177193,0.000316033,0.001296076,0.0019405973,0.02035488],"category_scores_gemma":[0.0013036248,0.0011639474,0.0007445553,0.0005218759,0.00015416011,0.0007612461,0.0006418736,0.001978436,0.024153747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017699311,0.00067753927,0.1393258,0.0041563683,0.0027166556,0.000026712709,0.0035183877,0.000001850862,0.00009638598,0.006345019,0.84086454,0.0020937545],"study_design_scores_gemma":[0.0034476812,0.0006489873,0.5343357,0.0038435373,0.003345031,3.465397e-7,0.011607619,0.00088135985,0.00016868803,0.0012026351,0.43841708,0.002101348],"about_ca_topic_score_codex":0.00262493,"about_ca_topic_score_gemma":0.0013893328,"teacher_disagreement_score":0.40244746,"about_ca_system_score_codex":0.00077886926,"about_ca_system_score_gemma":0.00082811015,"threshold_uncertainty_score":0.999985},"labels":[],"label_agreement":null},{"id":"W2897742916","doi":"10.1161/str.49.suppl_1.tp326","title":"Abstract TP326: Effect of Dysphagia Screening Strategies on Clinical Outcomes After Stroke a Systematic Review for the 2018 AHA/ASA Guidelines for the Early Management of Patients With Acute Ischemic Stroke","year":2018,"lang":"en","type":"review","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Randomized controlled trial; Stroke (engine); Pneumonia; Aspiration pneumonia; Intensive care medicine; Physical therapy; Number needed to treat; MEDLINE; Internal medicine; Relative risk; Surgery; Confidence interval","score_opus":0.12415331238868652,"score_gpt":0.49673153158160555,"score_spread":0.372578219192919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897742916","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002576083,0.9302611,0.004814589,0.00024866362,0.0018123215,0.057193544,0.0039889617,0.000077848956,0.0013453767],"genre_scores_gemma":[0.00047479154,0.9655418,0.0029117293,0.00042236055,0.00032789694,0.019638266,0.0002687673,0.00018476551,0.010229635],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99139845,0.000826109,0.004805577,0.0008452252,0.0011957635,0.0009288731],"domain_scores_gemma":[0.983317,0.008488141,0.0050357883,0.0020791201,0.00095169386,0.0001282609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0064114295,0.0010910555,0.0049964604,0.00018472203,0.00048728133,0.00006348126,0.0015811824,0.00040491705,0.0001131053],"category_scores_gemma":[0.00050089555,0.000468852,0.002092889,0.00021675088,0.00026411816,0.0002158785,0.00046563946,0.0008389147,0.000048240407],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066354417,0.00013466967,0.00174863,0.9185123,0.021975696,0.0000031866903,0.000040747058,0.0000012225833,4.40609e-8,0.00025836958,0.02999903,0.026662556],"study_design_scores_gemma":[0.004521226,0.0027653105,0.0046021547,0.58755785,0.07500929,4.1945714e-7,0.00055194774,0.000017739241,6.3356794e-7,0.0000066639723,0.32421982,0.0007469806],"about_ca_topic_score_codex":0.00003875631,"about_ca_topic_score_gemma":0.000033296816,"teacher_disagreement_score":0.33095446,"about_ca_system_score_codex":0.00012001735,"about_ca_system_score_gemma":0.00028404855,"threshold_uncertainty_score":0.9997763},"labels":[],"label_agreement":null},{"id":"W2898137464","doi":"10.1111/1460-6984.12429","title":"Managing and supporting quality‐of‐life issues in dysphagia: A survey of clinical practice patterns and perspectives in the UK, Ireland and South Africa","year":2018,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Snowball sampling; Dysphagia; Psychology; Medical education; Inclusion (mineral); Nonprobability sampling; Quality of life (healthcare); Medicine; Social psychology; Population","score_opus":0.13785110374436177,"score_gpt":0.5341563502732519,"score_spread":0.39630524652889015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898137464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98456854,0.0042948164,0.0003700438,0.00825116,0.00008228501,0.0002039318,0.000010141604,0.0000026415153,0.0022164441],"genre_scores_gemma":[0.9943399,0.004373986,0.0009568836,0.00024452046,0.000032300817,0.00000504983,0.000006445626,0.000005908301,0.000035031167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965676,0.0018286,0.0010997773,0.00010057342,0.00029677775,0.00010668818],"domain_scores_gemma":[0.99547195,0.0026156872,0.0013308026,0.00018442182,0.00036395306,0.000033165205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075689913,0.00007275555,0.00025344678,0.00018606528,0.00006557047,0.000020661086,0.00034257153,0.00004751,0.000042038504],"category_scores_gemma":[0.003458005,0.00005558346,0.000025446745,0.00010843979,0.00016832736,0.0002365868,0.00023928209,0.000381164,3.9789552e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021262236,0.00012194215,0.8565247,0.000033262877,0.00010405239,0.0000023369896,0.13538225,0.0000015027482,0.0000051817547,0.001395581,0.00007050992,0.006146063],"study_design_scores_gemma":[0.0011464205,0.00006153271,0.75742936,0.00013457959,0.000015280528,0.00000114877,0.24049766,0.000116818635,4.4726144e-7,0.00034139398,0.00021584712,0.000039511087],"about_ca_topic_score_codex":0.004195173,"about_ca_topic_score_gemma":0.00842548,"teacher_disagreement_score":0.10511541,"about_ca_system_score_codex":0.000020296788,"about_ca_system_score_gemma":0.00006456106,"threshold_uncertainty_score":0.63418746},"labels":[],"label_agreement":null},{"id":"W2898527327","doi":"10.1007/s40141-018-0202-0","title":"Enhancing Swallowing-Respiration Coordination","year":2018,"lang":"en","type":"article","venue":"Current Physical Medicine and Rehabilitation Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; McGill University","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Respiratory system; Airway; Respiratory physiology; Head and neck cancer; Physical medicine and rehabilitation; Intensive care medicine; Anesthesia; Cancer; Surgery; Internal medicine","score_opus":0.03998194704174262,"score_gpt":0.44641554966344305,"score_spread":0.4064336026217004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898527327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664438,0.0001571365,0.0067752,0.010715269,0.0038583702,0.0012078981,5.2777096e-7,0.00014415376,0.0106976405],"genre_scores_gemma":[0.9962819,0.000009013326,0.0002962049,0.00044360184,0.0020370528,0.0001532301,0.000028355134,0.000011822923,0.00073879294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831,0.00019957224,0.0005785125,0.00034365998,0.00034261707,0.00022563645],"domain_scores_gemma":[0.99810946,0.00077138044,0.00030852063,0.00022109588,0.00048241706,0.000107142805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000957711,0.00012911242,0.00023472021,0.00013672592,0.00044627258,0.0000068617237,0.00003554609,0.000046786135,0.00013847071],"category_scores_gemma":[0.0018040154,0.000095027855,0.000042358046,0.00023406427,0.0002305471,0.00023989232,0.000056073808,0.00020446182,0.000041878386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015278463,0.0011245025,0.15010607,0.0032564285,0.00016391223,0.000020380667,0.07941444,0.0000059331705,0.044038944,0.1085495,0.27622133,0.33694574],"study_design_scores_gemma":[0.0023613758,0.0035648004,0.28504023,0.0026962222,0.00028997552,0.0000029540702,0.011664509,0.00209239,0.00025879688,0.054082762,0.63740915,0.0005368147],"about_ca_topic_score_codex":0.00003632218,"about_ca_topic_score_gemma":0.000023324097,"teacher_disagreement_score":0.36118782,"about_ca_system_score_codex":0.00007323438,"about_ca_system_score_gemma":0.000060215876,"threshold_uncertainty_score":0.38751233},"labels":[],"label_agreement":null},{"id":"W2899397486","doi":"10.1007/s00455-018-9957-9","title":"Fluid Testing Methods Recommended by IDDSI","year":2018,"lang":"en","type":"letter","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Otorhinolaryngology; Medical physics; Hepatology; Internal medicine; Surgery","score_opus":0.12685475681141378,"score_gpt":0.48680345756175264,"score_spread":0.35994870075033886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899397486","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045565885,0.0007325332,0.010960194,0.60486215,0.014055312,0.002916378,0.00022718334,0.0010921818,0.3651085],"genre_scores_gemma":[0.000018359382,0.000041642452,0.07629598,0.6774817,0.0073942705,0.00069560687,0.0015681636,0.0002331292,0.23627114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922457,0.0025889215,0.0013896612,0.0011815996,0.0006825373,0.0019116173],"domain_scores_gemma":[0.99433905,0.0026369782,0.001008154,0.0013764935,0.00043264072,0.00020668836],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002860638,0.0008352082,0.0010473306,0.0003018319,0.0011875374,0.00007551595,0.001097092,0.0019080241,0.010748564],"category_scores_gemma":[0.0007545268,0.0007761604,0.00019117384,0.00057647855,0.0001109317,0.00023240103,0.0008543557,0.004989304,0.0058519896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011705823,0.000033261284,0.00032418696,0.0007109122,0.0003385775,0.00008668284,0.00022871011,6.945444e-8,0.0002484786,0.00008103567,0.9878517,0.010084691],"study_design_scores_gemma":[0.0008306422,0.00014403308,0.000102731814,0.00028879874,0.0003578088,0.0000026933906,0.00015400915,0.00015016121,0.00008851134,0.001070867,0.99603796,0.00077176373],"about_ca_topic_score_codex":0.0002532621,"about_ca_topic_score_gemma":0.000011227923,"teacher_disagreement_score":0.12883736,"about_ca_system_score_codex":0.00053919875,"about_ca_system_score_gemma":0.00038570786,"threshold_uncertainty_score":0.9994689},"labels":[],"label_agreement":null},{"id":"W2899409940","doi":"10.1111/jtxs.12377","title":"Comparison of two methods to categorize thickened liquids for dysphagia management in a clinical care setting context: The Bostwick consistometer and the IDDSI Flow Test. Are we talking about the same concept?","year":2018,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Intraclass correlation; Dysphagia; Context (archaeology); Reliability (semiconductor); Interchangeability; Mathematics; Pearson product-moment correlation coefficient; Statistics; Medicine; Physical therapy; Psychometrics; Computer science; Surgery; Physics; Thermodynamics","score_opus":0.13313656034156676,"score_gpt":0.5661014152391259,"score_spread":0.4329648548975592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899409940","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19587597,0.24937525,0.07487758,0.42405164,0.019998878,0.02614191,0.00015522382,0.000134832,0.009388696],"genre_scores_gemma":[0.97350967,0.0010305543,0.017137216,0.0067137205,0.0007309489,0.00019898046,0.000001225638,0.00002573055,0.00065193884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949524,0.0019850733,0.0019273736,0.0002646824,0.00041510884,0.00045539657],"domain_scores_gemma":[0.9861273,0.010671191,0.0017587327,0.0003895948,0.0009757317,0.00007740468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008938678,0.0002705226,0.0011267067,0.00012855062,0.0011001361,0.000040409803,0.00055044546,0.00007441899,0.000020175961],"category_scores_gemma":[0.0019443128,0.0001193677,0.00025192948,0.00029319985,0.0009118846,0.00010148621,0.0006682735,0.0009594705,0.000002483315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002439405,0.00029651157,0.15471731,0.0017116921,0.006327261,0.00003289719,0.33888102,0.00011183769,0.00004930852,0.017474664,0.21398193,0.26397616],"study_design_scores_gemma":[0.011509214,0.0012034214,0.05666949,0.002128992,0.0017409442,0.000007935441,0.7674564,0.0009853875,0.00008236951,0.00505969,0.15283382,0.00032229183],"about_ca_topic_score_codex":0.00003362148,"about_ca_topic_score_gemma":0.00082576496,"teacher_disagreement_score":0.7776337,"about_ca_system_score_codex":0.00015067979,"about_ca_system_score_gemma":0.000103752114,"threshold_uncertainty_score":0.8461469},"labels":[],"label_agreement":null},{"id":"W2899577347","doi":"10.1111/ene.13862","title":"Sapienza Global Bedside Evaluation of Swallowing after Stroke: the<scp>GLOBE</scp>‐3S study","year":2018,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Stroke (engine); Acute stroke; Emergency medicine; Emergency department; Surgery","score_opus":0.06592150998261863,"score_gpt":0.4133385258154728,"score_spread":0.34741701583285417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899577347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480524,0.0001551862,0.00045843323,0.001088712,0.0027491301,0.0006739048,0.000004314309,0.000017508732,0.046800435],"genre_scores_gemma":[0.99557346,0.000014979669,0.00012903733,0.002665461,0.0010186217,0.000008566553,7.2019463e-7,0.000026233842,0.00056292483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904058,0.007110119,0.0010424464,0.00021772752,0.00080225366,0.00042165339],"domain_scores_gemma":[0.9973958,0.00037002415,0.00097326125,0.00038034582,0.000770626,0.00010990575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008290762,0.00016984569,0.00031778635,0.00012496237,0.0002741671,0.000015541998,0.00054844207,0.00004093125,0.00034933593],"category_scores_gemma":[0.00067662477,0.00011856926,0.00012124712,0.000209419,0.00012525081,0.00017220763,0.0003669676,0.00060761656,0.00024904739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005511463,0.00084259146,0.9252258,0.000045599518,0.00087130297,0.00070521206,0.010163696,0.00019569369,0.0007037381,0.0005179107,0.043167002,0.017010296],"study_design_scores_gemma":[0.0029886905,0.0033390655,0.94005,0.000028921168,0.0004938546,0.000022247348,0.0023011758,0.0001585168,0.000008833077,0.0001688832,0.050398897,0.000040928895],"about_ca_topic_score_codex":0.000009758816,"about_ca_topic_score_gemma":0.000056162913,"teacher_disagreement_score":0.047521077,"about_ca_system_score_codex":0.00006253294,"about_ca_system_score_gemma":0.00018317053,"threshold_uncertainty_score":0.48351142},"labels":[],"label_agreement":null},{"id":"W2900528275","doi":"","title":"Dysphagia in early stage Huntington’s disease (HD) – Pilot observations from a multimodal imaging study","year":2016,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Huntington's disease; Dysphagia; Stage (stratigraphy); Medicine; Disease; Radiology; Internal medicine; Biology","score_opus":0.1766082938854025,"score_gpt":0.39999986353870665,"score_spread":0.22339156965330415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900528275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99075687,0.000021343323,0.0008803254,0.0056336382,0.00013991153,0.0020842608,0.00003967936,0.00006844839,0.00037550478],"genre_scores_gemma":[0.99731094,0.00007193679,0.0003239368,0.000087176224,0.000071593066,0.000035924917,0.000012355528,0.00002581932,0.0020603056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605423,0.0014926423,0.00034700765,0.0004885403,0.0008654472,0.0007521306],"domain_scores_gemma":[0.9970641,0.00145064,0.00016729745,0.0008027958,0.000295687,0.00021948997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021230623,0.00016864632,0.0002620839,0.00034394767,0.00086385285,0.000022017894,0.0008922429,0.00004053672,0.0007801757],"category_scores_gemma":[0.00024283846,0.00012666224,0.00006542762,0.0004522281,0.0002722797,0.00073136814,0.0011882565,0.00056166184,0.0004939161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042827724,0.0006072311,0.94818884,0.000059848426,0.00008285396,0.000054522032,0.0466481,0.000005492025,0.00035536234,0.0005876136,0.0018676986,0.0011141679],"study_design_scores_gemma":[0.003074879,0.00011683306,0.8868131,0.00023440133,0.000034482317,8.056758e-9,0.10330886,0.00019004484,0.0000080454065,0.0004885064,0.005601208,0.00012963945],"about_ca_topic_score_codex":0.0018401928,"about_ca_topic_score_gemma":0.0006920865,"teacher_disagreement_score":0.06137574,"about_ca_system_score_codex":0.0004447445,"about_ca_system_score_gemma":0.0002604086,"threshold_uncertainty_score":0.8542377},"labels":[],"label_agreement":null},{"id":"W2902521535","doi":"","title":"Relationship between dysphagia severity and gait disturbance in Parkinson's disease","year":2018,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Gait Disturbance; Parkinson's disease; Dysphagia; Physical medicine and rehabilitation; Gait; Disturbance (geology); Medicine; Disease; Psychology; Physical therapy; Internal medicine; Surgery; Biology","score_opus":0.16536813405286896,"score_gpt":0.40739490698068676,"score_spread":0.2420267729278178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902521535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99184,0.00011376049,0.00045133522,0.0048013045,0.000076707554,0.0008387599,0.000011879381,0.000031878983,0.001834346],"genre_scores_gemma":[0.998326,0.00010361943,0.00023645278,0.00006969721,0.000116965435,0.000007918177,0.000013397369,0.000011369096,0.0011145524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975092,0.0010091556,0.0001923996,0.00032062302,0.00046795254,0.0005006987],"domain_scores_gemma":[0.9978754,0.001214627,0.00009555079,0.00044969912,0.00016980288,0.00019491877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019844838,0.000107158834,0.00018437818,0.00019684428,0.0010664045,0.000011393111,0.00042406283,0.00007972579,0.00021074527],"category_scores_gemma":[0.00022891912,0.000096596385,0.00003547282,0.00042502518,0.00069875194,0.00032487247,0.00067987124,0.00065203896,0.00025731418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015915853,0.00004239824,0.96643376,0.00021046308,0.00002058324,0.000014481248,0.02134376,5.017234e-7,0.0000027855067,0.0024601559,0.008551276,0.000760657],"study_design_scores_gemma":[0.00064117013,0.00004601882,0.8876654,0.00012653788,0.000022246877,4.8345882e-8,0.014885897,0.000072042676,0.0000025413876,0.0028986395,0.09355453,0.000084933345],"about_ca_topic_score_codex":0.000064332715,"about_ca_topic_score_gemma":0.000060915052,"teacher_disagreement_score":0.08500325,"about_ca_system_score_codex":0.00020890104,"about_ca_system_score_gemma":0.00014387038,"threshold_uncertainty_score":0.82020295},"labels":[],"label_agreement":null},{"id":"W2903951758","doi":"10.1136/bmjopen-2018-022775","title":"Cost of oropharyngeal dysphagia after stroke: protocol for a systematic review","year":2018,"lang":"en","type":"review","venue":"BMJ Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Autònoma de Barcelona; York University","keywords":"Medicine; Dysphagia; Stroke (engine); Malnutrition; Pneumonia; Intensive care medicine; Aspiration pneumonia; MEDLINE; Health care; Oropharyngeal dysphagia; Rehabilitation; Emergency medicine; Physical therapy; Surgery; Internal medicine","score_opus":0.3597942000311437,"score_gpt":0.6291473814618759,"score_spread":0.26935318143073217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903951758","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.942214e-10,0.3856104,0.00013236124,0.00005117157,0.00021557401,0.6012256,0.00021778775,0.000025270167,0.012521802],"genre_scores_gemma":[2.9653717e-9,0.37214804,0.0009651516,0.0005621216,0.00016717147,0.58672136,0.00009766459,0.00007681154,0.039261676],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924314,0.0020328418,0.0036877028,0.0006419505,0.00053189107,0.00067418837],"domain_scores_gemma":[0.99297726,0.0006901548,0.003979978,0.0017505009,0.00043036122,0.00017175473],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00617567,0.00062108977,0.006081557,0.00014793203,0.00023902088,0.00005340723,0.0019124252,0.00035800255,0.0029424352],"category_scores_gemma":[0.000554371,0.00040126473,0.00064586254,0.0002988951,0.000053854506,0.00024933292,0.0018774002,0.0004371819,0.0014905727],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007036682,0.000073185176,0.0000019187012,0.8040824,0.0006279059,0.000005976086,0.000035586625,2.320291e-9,2.938681e-9,0.00028355568,0.18838613,0.0064330087],"study_design_scores_gemma":[0.00067119295,0.00011428989,5.568136e-7,0.49320486,0.0024010772,0.0000010570794,0.000019857891,0.0000012001072,1.7475488e-8,0.000010947541,0.50336397,0.00021096862],"about_ca_topic_score_codex":0.000029528546,"about_ca_topic_score_gemma":0.000037655976,"teacher_disagreement_score":0.31497782,"about_ca_system_score_codex":0.00031379212,"about_ca_system_score_gemma":0.0018755321,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W2905182023","doi":"10.14740/gr1063w","title":"Influence of Body Height on Oral and Pharyngeal Transit Time of a Liquid Bolus in Healthy Volunteers","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bolus (digestion); Swallowing; Medicine; Tongue; Transit time; Anesthesia; Anatomy; Surgery","score_opus":0.05273800898387382,"score_gpt":0.44862872282418803,"score_spread":0.3958907138403142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905182023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531305,0.000031999232,0.000049628994,0.0023178472,0.000075934644,0.0008807528,0.00001698598,0.000015077329,0.0012987528],"genre_scores_gemma":[0.99807316,0.000065010776,0.00015750778,0.0010389064,0.000043588538,0.00008663306,0.000007072995,0.000015001271,0.0005131307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965096,0.0013074673,0.0005535581,0.00033287,0.0003943224,0.00090216135],"domain_scores_gemma":[0.9989719,0.00020770913,0.000108553824,0.00029544992,0.00027816245,0.00013827125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022721041,0.00012264436,0.0004023616,0.000527123,0.00016476742,0.0000022883723,0.00027677722,0.0001216436,0.00027214954],"category_scores_gemma":[0.00006737387,0.00011134139,0.000031442523,0.00026598116,0.0006249343,0.00010082292,0.00023926383,0.0007016573,0.00010077005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034682117,0.0006048927,0.9439569,0.00046714002,0.000121539924,0.000024408026,0.0031979214,0.000029067596,0.007053369,0.0007658499,0.008841344,0.00025542802],"study_design_scores_gemma":[0.0051922984,0.019468198,0.972037,0.00024009596,0.000017037053,0.0000022009701,0.000607551,0.00081535516,0.00028721557,0.000118594035,0.0011411968,0.00007325642],"about_ca_topic_score_codex":0.00072715944,"about_ca_topic_score_gemma":0.00095037953,"teacher_disagreement_score":0.02948982,"about_ca_system_score_codex":0.000091296955,"about_ca_system_score_gemma":0.00014773721,"threshold_uncertainty_score":0.454037},"labels":[],"label_agreement":null},{"id":"W2905846861","doi":"10.1002/mus.26405","title":"The requirement for a disease‐specific patient‐reported outcome measure of dysphagia in oculopharyngeal muscular dystrophy","year":2018,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Dysphagia; Medicine; Content validity; Physical therapy; Delphi method; Oropharyngeal dysphagia; Patient-reported outcome; Psychometrics; Quality of life (healthcare); Clinical psychology; Surgery; Nursing","score_opus":0.09245342996289124,"score_gpt":0.3788836739797262,"score_spread":0.286430244016835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905846861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97517025,0.001065296,0.002631311,0.0026474579,0.003371878,0.0063057565,0.00006957762,0.00013911513,0.008599331],"genre_scores_gemma":[0.9961337,0.00004154821,0.000540696,0.0003383755,0.00029565618,0.0010739625,0.000046708028,0.00004772622,0.0014816592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964339,0.00036931408,0.0013280654,0.0004709555,0.0006216602,0.0007761098],"domain_scores_gemma":[0.9977104,0.00025203807,0.000582102,0.0008485945,0.00041759817,0.00018924996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013924376,0.00025443998,0.0003990358,0.00013404893,0.000706833,0.000024696676,0.000377858,0.00010182854,0.00021407621],"category_scores_gemma":[0.00015361814,0.00018417757,0.00021085975,0.0003720487,0.00013325381,0.00017147487,0.0002539152,0.00021312182,0.000054734955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004458234,0.00252619,0.5643655,0.002742202,0.0016383694,0.0003150522,0.011782271,0.00006005025,0.0081222365,0.05758142,0.15069713,0.19571136],"study_design_scores_gemma":[0.0042575635,0.0005345106,0.62178457,0.00025445427,0.00018383922,1.9166654e-7,0.0025572022,0.00052690535,0.00009767171,0.0015437308,0.36788884,0.00037055078],"about_ca_topic_score_codex":0.00014833905,"about_ca_topic_score_gemma":0.00021257611,"teacher_disagreement_score":0.2171917,"about_ca_system_score_codex":0.00026829788,"about_ca_system_score_gemma":0.00019582751,"threshold_uncertainty_score":0.7510543},"labels":[],"label_agreement":null},{"id":"W2906208381","doi":"","title":"Re: A possible pathological link among swallowing dysfunction, gastro-esophageal reflex, and sleep apnea in acute exacerbation in copd patients","year":2016,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Swallowing; Pathological; Exacerbation; Dysphagia; COPD; Gastro-; Sleep apnea; Obstructive sleep apnea; Internal medicine; Reflex; Esophagus; Apnea; Gastroenterology; Disease; Surgery; Reflux","score_opus":0.021486972592544062,"score_gpt":0.3563364167551004,"score_spread":0.33484944416255635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906208381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855365,0.0000713328,0.0047695353,0.0046105515,0.0019216589,0.00032048256,0.000008078341,0.000020812051,0.0027410064],"genre_scores_gemma":[0.99702144,0.000115218725,0.0007545008,0.0006241565,0.0002950366,0.000025892248,0.0000113995075,0.000013641759,0.0011387342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977419,0.00028828808,0.0009374451,0.00019134035,0.00056447537,0.00027655825],"domain_scores_gemma":[0.9985981,0.00025278676,0.00057063793,0.00009571002,0.00038648874,0.000096270676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010338412,0.00013618576,0.00024898295,0.0004285097,0.00007906681,0.000030591113,0.0002490676,0.00012699612,0.00024213726],"category_scores_gemma":[0.00020508724,0.00009598556,0.0000580765,0.00013084934,0.00004552784,0.000708425,0.00015780555,0.00041212392,0.000029495268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042865812,0.00013805905,0.9756567,0.000011951708,0.00009546176,0.00020147894,0.0006216922,0.000020008176,0.00019686579,0.00063535717,0.0021219864,0.01987182],"study_design_scores_gemma":[0.0056451582,0.00024645307,0.9903086,0.0004109652,0.000028535493,0.0000036947433,0.0003604585,0.0002730219,0.000021676187,0.001117268,0.0014850601,0.00009914476],"about_ca_topic_score_codex":0.000024769517,"about_ca_topic_score_gemma":0.000136505,"teacher_disagreement_score":0.019772675,"about_ca_system_score_codex":0.00046686348,"about_ca_system_score_gemma":0.00007413799,"threshold_uncertainty_score":0.39141774},"labels":[],"label_agreement":null},{"id":"W2907415686","doi":"10.1007/s00455-018-09974-5","title":"Development of a Non-invasive Device for Swallow Screening in Patients at Risk of Oropharyngeal Dysphagia: Results from a Prospective Exploratory Study","year":2019,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institutes of Health; Teknologian Tutkimuskeskus VTT; University of Glasgow; European Commission; American Heart Association; Nestlé Health Science; Bloorview Research Institute; Nestec; Toronto Rehabilitation Institute; National Institute for Health and Care Research; Sunovion","keywords":"Swallowing; Dysphagia; Medicine; Receiver operating characteristic; Oropharyngeal dysphagia; Prospective cohort study; Aspiration pneumonia; Physical therapy; Surgery; Internal medicine; Pneumonia","score_opus":0.03259700327254874,"score_gpt":0.3421731783802852,"score_spread":0.3095761751077365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907415686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863938,0.00005609694,0.00048834586,0.000019805813,0.0007965282,0.009959784,0.0004093321,0.000049892227,0.0018264069],"genre_scores_gemma":[0.9815308,0.0000136856515,0.015667824,0.00008958033,0.000050198618,0.0011555268,0.00031040164,0.00006635995,0.0011156171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532944,0.00042062343,0.0019500072,0.00085754355,0.0007292357,0.0007131478],"domain_scores_gemma":[0.99588436,0.0010955895,0.0015806978,0.00068224897,0.0006081915,0.00014891548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016106745,0.00040399627,0.0009736718,0.00030363852,0.00032069682,0.000008087728,0.00045179346,0.00020102496,0.00020479759],"category_scores_gemma":[0.00036406578,0.00037702225,0.000110954,0.00048363066,0.000046739617,0.0003403833,0.00066662923,0.0004649998,0.00017908643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003625113,0.0013058892,0.94332737,0.00036361036,0.0009129636,0.0000054298894,0.04730573,0.00005751494,0.00052319694,0.000025887784,0.0008673543,0.0016799547],"study_design_scores_gemma":[0.025184948,0.0008383458,0.95130074,0.00047214195,0.00022944876,1.6664599e-8,0.01878964,0.00026278596,0.0018089247,0.000048414855,0.00071067415,0.00035393197],"about_ca_topic_score_codex":0.00049669563,"about_ca_topic_score_gemma":0.0040112487,"teacher_disagreement_score":0.028516088,"about_ca_system_score_codex":0.00048607416,"about_ca_system_score_gemma":0.0005516887,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W2909404091","doi":"10.1044/2018_ajslp-18-0049","title":"Shorter Sentence Length Maximizes Intelligibility and Speech Motor Performance in Persons With Dysarthria Due to Amyotrophic Lateral Sclerosis","year":2019,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; ALS Society of Canada","keywords":"Dysarthria; Intelligibility (philosophy); Amyotrophic lateral sclerosis; Audiology; Sentence; Psychology; Connected speech; Medicine; Linguistics; Disease","score_opus":0.018085865937773504,"score_gpt":0.31786970016640365,"score_spread":0.29978383422863014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909404091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962672,0.000112340975,0.00037209768,0.0013709174,0.00036870711,0.00070092967,0.000011115961,0.000023657934,0.00077303837],"genre_scores_gemma":[0.9841492,0.00019936118,0.013519002,0.0012845331,0.00013775864,0.000020935044,0.0000027357821,0.00003092018,0.00065554824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976163,0.0004158835,0.0006808725,0.0003827641,0.0002966346,0.0006075769],"domain_scores_gemma":[0.99861556,0.0001737265,0.00050434103,0.00036365318,0.00013785317,0.00020483673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010500492,0.00025152418,0.0007498405,0.00040546487,0.00010282032,0.000019339519,0.00028829844,0.00007610516,0.00036562572],"category_scores_gemma":[0.000055183573,0.00018848701,0.00006511036,0.0003647573,0.00023909657,0.00026405256,0.00018879378,0.0007918398,0.00009259595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001115304,0.00012252992,0.86915845,0.000107333035,0.00008034683,0.0012946121,0.012387761,0.000021507454,0.008217982,0.000033635057,0.0001000503,0.10736048],"study_design_scores_gemma":[0.0019385291,0.003802887,0.9601551,0.00053949957,0.00006797348,0.00054042344,0.031613976,0.00021077113,0.00037255517,0.000023575845,0.00039356961,0.00034108],"about_ca_topic_score_codex":0.00021711567,"about_ca_topic_score_gemma":0.00025307643,"teacher_disagreement_score":0.1070194,"about_ca_system_score_codex":0.00015088738,"about_ca_system_score_gemma":0.000116647694,"threshold_uncertainty_score":0.7686277},"labels":[],"label_agreement":null},{"id":"W2910556801","doi":"10.1002/mus.26408","title":"Provisional best practices guidelines for the evaluation of bulbar dysfunction in amyotrophic lateral sclerosis","year":2019,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; Cytokinetics","keywords":"Amyotrophic lateral sclerosis; Medicine; Clinical Practice; Physical medicine and rehabilitation; Augmentative and alternative communication; Best practice; Swallowing; Set (abstract data type); Frontotemporal dementia; Physical therapy; Disease; Psychology; Dementia; Pathology; Psychiatry; Surgery; Computer science","score_opus":0.36580124661481256,"score_gpt":0.5005017004284044,"score_spread":0.1347004538135918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910556801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774662,0.00026035952,0.0002628087,0.014516618,0.0015094975,0.0036809128,0.00001262048,0.000023582146,0.0022673663],"genre_scores_gemma":[0.9933901,0.000074970325,0.0007323818,0.0011280284,0.00020849331,0.0008615653,0.00004425381,0.000018805878,0.0035414167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980388,0.0003470662,0.00056124065,0.00024277047,0.0005562693,0.0002538275],"domain_scores_gemma":[0.99762094,0.0005186933,0.00064769085,0.00029808164,0.00088741805,0.000027156486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037867606,0.000109574576,0.00016821864,0.00009822274,0.00019681294,0.000015734338,0.00016256946,0.00007613584,0.0006369986],"category_scores_gemma":[0.0006565351,0.00007408744,0.00006509019,0.00018446209,0.000016165332,0.00031934987,0.000100554884,0.00018344507,0.000121140845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012647586,0.0013831735,0.24502225,0.0017924368,0.00049225416,0.000001620054,0.0043599047,0.01468114,0.039556656,0.012206106,0.21336013,0.46587956],"study_design_scores_gemma":[0.0051924144,0.00037061222,0.7597102,0.00049254415,0.0002935066,1.2808738e-7,0.0033607637,0.118144944,0.00006544785,0.00094841747,0.11122885,0.00019219356],"about_ca_topic_score_codex":0.001300463,"about_ca_topic_score_gemma":0.00049750786,"teacher_disagreement_score":0.51468796,"about_ca_system_score_codex":0.00013037107,"about_ca_system_score_gemma":0.00024958333,"threshold_uncertainty_score":0.6974688},"labels":[],"label_agreement":null},{"id":"W2911337093","doi":"10.1161/str.50.suppl_1.tp413","title":"Abstract TP413: Prediction of Dysphagia Using the <i>Alberta Stroke Program Early CT Score</i>","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Swallowing; Logistic regression; Insula; Internal medicine; Middle cerebral artery; Cardiology; Radiology; Ischemia","score_opus":0.04278068361774777,"score_gpt":0.3691410691971131,"score_spread":0.3263603855793653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911337093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89387554,0.0000674263,0.00012822897,0.00025158588,0.0018689207,0.00284908,0.000108483844,0.00011339195,0.10073733],"genre_scores_gemma":[0.96808094,0.000024621571,0.000619045,0.0001775905,0.00021434328,0.0001525754,0.00003415885,0.00003798763,0.030658767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977582,0.0001564634,0.0006292524,0.00033305076,0.0005136397,0.0006093688],"domain_scores_gemma":[0.99842083,0.00026445446,0.00044444535,0.0006447602,0.0001298063,0.00009569156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006513275,0.00021373226,0.00030063305,0.000101102494,0.00035330345,0.00002963065,0.00035602628,0.000096008036,0.0011583662],"category_scores_gemma":[0.00003679434,0.00015326936,0.00013230449,0.00019036749,0.00007931517,0.0002960481,0.00020106893,0.0005895903,0.00032001807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107027576,0.00027213243,0.9716807,0.0005051336,0.00038230282,0.000004261323,0.0010339238,0.00008584566,0.009319381,0.0047044326,0.004870824,0.0070340247],"study_design_scores_gemma":[0.0028234962,0.00055803,0.88335824,0.00042286055,0.00031397064,0.0000016766531,0.0030519394,0.0016778518,0.00095250364,0.00015174063,0.10636693,0.00032076708],"about_ca_topic_score_codex":0.0020632541,"about_ca_topic_score_gemma":0.00029720308,"teacher_disagreement_score":0.10149611,"about_ca_system_score_codex":0.00011767637,"about_ca_system_score_gemma":0.0001932373,"threshold_uncertainty_score":0.9997547},"labels":[],"label_agreement":null},{"id":"W2911538997","doi":"10.1002/mdc3.12732","title":"Relationship Between Respiratory Sensory Perception, Speech, and Swallow in Parkinson's Disease","year":2019,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"National Center for Advancing Translational Sciences","keywords":"Swallowing; Parkinson's disease; Audiology; Sensation; Respiratory system; Psychology; Medicine; Perception; Analysis of variance; Loudness; Physical medicine and rehabilitation; Disease; Internal medicine; Surgery; Neuroscience","score_opus":0.1152027698721771,"score_gpt":0.47592952754936746,"score_spread":0.36072675767719037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911538997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92961925,0.00019079818,0.00030918943,0.02200668,0.0008441809,0.0024528839,0.000012202039,0.00010449273,0.044460323],"genre_scores_gemma":[0.9625247,0.00035024344,0.0013152766,0.026602976,0.00023251792,0.00013340884,0.000035998786,0.00003777959,0.008767084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950361,0.0020833232,0.0012312781,0.00065782265,0.0004934116,0.0004980383],"domain_scores_gemma":[0.990945,0.0076208706,0.0005043648,0.000555937,0.00008651556,0.0002873507],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005031678,0.00022011585,0.00035790776,0.00015816775,0.0003113789,0.000029741985,0.00018426852,0.00021407384,0.000588324],"category_scores_gemma":[0.004070744,0.00021845229,0.00009205166,0.00023494734,0.00008854158,0.00060821895,0.00028099667,0.0012083733,0.0010814072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023297136,0.00033115124,0.97785485,0.0001494974,0.000042426203,0.000008872587,0.00029545196,0.000007153163,0.0000019642368,0.0033621476,0.00736328,0.01035023],"study_design_scores_gemma":[0.0017968484,0.00010219268,0.6588408,0.000046959405,0.00008426797,1.0160556e-8,0.0032485677,0.000047861315,3.237233e-8,0.005539542,0.33012497,0.00016796014],"about_ca_topic_score_codex":0.00017491491,"about_ca_topic_score_gemma":0.00028447973,"teacher_disagreement_score":0.3227617,"about_ca_system_score_codex":0.00015857926,"about_ca_system_score_gemma":0.00018473124,"threshold_uncertainty_score":0.9996964},"labels":[],"label_agreement":null},{"id":"W2911991675","doi":"10.1136/bmjpo-2018-000382","title":"Neuromuscular electrical stimulation for treatment of dysphagia in infants and young children with neurological impairment: a prospective pilot study","year":2019,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Medicine; Swallowing; Dysphagia; Adverse effect; Prospective cohort study; Physical therapy; Pediatrics; Surgery; Internal medicine","score_opus":0.039510491545633124,"score_gpt":0.39713016652543875,"score_spread":0.3576196749798056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911991675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653267,0.00005696227,0.00012813354,0.000090798036,0.00014916601,0.03354478,0.000015672018,0.00002672384,0.00066103577],"genre_scores_gemma":[0.99619293,0.000052866537,0.0007624168,0.00008118642,0.000070787435,0.0024058032,0.000031005755,0.000027017391,0.00037601232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790376,0.00034430675,0.0005329277,0.00051917444,0.0002880059,0.00041179958],"domain_scores_gemma":[0.9988847,0.00031432023,0.000305149,0.00031194134,0.00009928119,0.00008465216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243881,0.00021257698,0.0004963312,0.00019591987,0.00014611993,0.00003226,0.00022985,0.000061823506,0.000040762003],"category_scores_gemma":[0.00007093902,0.00015226434,0.00002986842,0.00046185017,0.000016795926,0.00022256396,0.00026467172,0.00013546142,0.0000116156325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022007618,0.0025092931,0.99311477,0.00003364352,0.00012434664,0.000007820556,0.000677191,0.00007850518,0.000007980102,0.00036295352,0.000102592996,0.0007801651],"study_design_scores_gemma":[0.015699381,0.030111533,0.95156074,0.00000978034,0.00017203782,0.0000011978689,0.00017317766,0.0018962021,0.0000016469334,0.00016673573,0.00004763275,0.0001599102],"about_ca_topic_score_codex":0.0005168796,"about_ca_topic_score_gemma":0.00022971022,"teacher_disagreement_score":0.04155398,"about_ca_system_score_codex":0.0001251572,"about_ca_system_score_gemma":0.00016279974,"threshold_uncertainty_score":0.62091595},"labels":[],"label_agreement":null},{"id":"W2912239126","doi":"10.1044/2018_jslhr-s-18-0229","title":"Modulation of Tongue Pressure According to Liquid Flow Properties in Healthy Swallowing","year":2019,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Tongue; Swallowing; Pharynx; Chemistry; Hydrostatic pressure; Amplitude; Pressure gradient; Materials science; Flow (mathematics); Audiology; Anatomy; Medicine; Surgery; Mechanics; Physics; Optics; Pathology","score_opus":0.11237765146200387,"score_gpt":0.4706629528087481,"score_spread":0.3582853013467442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912239126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944327,0.00072054437,0.00005097836,0.0015767451,0.00021582191,0.00072250457,7.9790743e-7,0.0000071143495,0.0022728038],"genre_scores_gemma":[0.9961171,0.0001217883,0.0014471023,0.00010695411,0.0002305016,0.000009527955,7.509864e-7,0.000014778221,0.0019514536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979822,0.00029038588,0.00055024575,0.0001443776,0.0006171723,0.00041561236],"domain_scores_gemma":[0.99908936,0.00019444963,0.00013757977,0.00016628012,0.0002929057,0.00011943202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004156029,0.000078239675,0.00030225562,0.000607152,0.00014121208,0.00002215159,0.00016644516,0.00008277136,0.00012497512],"category_scores_gemma":[0.00023362115,0.00006084797,0.000037453057,0.00031687727,0.000016338743,0.00028981428,0.00026596765,0.00082052854,0.000018354745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004494964,0.00028806765,0.6116889,0.0050040865,0.00020240618,0.00016851563,0.061893385,0.002392837,0.251778,0.00057667476,0.00093385915,0.060578275],"study_design_scores_gemma":[0.008616357,0.007517927,0.669352,0.012555611,0.00007943364,0.000024438952,0.26400864,0.013427037,0.011743778,0.00031910854,0.0117276935,0.00062795484],"about_ca_topic_score_codex":0.0007400442,"about_ca_topic_score_gemma":0.00012132955,"teacher_disagreement_score":0.24003422,"about_ca_system_score_codex":0.00011323344,"about_ca_system_score_gemma":0.00019063549,"threshold_uncertainty_score":0.35648337},"labels":[],"label_agreement":null},{"id":"W2913362901","doi":"10.3148/cjdpr-2018-045","title":"Prevalence and Characteristics Associated with Modified Texture Food Use in Long Term Care: An Analysis of Making the Most of Mealtimes (M3) Project","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Toronto; University Health Network; Research Institute for Aging; Toronto Rehabilitation Institute; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Texture (cosmology); Term (time); Psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.11170484781062041,"score_gpt":0.4580416135829611,"score_spread":0.3463367657723407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913362901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687576,0.00094376574,0.00002070736,0.00079710834,0.00005302252,0.00074729027,0.0000441699,0.0000013736197,0.00051677215],"genre_scores_gemma":[0.9989412,0.00062334357,0.000072788665,0.00008355739,0.000019325244,0.000008828381,0.000007714777,0.000010844096,0.00023240816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971956,0.0012937357,0.0004779745,0.00015479708,0.0004917398,0.00038615597],"domain_scores_gemma":[0.9961515,0.0017868665,0.0006295723,0.00023713576,0.0010266737,0.00016826199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032435923,0.000095098796,0.0003510819,0.00077617663,0.00024173988,0.000055840537,0.00022315467,0.000095665826,0.000028754297],"category_scores_gemma":[0.0016475521,0.000060762035,0.000029131064,0.0008579267,0.0001699984,0.0004808656,0.00005957654,0.0008699931,2.7125895e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001975526,0.00006111301,0.9845887,0.0007064751,0.0008196055,0.000049230912,0.011695086,0.000016869815,0.000037148307,0.00034218698,0.0000865433,0.0013995103],"study_design_scores_gemma":[0.0006483404,0.0008449453,0.97744197,0.001004632,0.00070340175,0.000002831183,0.018655468,0.0004730339,0.0000037158593,0.0000106875905,0.00014151113,0.00006948008],"about_ca_topic_score_codex":0.003927025,"about_ca_topic_score_gemma":0.037868068,"teacher_disagreement_score":0.03394104,"about_ca_system_score_codex":0.00016276813,"about_ca_system_score_gemma":0.001772886,"threshold_uncertainty_score":0.97968835},"labels":[],"label_agreement":null},{"id":"W2914263494","doi":"10.1111/joor.12775","title":"A new method for tongue rehabilitation with computer games: Pilot study","year":2019,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Tongue; Swallowing; Joystick; Physical medicine and rehabilitation; Rehabilitation; Psychology; Physical therapy; Audiology; Medicine; Simulation; Computer science; Dentistry","score_opus":0.04429914366600003,"score_gpt":0.4598978999774944,"score_spread":0.4155987563114944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914263494","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5898289,0.000018475617,0.39606798,0.007744705,0.0012470491,0.004567589,0.0000022021975,0.000030044508,0.0004930684],"genre_scores_gemma":[0.3578684,0.0000010926624,0.6401832,0.00023087271,0.00020148358,0.00007644365,0.0000035312453,0.000022520431,0.0014124459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973456,0.0007602673,0.0009274327,0.00022929811,0.00047810495,0.00025925023],"domain_scores_gemma":[0.9943118,0.0036955734,0.0007986439,0.0002477692,0.0008266194,0.000119589946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036071371,0.0001550365,0.0004310775,0.00027426225,0.00012897248,0.000023696239,0.00015977872,0.000046622867,0.00021274162],"category_scores_gemma":[0.00045581037,0.00011008742,0.000098543176,0.00025884778,0.000016515925,0.0005699735,0.00004078919,0.00029087588,0.00004229941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009590152,0.0033895406,0.62014973,0.0016530409,0.000759856,0.0000049204123,0.04243406,0.003398289,0.0012539274,0.0146334525,0.18823716,0.11449588],"study_design_scores_gemma":[0.01628196,0.14781667,0.71623695,0.0005955193,0.0003573394,0.0000026230382,0.039674938,0.0026776139,0.000005624918,0.0077054203,0.068322666,0.00032265612],"about_ca_topic_score_codex":0.00012609398,"about_ca_topic_score_gemma":0.00015060886,"teacher_disagreement_score":0.24411522,"about_ca_system_score_codex":0.00029535918,"about_ca_system_score_gemma":0.00035140134,"threshold_uncertainty_score":0.44892347},"labels":[],"label_agreement":null},{"id":"W2916302369","doi":"10.1007/s00455-019-09987-8","title":"Vocal Fold Paralysis/Paresis as a Marker for Poor Swallowing Outcomes After Thoracic Surgery Procedures","year":2019,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Dysphagia; Swallowing; Paresis; Odds ratio; Healthcare Cost and Utilization Project; Surgery; Population; Thoracotomy; Internal medicine; Health care","score_opus":0.029647556538259363,"score_gpt":0.3980386506157538,"score_spread":0.36839109407749443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916302369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674664,0.0004302478,0.0009382428,0.0041281967,0.0029083875,0.0039874124,0.000036154284,0.00034596559,0.019758964],"genre_scores_gemma":[0.88002825,0.000034315148,0.0011885271,0.0065119,0.00017792982,0.0025300868,0.00008152466,0.00008922544,0.109358236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642384,0.0003069579,0.00087321445,0.00069517334,0.00054399174,0.0011568262],"domain_scores_gemma":[0.99714965,0.001526882,0.00030777135,0.000619412,0.00016859264,0.00022771976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014431111,0.00041667014,0.0008034172,0.00029212123,0.00039973826,0.000059765316,0.0003127653,0.00026847323,0.0047565927],"category_scores_gemma":[0.00043148568,0.00033955864,0.00046660058,0.00032669265,0.00003377607,0.00044284886,0.00025276048,0.0003595651,0.0035371997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064707274,0.000134414,0.9243802,0.0012975269,0.00072917715,0.000028660139,0.0005264833,0.0000055324244,0.000063645064,0.001150901,0.068680465,0.0023559632],"study_design_scores_gemma":[0.0014056588,0.000089712914,0.8450232,0.0005036045,0.0006923447,0.0000013736924,0.0022156266,0.0004905902,0.00009125355,0.0013435981,0.14729021,0.00085279025],"about_ca_topic_score_codex":0.00012860866,"about_ca_topic_score_gemma":0.00017007903,"teacher_disagreement_score":0.08959927,"about_ca_system_score_codex":0.00016860137,"about_ca_system_score_gemma":0.00040696622,"threshold_uncertainty_score":0.99990565},"labels":[],"label_agreement":null},{"id":"W2917258926","doi":"10.3389/fneur.2019.00106","title":"Clinical Measures of Bulbar Dysfunction in ALS","year":2019,"lang":"nl","type":"review","venue":"Frontiers in Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Iris O'Brien Foundation; Irish Institute of Clinical Neuroscience; Health Research Board","keywords":"Amyotrophic lateral sclerosis; Medicine; Guideline; Quality of life (healthcare); Multidisciplinary approach; Medical physics; Intensive care medicine; Disease; Pathology","score_opus":0.16136274916792837,"score_gpt":0.4554387045386646,"score_spread":0.2940759553707362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917258926","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001990759,0.8886751,0.002729668,0.0022571273,0.079826295,0.009056811,0.000057373458,0.000058711543,0.015348132],"genre_scores_gemma":[0.0012236666,0.9881661,0.0007893233,0.0022863708,0.00046997605,0.00031593017,0.00010219879,0.00010234492,0.0065440736],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9839521,0.008922781,0.0042437264,0.001274766,0.00047097512,0.0011356747],"domain_scores_gemma":[0.99526983,0.001333639,0.0019985011,0.0011316419,0.000115779905,0.00015058827],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005771837,0.0006469754,0.0045817154,0.001379438,0.00008244427,0.000008269593,0.0008545468,0.0022558803,0.0005843263],"category_scores_gemma":[0.0007864817,0.00061237667,0.00056323485,0.0008125275,0.00027274826,0.00013390662,0.0005729082,0.004168226,0.00075720384],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051500933,0.0005860632,0.3899833,0.01562713,0.00034612723,0.00009415076,0.00014568075,0.000035955552,2.2232767e-7,0.00059510174,0.24711205,0.34495923],"study_design_scores_gemma":[0.00276695,0.00090914726,0.041079033,0.002506793,0.00060097274,0.0000019552945,0.00015047648,0.00021041952,5.812433e-8,0.00044534495,0.9509637,0.0003652029],"about_ca_topic_score_codex":0.00018937273,"about_ca_topic_score_gemma":0.0001795363,"teacher_disagreement_score":0.7038516,"about_ca_system_score_codex":0.0002107734,"about_ca_system_score_gemma":0.000931244,"threshold_uncertainty_score":0.9996328},"labels":[],"label_agreement":null},{"id":"W2921258524","doi":"10.29390/cjrt-2018-014","title":"Considerations for chest clearance and cough augmentation in severe bulbar dysfunction: a case study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Chest physiotherapy; Airway; Intensive care medicine; Exsufflation; Swallowing; Anesthesia; Pulmonologist; Insufflation; Surgery","score_opus":0.1251353781350691,"score_gpt":0.41791881282614507,"score_spread":0.292783434691076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921258524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99584913,0.00043954852,0.00021019253,0.000898795,0.0008038578,0.0012029803,0.000009027153,0.00000589976,0.0005805503],"genre_scores_gemma":[0.99504083,0.000022396802,0.0003419139,0.003911916,0.00033152974,0.0000686178,5.306698e-7,0.000015235267,0.00026702604],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882746,0.00026211594,0.0004482914,0.00012561548,0.00009829222,0.00023821666],"domain_scores_gemma":[0.9988874,0.00018822274,0.00024093823,0.00011915006,0.00033480034,0.0002294739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010090854,0.00009633732,0.00017877608,0.00025472615,0.0007130802,0.00003379235,0.00005348978,0.00006005435,0.00041528692],"category_scores_gemma":[0.00007424496,0.00008852849,0.000026853433,0.00013105433,0.0000707349,0.00023565971,0.0000054231323,0.00021020549,0.000007077437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009950793,0.00032262632,0.74504787,0.00015524244,0.0005496332,0.0042661447,0.09253341,0.00006999022,0.0003526317,0.0037383144,0.11267073,0.039298363],"study_design_scores_gemma":[0.025290051,0.0065865396,0.2829999,0.00024075255,0.00010197048,0.0004041716,0.13657674,0.00009696205,0.000053899523,0.0028677124,0.5443098,0.00047152006],"about_ca_topic_score_codex":0.0021567985,"about_ca_topic_score_gemma":0.18728887,"teacher_disagreement_score":0.46204793,"about_ca_system_score_codex":0.00021450876,"about_ca_system_score_gemma":0.0012382285,"threshold_uncertainty_score":0.827541},"labels":[],"label_agreement":null},{"id":"W2922281909","doi":"10.1007/s00455-019-09996-7","title":"Trends in Reporting of Swallowing Outcomes in Oropharyngeal Cancer Studies: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Swallowing; Medicine; Dysphagia; MEDLINE; Oropharyngeal dysphagia; Otorhinolaryngology; Population; Head and neck cancer; Physical therapy; Cancer; Intensive care medicine; Surgery; Internal medicine","score_opus":0.28318376939927475,"score_gpt":0.5782693916326642,"score_spread":0.29508562223338947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922281909","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017604107,0.98625,0.0000020953469,0.00013863522,0.0019784318,0.0075298054,0.000025277812,0.00004564212,0.0040125162],"genre_scores_gemma":[0.00004522117,0.9762152,0.00007050363,0.000458859,0.0000524455,0.004986722,0.00007556061,0.00009519953,0.018000305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9853855,0.0016544746,0.010748973,0.00074872724,0.00061161944,0.00085070083],"domain_scores_gemma":[0.98697555,0.0013163707,0.01042317,0.0010515117,0.00015034978,0.00008302944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0065415497,0.00071778236,0.013288821,0.0010721746,0.000088519184,0.000007683831,0.0005870032,0.00035760002,0.00048474385],"category_scores_gemma":[0.002156042,0.0004978439,0.00079945446,0.0016126167,0.000031741933,0.00018168786,0.0005136896,0.0012571524,0.00017036755],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019062004,0.00006859169,0.0024936919,0.96603566,0.00109101,0.000122018784,0.0005311569,6.476741e-7,3.1780583e-8,0.00013454277,0.0019303836,0.027590359],"study_design_scores_gemma":[0.0005149206,0.000027649834,0.00034354746,0.94646907,0.004766054,0.0000014143002,0.00068905717,0.000005452325,1.8706206e-8,0.000007784366,0.046771046,0.000403981],"about_ca_topic_score_codex":0.00046094903,"about_ca_topic_score_gemma":0.00056812726,"teacher_disagreement_score":0.04484066,"about_ca_system_score_codex":0.0013378246,"about_ca_system_score_gemma":0.00067149405,"threshold_uncertainty_score":0.99974734},"labels":[],"label_agreement":null},{"id":"W2923100995","doi":"","title":"Is the Dysphagia Severity Rating Scale (DSRS) an effective tool to measure swallowing dysfunction? A retrospective and prospective validation study","year":2018,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Rating scale; Retrospective cohort study; Prospective cohort study; Measure (data warehouse); Glasgow Coma Scale; Intensive care medicine; Internal medicine; Surgery","score_opus":0.08195122593366895,"score_gpt":0.3973253130251902,"score_spread":0.31537408709152126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923100995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98757046,0.000011011518,0.0021216685,0.0021060328,0.0001973975,0.0066675046,0.000006488623,0.000068735724,0.0012506978],"genre_scores_gemma":[0.99871826,0.000012599214,0.00033572558,0.00016675415,0.00020210745,0.000094219344,0.0000035214728,0.000022005024,0.00044477708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951585,0.0023731638,0.00023930692,0.00062494446,0.0010432872,0.0005607804],"domain_scores_gemma":[0.9972858,0.00056241197,0.00014677297,0.0006907113,0.001174905,0.00013941771],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0057220333,0.00019117873,0.00028272954,0.00019654108,0.0036444024,0.00005754636,0.000518931,0.00009423094,0.00024621992],"category_scores_gemma":[0.00028872731,0.00014123556,0.00006143412,0.00075453345,0.00040203723,0.0007246104,0.00093731494,0.0008326921,0.00019146888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006837456,0.00029841185,0.56175697,0.00008734165,0.00031372556,0.000006275408,0.42985746,0.000004194332,0.00056431274,0.0003441082,0.0028172294,0.0032662624],"study_design_scores_gemma":[0.0012364849,0.0010967263,0.7298092,0.00010089245,0.0000865282,3.2680816e-7,0.26555964,0.0002479005,0.00032991802,0.00056047173,0.0008447766,0.0001271016],"about_ca_topic_score_codex":0.00021277151,"about_ca_topic_score_gemma":0.000214562,"teacher_disagreement_score":0.16805229,"about_ca_system_score_codex":0.0006735364,"about_ca_system_score_gemma":0.00012201874,"threshold_uncertainty_score":0.9976527},"labels":[],"label_agreement":null},{"id":"W2934497563","doi":"10.1007/s00455-019-10005-0","title":"What Are We Really Measuring? A Content Comparison of Swallowing Outcome Measures for Head and Neck Cancer Based on the International Classification of Functioning, Disability and Health (ICF)","year":2019,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"International Classification of Functioning, Disability and Health; Swallowing; Dysphagia; Medicine; Otorhinolaryngology; Head and neck cancer; Audit; Physical therapy; MEDLINE; Physical medicine and rehabilitation; Medical physics; Cancer; Rehabilitation; Surgery; Internal medicine","score_opus":0.3222435061986224,"score_gpt":0.46286896101725444,"score_spread":0.14062545481863203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934497563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478306,0.0007069652,0.0015618809,0.044634834,0.0019506027,0.002631978,0.000036507285,0.000033955042,0.00061265647],"genre_scores_gemma":[0.9974767,0.00017567257,0.00024086986,0.001133174,0.000046346908,0.0002964711,0.000021782344,0.000015441912,0.0005935409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813825,0.00019450598,0.00072107575,0.00029929867,0.00041963445,0.00022726312],"domain_scores_gemma":[0.99820614,0.0004759497,0.0007052628,0.00029946186,0.00024345926,0.00006974745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628107,0.00014281258,0.00039828458,0.00005673599,0.00023724657,0.000028297878,0.00015090591,0.00006974163,0.00010330049],"category_scores_gemma":[0.00011117353,0.00010279224,0.000061842475,0.000075837,0.000079790276,0.00018672117,0.000070434195,0.00021327846,0.0000024443555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025577575,0.00016148362,0.9882556,0.00073447905,0.000105834486,4.0419472e-8,0.0009708398,0.00009798879,0.00025501434,0.0032871377,0.0017857223,0.0040900568],"study_design_scores_gemma":[0.0017727285,0.00020964045,0.971355,0.0009249661,0.000044460532,3.6707007e-8,0.007087419,0.013269374,0.00006825864,0.00009887763,0.005078449,0.000090745176],"about_ca_topic_score_codex":0.0005766139,"about_ca_topic_score_gemma":0.0015772519,"teacher_disagreement_score":0.04964608,"about_ca_system_score_codex":0.00025514077,"about_ca_system_score_gemma":0.00012144746,"threshold_uncertainty_score":0.41917458},"labels":[],"label_agreement":null},{"id":"W2940957087","doi":"10.3148/cjdpr-2019-004","title":"The Relationship between Texture-Modified Diets, Mealtime Duration, and Dysphagia Risk in Long-Term Care","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Institute for Aging; Université de Moncton; Toronto Rehabilitation Institute; University of Waterloo; University of Toronto","funders":"Research Institute for Aging, University of Waterloo; Canadian Institutes of Health Research; University of Waterloo","keywords":"Dysphagia; Medicine; Swallowing; Choking; Meal; Physical therapy; Dentistry; Internal medicine; Surgery","score_opus":0.10266787921779869,"score_gpt":0.47700178014866723,"score_spread":0.37433390093086855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940957087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467217,0.011571782,0.00006026429,0.027087761,0.00046354046,0.0012871529,0.000012387463,0.0000048855527,0.012790573],"genre_scores_gemma":[0.99531454,0.0020280753,0.00009341609,0.00012913217,0.0001671164,0.000016167856,0.00000641021,0.000014730395,0.0022304053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625564,0.0018867895,0.00062229263,0.00017554835,0.0004663465,0.00059336814],"domain_scores_gemma":[0.99015087,0.008048187,0.0003986225,0.00024083645,0.0006560017,0.00050548086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0068686954,0.00010468989,0.00020290527,0.0003833945,0.0015703334,0.00013689794,0.0002326378,0.00014482533,0.0000530718],"category_scores_gemma":[0.0054757544,0.000072656134,0.000026872172,0.0003295293,0.00016418993,0.0004913211,0.00007481036,0.002128823,0.000048760765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006785508,0.000008341594,0.9848474,0.00018268618,0.000071799135,0.000048237096,0.0044497033,0.0000019452436,0.0000022713066,0.002419795,0.0021056624,0.005794303],"study_design_scores_gemma":[0.0009751868,0.0002201315,0.96813077,0.0002754137,0.000072567724,0.0000052118494,0.014124392,0.00001592335,8.4389825e-7,0.00094505335,0.015155684,0.000078847435],"about_ca_topic_score_codex":0.004277204,"about_ca_topic_score_gemma":0.028607693,"teacher_disagreement_score":0.04859289,"about_ca_system_score_codex":0.00029678768,"about_ca_system_score_gemma":0.0017304017,"threshold_uncertainty_score":0.9997295},"labels":[],"label_agreement":null},{"id":"W2941467565","doi":"10.1044/2019_jslhr-s-18-0448","title":"Reference Values for Healthy Swallowing Across the Range From Thin to Extremely Thick Liquids","year":2019,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Dysphagia; Bolus (digestion); Epiglottis; Medicine; Larynx; Pharynx; Anatomy; Surgery; Anesthesia","score_opus":0.19841204857543343,"score_gpt":0.5360563028047425,"score_spread":0.33764425422930905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941467565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98096025,0.0016755117,0.0002242003,0.01224721,0.00046380368,0.001256173,0.000011709837,0.000017736334,0.0031434007],"genre_scores_gemma":[0.9808933,0.00042989472,0.003791613,0.0017424268,0.0010425199,0.000042985317,0.0000042031465,0.000029559582,0.012023477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718785,0.0004615452,0.0005370876,0.00023300371,0.0008334991,0.00074703194],"domain_scores_gemma":[0.9970289,0.0018059133,0.00015898448,0.00033716566,0.00045465588,0.00021437797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009702977,0.00011860852,0.0003244725,0.00016441994,0.00088433624,0.000109631794,0.000451083,0.00012541804,0.000319035],"category_scores_gemma":[0.0004496311,0.000074612515,0.00007431759,0.00022757075,0.00004210237,0.00023773209,0.00045554133,0.0014757052,0.000118805816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076304246,0.00038989296,0.38797218,0.0025492266,0.000791381,0.0003397409,0.3346767,0.00004641422,0.03835519,0.0069085453,0.088862784,0.13147752],"study_design_scores_gemma":[0.0083070835,0.004014379,0.43596622,0.0033833208,0.000104079256,0.0000150211645,0.3588392,0.0006463025,0.0012468203,0.0061230664,0.18076251,0.0005919593],"about_ca_topic_score_codex":0.0015955186,"about_ca_topic_score_gemma":0.00041194784,"teacher_disagreement_score":0.13088556,"about_ca_system_score_codex":0.00015890536,"about_ca_system_score_gemma":0.00023987133,"threshold_uncertainty_score":0.68016887},"labels":[],"label_agreement":null},{"id":"W2942246025","doi":"10.1177/2164956119844151","title":"Application of Manual Therapy for Dysphagia in Head and Neck Cancer Patients: A Preliminary National Survey of Treatment Trends and Adverse Events","year":2019,"lang":"en","type":"article","venue":"Global Advances in Health and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Dysphagia; Medicine; Asha; Adverse effect; Population; Radiation therapy; Head and neck cancer; Family medicine; Physical therapy; Internal medicine; Surgery; Environmental health","score_opus":0.0367300246567695,"score_gpt":0.4740637453576337,"score_spread":0.4373337207008642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942246025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983129,0.012880506,0.00007977025,0.00088916655,0.00023638476,0.002045789,0.0002050612,0.000005103445,0.0005291699],"genre_scores_gemma":[0.97807884,0.020447116,0.00026742762,0.0004993916,0.000021881511,0.0003591767,0.00018912504,0.000004532147,0.0001324887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876344,0.00012305564,0.0005265515,0.0002190458,0.00015404541,0.0002138833],"domain_scores_gemma":[0.99923044,0.00020039243,0.00030502156,0.00006942039,0.00009977312,0.000094933144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051297597,0.00010592617,0.00034551733,0.00010138336,0.000045258283,2.6783843e-7,0.00003614991,0.000045148467,0.000014719961],"category_scores_gemma":[0.000042429056,0.000079221805,0.0000083179375,0.00020539462,0.000048990885,0.000108718275,0.000026056547,0.000051714247,2.0163273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012204539,0.00015301074,0.8521567,0.00069290627,0.0000111528025,5.1870778e-8,0.00048378605,0.000019153795,9.380157e-7,0.00079446676,0.00008141048,0.14438598],"study_design_scores_gemma":[0.009749007,0.003360684,0.9777475,0.00041606478,0.0000050983435,9.1917435e-8,0.0004322589,0.0005134082,4.2699716e-7,0.0006156675,0.007107767,0.00005200143],"about_ca_topic_score_codex":0.005614232,"about_ca_topic_score_gemma":0.004407577,"teacher_disagreement_score":0.14433397,"about_ca_system_score_codex":0.0002595252,"about_ca_system_score_gemma":0.00017805492,"threshold_uncertainty_score":0.8487077},"labels":[],"label_agreement":null},{"id":"W2945202799","doi":"10.1007/s00455-019-10021-0","title":"Dysphagia and Associated Pneumonia in Stroke Patients from Brazil: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Pneumonia; Incidence (geometry); Intensive care medicine; Population; Physical therapy; Systematic review; MEDLINE; Emergency medicine; Internal medicine; Surgery; Environmental health","score_opus":0.05288913487579873,"score_gpt":0.42833217894503317,"score_spread":0.37544304406923446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945202799","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051694176,0.97253835,0.0000075232037,0.00008561538,0.0021036798,0.019257212,0.00083044416,0.00019417658,0.0049312743],"genre_scores_gemma":[0.00004806626,0.97586995,0.00006096942,0.0017406759,0.00008198019,0.0029574123,0.002329656,0.00021442847,0.016696831],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98914456,0.0033933464,0.0038619165,0.001314643,0.00097078254,0.0013147242],"domain_scores_gemma":[0.9929041,0.0020311966,0.0030967451,0.0014250042,0.00022805616,0.00031484396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021965245,0.001211569,0.0075971233,0.00049309945,0.0003052021,0.00006815076,0.00093851384,0.0010350436,0.0008899172],"category_scores_gemma":[0.0011270776,0.00096751685,0.00051284465,0.0008208351,0.000058146383,0.0003300165,0.0008743358,0.0021770266,0.0038682246],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004901715,0.0002023962,0.0021844832,0.96763176,0.0013988384,0.000034371842,0.00016172412,4.410443e-8,4.795649e-8,0.00016555391,0.011407234,0.016808655],"study_design_scores_gemma":[0.0012919146,0.00007141303,0.0015614954,0.68135786,0.008351739,5.7611254e-7,0.000055611035,0.000012273513,8.74939e-9,0.000032284395,0.30651298,0.0007518132],"about_ca_topic_score_codex":0.00031399197,"about_ca_topic_score_gemma":0.00031352162,"teacher_disagreement_score":0.29510576,"about_ca_system_score_codex":0.0011293134,"about_ca_system_score_gemma":0.00061736815,"threshold_uncertainty_score":0.99927753},"labels":[],"label_agreement":null},{"id":"W2946753800","doi":"10.1109/ner.2019.8717139","title":"An Intraoral Closed-Loop Monitoring and Stimulation System for Treatment of Swallowing Problems","year":2019,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Toronto Rehabilitation Institute","keywords":"Swallowing; Stimulation; Dysphagia; Tongue; Excursion; Audiology; Medicine; Dentistry; Surgery; Internal medicine","score_opus":0.060650679456589446,"score_gpt":0.41832279890525265,"score_spread":0.3576721194486632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946753800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98887384,0.00004335581,0.002818263,0.000059984937,0.0007476321,0.0028721495,0.000002942291,0.00009400637,0.004487828],"genre_scores_gemma":[0.9923907,0.000014072467,0.0032059893,0.0000070045103,0.00011724941,0.00023034775,0.000017452534,0.000014856098,0.004002356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991458,0.00006275043,0.0002985341,0.00017760562,0.00010264399,0.00021266114],"domain_scores_gemma":[0.9994997,0.00010856788,0.00011050233,0.00016800556,0.000059894202,0.000053329382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023172009,0.00009586091,0.00020777507,0.00006107442,0.00013409407,0.000009462757,0.00004481892,0.00006079612,0.000037659967],"category_scores_gemma":[0.0000026581392,0.000073474424,0.000029014263,0.00004767651,0.000005590441,0.00018876612,0.000019933354,0.000027360315,0.000014438253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009931992,0.00019829419,0.94772196,0.0021939857,0.00014359616,5.4552805e-7,0.0027547746,0.00076467433,0.012521991,0.015913444,0.00006089816,0.0176265],"study_design_scores_gemma":[0.028134318,0.00843929,0.70818037,0.0023388674,0.00076334924,6.8403267e-7,0.065399535,0.16007385,0.012581724,0.0007935526,0.012254979,0.0010394962],"about_ca_topic_score_codex":0.00019187284,"about_ca_topic_score_gemma":0.000013045809,"teacher_disagreement_score":0.23954162,"about_ca_system_score_codex":0.00016406005,"about_ca_system_score_gemma":0.0000334333,"threshold_uncertainty_score":0.29962},"labels":[],"label_agreement":null},{"id":"W2948017234","doi":"10.1016/j.jvs.2019.04.430","title":"VH04. Translocation of Aberrant Right Subclavian Artery Through a Right Supraclavicular Incision for the Treatment of Dysphagia Lusoria","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Subclavian artery; Dysphagia; Surgery; Radiology","score_opus":0.03320141714901914,"score_gpt":0.3605661168015672,"score_spread":0.32736469965254805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948017234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96093476,0.0068203593,0.023645394,0.0016770492,0.0039831116,0.0024977277,0.00001924696,0.000016859602,0.00040552026],"genre_scores_gemma":[0.9900878,0.007353909,0.0012481711,0.0001750437,0.00034802707,0.000085287924,0.000027276274,0.000042802254,0.00063168927],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623007,0.00051917875,0.001840204,0.00022168137,0.00077903015,0.00040981424],"domain_scores_gemma":[0.9949701,0.00204258,0.001662698,0.0006133915,0.00062125904,0.00008999947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028454012,0.00025754076,0.0010324923,0.0002545329,0.00023462136,0.000012088217,0.00026848627,0.00018506986,0.00064383814],"category_scores_gemma":[0.000064676904,0.0001495174,0.0011136493,0.00032063414,0.000059461418,0.0004104706,0.000023124961,0.00024103814,0.000024713494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011514613,0.02114285,0.4245869,0.011939008,0.04757582,0.0006181324,0.069648,0.004279641,0.076869704,0.03103019,0.14300698,0.15778819],"study_design_scores_gemma":[0.013872551,0.002494924,0.14496866,0.002646276,0.004105838,0.000032175194,0.0048458516,0.0020204484,0.020427601,0.0043637604,0.7994006,0.00082127133],"about_ca_topic_score_codex":0.00011295509,"about_ca_topic_score_gemma":0.000051453346,"teacher_disagreement_score":0.65639365,"about_ca_system_score_codex":0.0002176787,"about_ca_system_score_gemma":0.00042676696,"threshold_uncertainty_score":0.7049576},"labels":[],"label_agreement":null},{"id":"W2950141340","doi":"","title":"Dietetic practice by Australian and Canadian dietitians with people with Parkinson's disease","year":2013,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malnutrition; Weight loss; Overweight; Dysphagia; Guideline; Weight management; Best practice; Family medicine; Disease; Medical nutrition therapy; Clinical nutrition; Constipation; Obesity; Pediatrics; Gerontology; Intensive care medicine; Internal medicine; Surgery; Pathology","score_opus":0.009478380741047196,"score_gpt":0.2637668677258297,"score_spread":0.2542884869847825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950141340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90221304,0.000042153755,0.0003210102,0.07290352,0.000034466888,0.0011888853,0.000046188812,0.00015442609,0.023096306],"genre_scores_gemma":[0.9855562,0.00015456873,0.0029341136,0.0002315136,0.0000059844483,0.000008766648,0.000019503937,0.000013136312,0.011076225],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896014,0.000062317915,0.00010603458,0.00030952538,0.000141331,0.00042068324],"domain_scores_gemma":[0.9990153,0.000055066535,0.00014535061,0.00034284472,0.00013967982,0.00030178076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011066377,0.0001439371,0.00020336948,0.00023093111,0.00043801745,0.000009213534,0.0002261643,0.00014102914,0.0006040019],"category_scores_gemma":[0.000028216333,0.00012501678,0.000016093514,0.00025549415,0.00022837245,0.00022721005,0.00013404647,0.0003428523,0.00010657735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001285263,0.000091229056,0.9439677,0.00014706234,0.0001873889,0.00008369192,0.0004641577,0.0000020178434,0.000020909776,0.00278132,0.050666254,0.0014597572],"study_design_scores_gemma":[0.0010386123,0.00016176981,0.4233955,0.00013099042,0.00017367926,0.0000016039056,0.012340257,0.000015073332,0.000008121816,0.0001590895,0.56239647,0.0001788375],"about_ca_topic_score_codex":0.08498333,"about_ca_topic_score_gemma":0.110473126,"teacher_disagreement_score":0.5205722,"about_ca_system_score_codex":0.000114230854,"about_ca_system_score_gemma":0.00022329137,"threshold_uncertainty_score":0.92110986},"labels":[],"label_agreement":null},{"id":"W2950262015","doi":"10.1007/s10439-019-02308-y","title":"Experimental and Computational Investigation of the IDDSI Flow Test of Liquids Used in Dysphagia Management","year":2019,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; Danone; Heart and Stroke Foundation of Canada","keywords":"Rheology; Rheometry; Dysphagia; Flow (mathematics); Shear thinning; Viscosity; Materials science; Newtonian fluid; Mechanics; Simulation; Computer science; Composite material; Medicine; Surgery; Physics","score_opus":0.033885710625462674,"score_gpt":0.35628437920748046,"score_spread":0.32239866858201777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950262015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963913,0.00011653174,0.0015530075,0.00076405593,0.0002439929,0.00050221983,0.000010519479,0.000012590888,0.0004057723],"genre_scores_gemma":[0.9973248,0.000013313509,0.0023468456,0.00013792087,0.00001476341,0.000022071537,0.00001407384,0.000008331526,0.0001178703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989015,0.00004135124,0.00045920757,0.0001121026,0.0003266563,0.00015920047],"domain_scores_gemma":[0.99941576,0.0002322746,0.0001370147,0.00012272237,0.000038843045,0.000053384734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046096116,0.00007984875,0.00019230378,0.00014906033,0.000020193418,0.0000014662056,0.000118305914,0.000059675454,0.00008645691],"category_scores_gemma":[0.00003991764,0.00006342636,0.000032019827,0.00026416552,0.00007109693,0.00006443639,0.00016481201,0.00011417385,0.0000030036915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001585082,0.001184421,0.5821249,0.011963854,0.0007772801,0.000010378788,0.011973019,0.02730181,0.29198566,0.06020739,0.007040515,0.0052722692],"study_design_scores_gemma":[0.0025143102,0.00034924893,0.8012197,0.001611849,0.000028176068,3.4871843e-7,0.0016324336,0.169281,0.021419702,0.00046966353,0.0012790646,0.00019448693],"about_ca_topic_score_codex":0.000022123106,"about_ca_topic_score_gemma":7.9485187e-7,"teacher_disagreement_score":0.27056596,"about_ca_system_score_codex":0.000016516486,"about_ca_system_score_gemma":0.000032575237,"threshold_uncertainty_score":0.2586452},"labels":[],"label_agreement":null},{"id":"W2950274020","doi":"10.1097/pq9.0000000000000123","title":"Standardization of Radiologic Procedures for Pediatric Videofluoroscopic Swallow Studies: A Service-based Quality Improvement Initiative","year":2018,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living Society of British Columbia","funders":"","keywords":"Medicine; Standardization; Medical physics; Quality management; Radiological weapon; Quality assurance; Psychological intervention; Protocol (science); Swallowing; Service (business); Radiology; Computer science; Nursing; Pathology","score_opus":0.14684966085702766,"score_gpt":0.4810021867045355,"score_spread":0.3341525258475078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950274020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82607937,0.0020149534,0.15670922,0.0052120104,0.0014403245,0.006227447,0.00067398767,0.00021842723,0.0014242538],"genre_scores_gemma":[0.9873114,0.0028319724,0.003604934,0.0038517078,0.0013645021,0.00067290734,0.0001299711,0.000025468687,0.00020714142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597895,0.0009199803,0.0016035718,0.0005298852,0.00043772944,0.0005298778],"domain_scores_gemma":[0.99484724,0.0022385526,0.0011734343,0.0003374382,0.0012768087,0.00012653928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00495182,0.0002778101,0.00072987034,0.00018341627,0.0008682918,0.000011942631,0.00019327819,0.00019901682,0.00009406512],"category_scores_gemma":[0.0017101091,0.00022918219,0.00010227106,0.00059891987,0.00010609711,0.00018913412,0.0001859992,0.00021571618,0.000010692928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004687359,0.0012234892,0.86264,0.052474786,0.0007254419,0.0000014114709,0.023158222,0.00012932227,0.00029344534,0.033187833,0.01722215,0.0042565297],"study_design_scores_gemma":[0.023599168,0.0039959718,0.9099096,0.00022568708,0.0017253666,1.62126e-7,0.022982376,0.000571861,0.00033144292,0.023298925,0.011958743,0.0014006782],"about_ca_topic_score_codex":0.00010188552,"about_ca_topic_score_gemma":0.00034043813,"teacher_disagreement_score":0.16123202,"about_ca_system_score_codex":0.00023876765,"about_ca_system_score_gemma":0.00080330326,"threshold_uncertainty_score":0.9345778},"labels":[],"label_agreement":null},{"id":"W2951058768","doi":"10.1044/2019_ajslp-18-0186","title":"Perception Versus Performance of Swallow Function in Residents of Long-Term Care","year":2019,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Choking; Swallowing; Medicine; Dysphagia; Physical therapy; Perception; Pediatrics; Psychology; Surgery","score_opus":0.015372319846272535,"score_gpt":0.36727776392292766,"score_spread":0.35190544407665514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951058768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960698,0.0002127693,0.0001263695,0.00006728737,0.001138534,0.0002995944,0.0000034761658,0.0000072649277,0.0020749087],"genre_scores_gemma":[0.9980936,0.0002909729,0.0009955483,0.000086128384,0.00011846857,0.000004811466,0.000011488875,0.000016164195,0.00038282748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982015,0.0003316014,0.00076183164,0.00014655212,0.00028939627,0.000269103],"domain_scores_gemma":[0.9981303,0.00011631857,0.0012401349,0.00023939018,0.0002222699,0.00005155522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059011526,0.000120132354,0.0004936004,0.00039766493,0.000036743728,0.0000019827944,0.00020894903,0.00007620579,0.0007028507],"category_scores_gemma":[0.00004127353,0.00010586638,0.000088606255,0.00026812134,0.00011429519,0.000171093,0.00008631564,0.00042050463,0.00005686321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015407511,0.000061254985,0.87055665,0.00030852252,0.000049198636,0.000111468,0.0099306675,0.00002935697,0.01699752,0.000016167647,0.000040915846,0.10035752],"study_design_scores_gemma":[0.0023359351,0.0029330538,0.94105446,0.00029970202,0.00006937862,0.000013279566,0.052882053,0.000012277429,0.0003021379,0.000003074253,0.000012740784,0.00008193381],"about_ca_topic_score_codex":0.0002300309,"about_ca_topic_score_gemma":0.0001310303,"teacher_disagreement_score":0.10027558,"about_ca_system_score_codex":0.00017620077,"about_ca_system_score_gemma":0.00012705824,"threshold_uncertainty_score":0.7695722},"labels":[],"label_agreement":null},{"id":"W2951879517","doi":"10.1177/0194599819852619","title":"Outcomes of Prophylactic Epiglottic Petiole Suspension at the Time of Complete Laryngofissure","year":2019,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Interquartile range; Surgery; Odds ratio; Retrospective cohort study; Internal medicine","score_opus":0.023972805200442506,"score_gpt":0.3400123747603811,"score_spread":0.3160395695599386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951879517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598686,0.00011726029,0.00002663877,0.0022878724,0.0005077889,0.0017420179,0.000017319442,0.000035451627,0.035397045],"genre_scores_gemma":[0.9434046,0.000012596815,0.00015111573,0.0008225898,0.000025493984,0.00005683095,0.0000422166,0.000023364175,0.055461176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979117,0.0006486589,0.00055879087,0.00025032603,0.00024892975,0.00038162753],"domain_scores_gemma":[0.9978992,0.00076002895,0.0004900335,0.0006686349,0.00013485343,0.000047280257],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067660806,0.00015870112,0.00056633714,0.000094162184,0.00018288013,0.0000018796445,0.00031186957,0.00014202336,0.00710442],"category_scores_gemma":[0.00008081574,0.00010111868,0.000109085144,0.00016070496,0.00013247186,0.00007153676,0.00047062,0.00028891902,0.0029131437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012825639,0.000117586744,0.956486,0.00064293935,0.00017331184,0.00000598982,0.00054857286,0.0000108738295,0.02839004,0.008775149,0.004653821,0.0000674917],"study_design_scores_gemma":[0.001283219,0.00030434903,0.9614191,0.000050592724,0.00011580127,0.0000026222315,0.0002687436,0.00026113144,0.00040167355,0.00041970643,0.035346746,0.0001262925],"about_ca_topic_score_codex":0.0001628897,"about_ca_topic_score_gemma":0.00007993634,"teacher_disagreement_score":0.030692926,"about_ca_system_score_codex":0.00006078125,"about_ca_system_score_gemma":0.00008222793,"threshold_uncertainty_score":0.99786323},"labels":[],"label_agreement":null},{"id":"W2954599049","doi":"10.18502/npt.v6i3.1253","title":"Dysphagia screening tools for acute stroke patients available for nurses: A systematic review","year":2019,"lang":"en","type":"review","venue":"Nursing Practice Today","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; CINAHL; Stroke (engine); Swallowing; Aspiration pneumonia; Oropharyngeal dysphagia; Acute stroke; Data extraction; Physical therapy; MEDLINE; Pneumonia; Intensive care medicine; Emergency medicine; Surgery; Internal medicine; Emergency department; Psychological intervention; Nursing","score_opus":0.18131803217216283,"score_gpt":0.5321421439290573,"score_spread":0.35082411175689454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954599049","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.9501194e-8,0.8909708,0.010123543,0.0009152939,0.008636987,0.0689278,0.0007046762,0.00021101709,0.019509828],"genre_scores_gemma":[6.760622e-8,0.84111863,0.012495324,0.0026374366,0.00029693756,0.016874513,0.0018799073,0.0002717763,0.12442542],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911288,0.002203333,0.0030994872,0.0012130552,0.000862175,0.0014931769],"domain_scores_gemma":[0.9770427,0.014302705,0.005625482,0.0016788157,0.0011052621,0.00024507017],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005171749,0.0010028172,0.005479767,0.0003134772,0.0010973614,0.00023354325,0.0009771946,0.0007080234,0.00039330943],"category_scores_gemma":[0.008842859,0.0008083431,0.0011264591,0.00042970505,0.00004752192,0.001902624,0.00015241807,0.0012354234,0.002163546],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005158785,0.00021253045,4.3389878e-7,0.60612315,0.0018653262,0.0000014580734,0.00013543299,1.01126794e-7,2.2989525e-8,0.0007981808,0.25850436,0.13230744],"study_design_scores_gemma":[0.0007981815,0.00020781132,1.0581511e-7,0.43824598,0.044990387,0.000002255652,0.00030156286,0.000014622789,2.7212556e-8,0.00001117024,0.5150289,0.0003989955],"about_ca_topic_score_codex":0.000009637084,"about_ca_topic_score_gemma":0.00000178031,"teacher_disagreement_score":0.25652453,"about_ca_system_score_codex":0.0012203972,"about_ca_system_score_gemma":0.0011189946,"threshold_uncertainty_score":0.99950606},"labels":[],"label_agreement":null},{"id":"W2954790117","doi":"10.1177/014556131709600906","title":"Management decisions for Zenker diverticulum in the elderly","year":2017,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Zenker's diverticulum; Diverticulum (mollusc); Medicine; General surgery; Surgery; Dysphagia","score_opus":0.09958623730661241,"score_gpt":0.45927869529179355,"score_spread":0.3596924579851811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954790117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5855726,0.0004484157,0.038512368,0.057337463,0.009654995,0.0062025166,0.000022993685,0.000089897774,0.30215874],"genre_scores_gemma":[0.97917694,0.00058435363,0.004147679,0.0016265473,0.0006699983,0.0001921025,0.000004625437,0.000026710457,0.013571031],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980661,0.00024403102,0.0004621023,0.00020024682,0.00043161528,0.00059586344],"domain_scores_gemma":[0.998477,0.00031677246,0.0003417966,0.0006670165,0.00009400951,0.00010340081],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020376835,0.00015053707,0.00020003767,0.00011210087,0.0038922546,0.00022729624,0.0009815092,0.000077140015,0.00059998303],"category_scores_gemma":[0.00019258224,0.00009418961,0.00013363014,0.0000637531,0.00005499984,0.00036942755,0.0003472617,0.00062487373,0.00037538374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024161449,0.0006138759,0.0949961,0.000112837086,0.00044970933,0.0005816457,0.008419107,0.00003357079,0.000044679346,0.06721957,0.6607137,0.16657361],"study_design_scores_gemma":[0.0030119596,0.00020695063,0.51527786,0.00029011833,0.00012412164,0.00000847929,0.008729684,0.000115682335,0.000002911345,0.012754399,0.4593052,0.00017262403],"about_ca_topic_score_codex":0.000047614343,"about_ca_topic_score_gemma":0.00021602155,"teacher_disagreement_score":0.42028177,"about_ca_system_score_codex":0.00011042608,"about_ca_system_score_gemma":0.0000630315,"threshold_uncertainty_score":0.9974045},"labels":[],"label_agreement":null},{"id":"W2955597970","doi":"10.1002/lary.28164","title":"Volumetric changes in pharyngeal structures following head and neck cancer chemoradiation therapy","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Cohort; Radiation therapy; Head and neck squamous-cell carcinoma; Head and neck cancer; Confidence interval; Chemoradiotherapy; Cancer; Tongue; Nuclear medicine; Internal medicine; Gastroenterology; Urology; Oncology; Surgery; Pathology","score_opus":0.03890979736608444,"score_gpt":0.3932036201465387,"score_spread":0.35429382278045424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955597970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836866,0.0031962562,0.0000060038697,0.0044775074,0.0010763679,0.0013806073,0.000004406473,0.00004928631,0.0061229235],"genre_scores_gemma":[0.98882174,0.0017841199,0.00009026305,0.0035165967,0.00020625234,0.00019683299,0.000015171498,0.000023456088,0.005345543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988378,0.00018682031,0.00018686704,0.00022164296,0.0001954287,0.0003713958],"domain_scores_gemma":[0.9994841,0.0001330836,0.00010401409,0.00021584943,0.000018849641,0.000044053104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046616897,0.00013593881,0.00022967132,0.00014395601,0.00021891473,0.00002088603,0.00017015633,0.00007544849,0.0008159363],"category_scores_gemma":[0.000014095046,0.000091492104,0.000028387534,0.00041091043,0.000014587274,0.00015844505,0.00011224954,0.0002921695,0.00007955314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010979474,0.00003822117,0.951384,0.0001351094,0.00010672761,0.0000036420827,0.0032512592,0.000018004328,0.0016706705,0.001108423,0.005565401,0.036608733],"study_design_scores_gemma":[0.002873767,0.000100702586,0.94291764,0.000097449774,0.000023264394,1.3766076e-7,0.00061866833,0.00056149653,0.00013606923,0.0004651096,0.05205493,0.00015073274],"about_ca_topic_score_codex":0.0018785597,"about_ca_topic_score_gemma":0.0018459803,"teacher_disagreement_score":0.04648953,"about_ca_system_score_codex":0.000099817604,"about_ca_system_score_gemma":0.000058822316,"threshold_uncertainty_score":0.89339304},"labels":[],"label_agreement":null},{"id":"W2961947989","doi":"10.1002/ppul.24447","title":"Oral aspiration, type 1 laryngeal cleft, and respiratory tract infections in canadian inuit children","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Northwest Territories; Children's Hospital of Eastern Ontario; Stollery Children's Hospital","funders":"","keywords":"Medicine; Swallowing; Incidence (geometry); Confidence interval; Pediatrics; Respiratory tract infections; Lower respiratory tract infection; Rate ratio; Respiratory tract; Respiratory system; Upper respiratory tract infection; Retrospective cohort study; Surgery; Internal medicine","score_opus":0.023036562904204583,"score_gpt":0.34746554194595486,"score_spread":0.3244289790417503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961947989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876084,0.00024004605,0.00000432219,0.00075855106,0.00096827897,0.0009072775,0.000012973192,0.000059742535,0.009440421],"genre_scores_gemma":[0.99654025,0.00014663632,0.000041025098,0.0015090714,0.00030952,0.00006756612,0.000032139207,0.000018616907,0.0013351649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837273,0.0002733833,0.00035739964,0.00029897375,0.000084512736,0.00061302335],"domain_scores_gemma":[0.9993031,0.000115892275,0.000113530026,0.00022486437,0.000056872963,0.00018573772],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054097705,0.00013127748,0.00021863967,0.000629937,0.00021000755,0.000010629401,0.00012249389,0.00026231192,0.00092689344],"category_scores_gemma":[0.000087921304,0.00013459891,0.000020630912,0.00047970802,0.000021491594,0.00018948276,0.00008596556,0.0005396643,0.00088953617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074059485,0.00006513407,0.99218154,0.000019728519,0.000011536585,0.0000059833014,0.0002391729,0.000007742234,0.0000039298843,0.0023882498,0.0039476347,0.0011219261],"study_design_scores_gemma":[0.0006763321,0.00024945306,0.9679067,0.0000031207458,0.00003183774,0.0000018721112,0.0000764169,0.00003912909,1.2220255e-7,0.0004213427,0.030464277,0.00012939205],"about_ca_topic_score_codex":0.13107409,"about_ca_topic_score_gemma":0.57552457,"teacher_disagreement_score":0.4444505,"about_ca_system_score_codex":0.00032716538,"about_ca_system_score_gemma":0.0010410412,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W2965914867","doi":"10.1007/s00455-019-10039-4","title":"Whiplash-Associated Dysphagia: Considerations of Potential Incidence and Mechanisms","year":2019,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Foundation for the National Institutes of Health","keywords":"Dysphagia; Medicine; Swallowing; Distress; Physical therapy; Whiplash; Incidence (geometry); Otorhinolaryngology; Physical medicine and rehabilitation; Poison control; Clinical psychology; Psychiatry; Surgery; Medical emergency","score_opus":0.0177986887256112,"score_gpt":0.3373777812019701,"score_spread":0.3195790924763589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965914867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455432,0.00023797817,0.009197592,0.0015784578,0.0033483836,0.0027458002,0.00007520126,0.00026950997,0.037003864],"genre_scores_gemma":[0.98513365,0.000051356794,0.0026763505,0.0011035798,0.00003991175,0.00008936376,0.000045792938,0.000033961023,0.010826016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99754196,0.00033161597,0.00071621215,0.00041640553,0.00044104108,0.00055275013],"domain_scores_gemma":[0.998325,0.00038734384,0.00045719167,0.00040138458,0.0002772589,0.00015181747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008499417,0.00023414349,0.0004582907,0.00015842804,0.0004180768,0.000024441439,0.00016531916,0.0002424875,0.0049390644],"category_scores_gemma":[0.0002256949,0.00022472913,0.00006440819,0.000236695,0.00007676854,0.0003349925,0.00031695215,0.00045485972,0.0007147912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012075535,0.00038284328,0.10961283,0.00062341004,0.00093738525,0.0000588737,0.0026217238,0.00014793663,0.02569828,0.8189266,0.040281087,0.0005882827],"study_design_scores_gemma":[0.016821792,0.0014250202,0.74861556,0.0011022812,0.0013120667,0.000019761894,0.0110742925,0.014546829,0.0048068627,0.18952085,0.008710774,0.0020439366],"about_ca_topic_score_codex":0.00022937493,"about_ca_topic_score_gemma":0.00020643997,"teacher_disagreement_score":0.6390027,"about_ca_system_score_codex":0.00010249806,"about_ca_system_score_gemma":0.00023942183,"threshold_uncertainty_score":0.99597055},"labels":[],"label_agreement":null},{"id":"W2967003658","doi":"10.1016/j.jocn.2019.08.031","title":"Is the modified Mann Assessment of Swallowing Ability useful for assessing dysphagia in patients with mild to moderate dementia?","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea","keywords":"Swallowing; Dysphagia; Medicine; Clinical Dementia Rating; Dementia; Cognition; Montreal Cognitive Assessment; Physical therapy; Oropharyngeal dysphagia; Aspiration pneumonia; Mini–Mental State Examination; Rating scale; Internal medicine; Psychiatry; Pneumonia; Surgery; Psychology; Disease; Developmental psychology","score_opus":0.1494358657949452,"score_gpt":0.5104723563245169,"score_spread":0.36103649052957176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967003658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644923,0.000006122797,0.028398307,0.0025411784,0.0020724852,0.0017108881,0.0000056810572,0.0000066986363,0.00076632306],"genre_scores_gemma":[0.98971486,0.000009232253,0.004832066,0.0051405425,0.00006274478,0.00002445041,5.9592855e-7,0.000015820064,0.00019970578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953743,0.0006477056,0.002149871,0.00040266282,0.0009547705,0.0004706756],"domain_scores_gemma":[0.99591726,0.0016284185,0.0013269075,0.00044704945,0.00050027494,0.00018011067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006954208,0.00016501364,0.00063037634,0.00013991077,0.00025994636,0.000056842786,0.0006907579,0.00008452241,0.000042532665],"category_scores_gemma":[0.0007533834,0.000098815435,0.00018128124,0.00043274235,0.000098044366,0.0006491605,0.00024913688,0.000757904,0.0000034956868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003225735,0.00047659525,0.9944435,0.0000935615,0.000030019406,0.0000014866312,0.00013789849,0.0027816405,0.0001862139,0.0003631588,0.0005303981,0.0006329998],"study_design_scores_gemma":[0.0033693837,0.00089429884,0.9808398,0.00024150548,0.00006732609,1.0297384e-7,0.00018757352,0.01317199,0.000024397177,0.00023684146,0.0008604645,0.000106308726],"about_ca_topic_score_codex":0.000009373395,"about_ca_topic_score_gemma":0.0000067579404,"teacher_disagreement_score":0.025222527,"about_ca_system_score_codex":0.000068174144,"about_ca_system_score_gemma":0.0005276199,"threshold_uncertainty_score":0.40295765},"labels":[],"label_agreement":null},{"id":"W2968970751","doi":"10.11606/t.17.2019.tde-23072019-093725","title":"Differences in timing between functional swallows of older adults at risk for dysphagia and healthy older and young adults","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University Health Network","keywords":"Dysphagia; Medicine; Swallowing; Young adult; Asymptomatic; Analysis of variance; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Surgery","score_opus":0.03344346812507645,"score_gpt":0.36137586950363193,"score_spread":0.3279324013785555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968970751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98686665,0.0008638604,0.00042191954,0.00012583239,0.0017609451,0.0046461117,0.00012099784,0.000041334624,0.0051523494],"genre_scores_gemma":[0.9332263,0.0009927378,0.00060098537,0.00012315,0.00014770334,0.00066162855,0.0020141322,0.000051503757,0.062181853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997284,0.00017995042,0.00096620055,0.00068327645,0.00035940701,0.00052715756],"domain_scores_gemma":[0.9978451,0.00078201044,0.0008162851,0.00022531884,0.00019640784,0.00013486091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005608007,0.00037281512,0.0007804161,0.00031371182,0.000383733,0.000014263624,0.00012001023,0.00050393393,0.00049571437],"category_scores_gemma":[0.00006346984,0.0003149548,0.00007250407,0.000120887606,0.00003034838,0.0001605437,0.00011778378,0.00051954476,0.000017420585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013898978,0.00008365349,0.96932775,0.0072658625,0.00020381347,5.6800377e-7,0.008792702,3.455601e-7,0.0000035903822,0.0005547864,0.003840648,0.008536412],"study_design_scores_gemma":[0.0055916477,0.0002225243,0.97765756,0.0019119382,0.00020849059,1.0847732e-7,0.013105702,0.0005137927,0.000006429911,0.00007650055,0.00040421245,0.0003011185],"about_ca_topic_score_codex":0.0018085822,"about_ca_topic_score_gemma":0.010794688,"teacher_disagreement_score":0.057029504,"about_ca_system_score_codex":0.0001499261,"about_ca_system_score_gemma":0.00017104087,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W2969590221","doi":"","title":"An Intervention to Improve Emergency Room Nurses' Swallow Study Implementation and Documentation","year":2019,"lang":"en","type":"article","venue":"ThinkIR: The University of Louisville's Institutional Repository (University of Louisville)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Documentation; Intervention (counseling); Medical emergency; Medicine; Nursing; Medical education; Computer science","score_opus":0.011691226590687455,"score_gpt":0.32108230472279925,"score_spread":0.3093910781321118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969590221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97507083,0.00005756794,0.0032555447,0.00043806864,0.0015222066,0.0024604062,0.000038032133,0.00007982522,0.017077537],"genre_scores_gemma":[0.99033034,0.00008176646,0.0008861288,0.000043248085,0.00005636264,0.0000011811642,0.000072527364,0.000012612608,0.008515847],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99751186,0.00058973854,0.0004187658,0.0005160996,0.0006500214,0.00031353158],"domain_scores_gemma":[0.99816585,0.00008906861,0.00061827013,0.000539144,0.0004177769,0.00016989681],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008408481,0.00022913131,0.00036260474,0.0002586678,0.0018612505,0.000013743992,0.0006553404,0.0001275085,0.0019867776],"category_scores_gemma":[0.0000122450965,0.00024618406,0.00016171753,0.0003293311,0.00016717693,0.0009912623,0.00047518685,0.00029983916,0.00012878871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041921902,0.0030433973,0.6889844,0.0011465272,0.0021204632,0.00013721855,0.16766895,0.0024913247,0.013481353,0.09547602,0.009091813,0.012166367],"study_design_scores_gemma":[0.006626783,0.0020863668,0.43308124,0.00020207946,0.00058529974,0.000006513718,0.54255253,0.0007734773,0.00008188263,0.0005844075,0.012982388,0.00043704375],"about_ca_topic_score_codex":0.009921299,"about_ca_topic_score_gemma":0.0029874009,"teacher_disagreement_score":0.37488356,"about_ca_system_score_codex":0.00042268384,"about_ca_system_score_gemma":0.0002234127,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W2971080617","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a4383","title":"Primary Ciliary Dyskinesia (PCD) Registry in Alberta","year":2019,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary ciliary dyskinesia; Primary (astronomy); Dyskinesia; Medicine; Internal medicine; Physics; Astronomy; Bronchiectasis","score_opus":0.019839954552494196,"score_gpt":0.3615727849662543,"score_spread":0.34173283041376007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971080617","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25553602,0.000021858796,0.00009526449,0.004335955,0.0007236753,0.0008509877,7.6780765e-7,0.000061777704,0.7383737],"genre_scores_gemma":[0.5172505,0.000027233975,0.00047027686,0.004360636,0.000071117836,0.00008104228,0.00003234521,0.00001640438,0.47769046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998563,0.0001370387,0.00037990065,0.00028738973,0.00019730041,0.00043536563],"domain_scores_gemma":[0.9990359,0.00026252365,0.00010103615,0.0005036158,0.000028914443,0.000068014015],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004134438,0.00012917859,0.00022178068,0.000100285324,0.000080773694,0.0000069810962,0.00022446323,0.0001281601,0.006404657],"category_scores_gemma":[0.00002600001,0.00010780897,0.00003771811,0.00019418955,0.000013814393,0.00017881488,0.0002350096,0.00034948028,0.005418276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037577498,0.00008700054,0.8128667,0.00037709178,0.000021045962,0.0000103701595,0.0003159731,0.00000434025,0.00016986544,0.042514037,0.1426916,0.0009044224],"study_design_scores_gemma":[0.0014437546,0.000031967586,0.6431277,0.00012074314,0.000010735103,3.6322518e-7,0.0009303294,0.00016205001,0.000007680511,0.00091023894,0.3530625,0.00019194523],"about_ca_topic_score_codex":0.0021656146,"about_ca_topic_score_gemma":0.0020477294,"teacher_disagreement_score":0.26171446,"about_ca_system_score_codex":0.00017230597,"about_ca_system_score_gemma":0.00016726127,"threshold_uncertainty_score":0.99535614},"labels":[],"label_agreement":null},{"id":"W297313844","doi":"10.1161/01.str.0000044165.41303.50","title":"Performance of a Statistical Model to Predict Stroke Outcome in the Context of a Large, Simple, Randomized, Controlled Trial of Feeding","year":2003,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Context (archaeology); Randomized controlled trial; Cohort; Clinical trial; Predictive validity; Receiver operating characteristic; Logistic regression; Physical therapy; Surgery; Internal medicine","score_opus":0.04332188751574968,"score_gpt":0.40398154512726453,"score_spread":0.36065965761151486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W297313844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460487,0.000025038551,0.012755101,0.0001902062,0.0003644704,0.008897874,0.00033214234,0.0000118772405,0.03137463],"genre_scores_gemma":[0.9953858,0.000028858014,0.0012912264,0.0002525425,0.000032217424,0.0009185371,0.000009314828,0.000012493802,0.0020689813],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99613225,0.0009876051,0.0017322897,0.00017418124,0.0005565576,0.00041711994],"domain_scores_gemma":[0.99661756,0.0022685903,0.0006020109,0.00028528058,0.00016399451,0.000062563086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058437227,0.00015881206,0.001549155,0.00019299905,0.00008815041,0.000003899589,0.00023540763,0.00008532026,0.00017034328],"category_scores_gemma":[0.0016648861,0.000098930475,0.00020405454,0.00014166138,0.00007763505,0.00007472755,0.00007419541,0.00029322045,0.000004400412],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7883848,0.00057279033,0.04572016,0.000486056,0.00034505568,0.0000014603153,0.0034447268,0.0004314354,0.00023460467,0.15851219,0.001674188,0.00019255414],"study_design_scores_gemma":[0.9643426,0.00051900477,0.0012857079,0.000081484635,0.00024416164,7.499868e-8,0.0052056033,0.027632825,0.00004021016,0.0002271747,0.00032813963,0.00009300547],"about_ca_topic_score_codex":0.00006820896,"about_ca_topic_score_gemma":0.00007714941,"teacher_disagreement_score":0.17595783,"about_ca_system_score_codex":0.00004428389,"about_ca_system_score_gemma":0.00019789077,"threshold_uncertainty_score":0.40342677},"labels":[],"label_agreement":null},{"id":"W2974033904","doi":"10.1002/mus.26712","title":"Patient‐reported disease burden in oculopharyngeal muscular dystrophy","year":2019,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Oculopharyngeal muscular dystrophy; Dysphagia; Medicine; Disease; Coping (psychology); Physical therapy; Muscular dystrophy; Clinical psychology; Internal medicine; Surgery","score_opus":0.023393594920953536,"score_gpt":0.333660908544742,"score_spread":0.31026731362378845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974033904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677923,0.00015497362,0.000040985764,0.0009871788,0.001310606,0.0018320597,0.000013068098,0.00013726913,0.027731568],"genre_scores_gemma":[0.99031705,0.000019273732,0.0001528273,0.00066047994,0.00018739121,0.0002937375,0.00009790733,0.000041774238,0.008229551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752635,0.0003080571,0.0006230016,0.0004739402,0.00041400065,0.00065463164],"domain_scores_gemma":[0.9987124,0.00008194408,0.00022728991,0.000654693,0.00007826352,0.00024540455],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003472838,0.00021303397,0.00031442675,0.0001787216,0.00016982439,0.000018485935,0.0002003385,0.00010019989,0.002257693],"category_scores_gemma":[0.000046547557,0.00019553433,0.0001241805,0.0003267233,0.000019101923,0.0002478877,0.00029681766,0.00031734718,0.0013049241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052046176,0.00086834247,0.9028368,0.0016387961,0.00035470427,0.0021193912,0.0075484994,0.0008790852,0.0033848353,0.007981457,0.032166746,0.039700903],"study_design_scores_gemma":[0.002541622,0.00011139423,0.8326087,0.00019375632,0.00006576333,2.1417233e-7,0.0019248415,0.0010468576,0.0000065939194,0.00044909466,0.16073841,0.00031277598],"about_ca_topic_score_codex":0.0008802855,"about_ca_topic_score_gemma":0.00005707349,"teacher_disagreement_score":0.12857166,"about_ca_system_score_codex":0.00020723685,"about_ca_system_score_gemma":0.00019415398,"threshold_uncertainty_score":0.9994727},"labels":[],"label_agreement":null},{"id":"W2975302055","doi":"10.1016/j.jpainsymman.2019.09.013","title":"Authors' Response to Palliative Management of Stridor in a Head and Neck Cancer Patient With Noninvasive Ventilation: Is It Safe?","year":2019,"lang":"en","type":"letter","venue":"Journal of Pain and Symptom Management","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Hospice Palliative Care Association","funders":"","keywords":"Medicine; Stridor; Palliative care; Airway obstruction; Head and neck cancer; Airway; Continuous positive airway pressure; Ventilation (architecture); Lung cancer; Airway management; Laryngeal Masks; Anesthesia; Intensive care medicine; Surgery; Cancer; Laryngeal mask airway; Internal medicine","score_opus":0.03632255213358123,"score_gpt":0.38167771905465875,"score_spread":0.34535516692107754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975302055","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29650858,0.0012295181,0.0029367001,0.6764887,0.0018909193,0.008934383,0.00012336904,0.000021231275,0.0118666],"genre_scores_gemma":[0.13449596,0.008303996,0.015077888,0.70894545,0.0011801074,0.0011044684,0.00008194441,0.00024152511,0.13056865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951745,0.0011394043,0.001494413,0.00052267837,0.0010601011,0.0006088601],"domain_scores_gemma":[0.9970258,0.00052183843,0.0016246126,0.00041123433,0.0002726157,0.00014392486],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028372165,0.00046606723,0.00094309036,0.00094052515,0.00016227194,0.000047750236,0.00030464755,0.00028734945,0.00042634996],"category_scores_gemma":[0.000023122337,0.00036933308,0.00012151284,0.000430638,0.000052344363,0.00016433574,0.00046283728,0.0011528754,0.000018774774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028977185,0.00016569458,0.018622002,0.0061146473,0.0022579546,0.0020255325,0.012140579,0.00013827649,0.0000029910962,0.00025967206,0.9468089,0.008566087],"study_design_scores_gemma":[0.004379357,0.0019203483,0.08156158,0.013821969,0.00063978514,0.0000033683136,0.0144487545,0.000091763075,0.000004352667,0.00011029021,0.8825532,0.00046522278],"about_ca_topic_score_codex":0.00007797335,"about_ca_topic_score_gemma":0.00007472158,"teacher_disagreement_score":0.16201264,"about_ca_system_score_codex":0.0005712862,"about_ca_system_score_gemma":0.0001505456,"threshold_uncertainty_score":0.99987584},"labels":[],"label_agreement":null},{"id":"W2981181090","doi":"10.1007/s00455-019-10066-1","title":"The Effect of Lingual Resistance Training Interventions on Adult Swallow Function: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Department of Medicine, University of Toronto; Toronto Rehabilitation Institute","keywords":"Swallowing; Medicine; Dysphagia; Otorhinolaryngology; Psychological intervention; Physical medicine and rehabilitation; Physical therapy; Meta-analysis; Dentistry; Surgery; Pathology; Nursing","score_opus":0.11056713523709835,"score_gpt":0.4817906433668957,"score_spread":0.3712235081297973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981181090","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.053819e-7,0.96163213,0.00008294135,0.0001672071,0.00374899,0.014639694,0.0000406536,0.00010780066,0.019580092],"genre_scores_gemma":[0.0000111916015,0.92228204,0.000025163808,0.0003834958,0.00018658274,0.0045982515,0.0001305642,0.00008952398,0.0722932],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9914847,0.0036946633,0.0029472073,0.0005599356,0.00067284645,0.0006406198],"domain_scores_gemma":[0.99023974,0.004940557,0.002998926,0.0014841474,0.00023045005,0.00010619037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004644822,0.00063991867,0.0041960943,0.00017597755,0.0006703352,0.000030773394,0.00084118434,0.0003318282,0.00030319663],"category_scores_gemma":[0.0018023659,0.00035417808,0.00161731,0.00056833174,0.00006421132,0.000079340185,0.00021803385,0.0013346778,0.0019535301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026349708,0.00002035839,0.0000010713951,0.9422594,0.00131456,0.0000054769703,0.0001440065,9.980986e-8,7.1322592e-9,0.004143867,0.017627597,0.03445723],"study_design_scores_gemma":[0.00024710697,0.00023064295,8.0927094e-7,0.53494775,0.007942749,6.2847596e-7,0.00008636329,8.218933e-7,2.510666e-8,0.000009622922,0.4563772,0.00015625871],"about_ca_topic_score_codex":0.0000057263455,"about_ca_topic_score_gemma":0.000042289157,"teacher_disagreement_score":0.4387496,"about_ca_system_score_codex":0.0003074525,"about_ca_system_score_gemma":0.00036651274,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W2981493758","doi":"10.1002/lary.28355","title":"The prevalence of cognitive impairment in laryngology treatment–seeking patients","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Laryngology; Incidence (geometry); Population; Cognition; Montreal Cognitive Assessment; Physical therapy; Test (biology); Family medicine; Cognitive impairment; Psychiatry; Surgery","score_opus":0.021982126938538064,"score_gpt":0.36427077144486747,"score_spread":0.3422886445063294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981493758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96888304,0.00025909542,0.000011449805,0.00083778426,0.000585468,0.002948673,0.000020442569,0.000024679697,0.026429368],"genre_scores_gemma":[0.9793623,0.00055736396,0.00001352244,0.000505233,0.000035901932,0.0003408305,0.000011665367,0.000015987585,0.019157171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801254,0.00067605847,0.000416158,0.00021361046,0.0002103048,0.00047134902],"domain_scores_gemma":[0.9980733,0.0012050327,0.0002588337,0.0003517977,0.00007686528,0.000034201606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075924257,0.00014528542,0.00022299486,0.000053270032,0.0003211159,0.000006954532,0.00030968856,0.00006493156,0.00061253464],"category_scores_gemma":[0.000073012096,0.00007483542,0.000052993368,0.00018323392,0.00008078759,0.00009689501,0.00026160284,0.00022440759,0.00048220428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021605728,0.00026846532,0.9912264,0.00023999627,0.00009049439,0.0000015154601,0.00388361,0.000002745331,0.000028311328,0.002083229,0.00066673965,0.001292446],"study_design_scores_gemma":[0.002655083,0.00075029465,0.98795915,0.00052810117,0.00008217548,1.2360962e-7,0.0020264003,0.00015472653,0.000055100474,0.00027514625,0.0054108403,0.00010286303],"about_ca_topic_score_codex":0.00029833926,"about_ca_topic_score_gemma":0.00037191057,"teacher_disagreement_score":0.010479284,"about_ca_system_score_codex":0.00015255516,"about_ca_system_score_gemma":0.000100295234,"threshold_uncertainty_score":0.6706825},"labels":[],"label_agreement":null},{"id":"W2981733619","doi":"10.3389/fneur.2019.01180","title":"Multilingual Validation of the First French Version of Munich Dysphagia Test—Parkinson's Disease (MDT-PD) in the Luxembourg Parkinson's Study","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fonds National de la Recherche Luxembourg; Koning Boudewijnstichting; European Commission","keywords":"Cronbach's alpha; German; Parkinson's disease; Dysphagia; Parkinsonism; Medicine; Population; Montreal Cognitive Assessment; Psychology; Internal consistency; Cognition; Disease; Physical therapy; Audiology; Psychometrics; Clinical psychology; Cognitive impairment; Psychiatry; Internal medicine; Linguistics; Surgery","score_opus":0.014786342998147068,"score_gpt":0.315745049921067,"score_spread":0.3009587069229199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981733619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899611,0.00012802768,0.00002740991,0.0021758366,0.0030874864,0.0030027556,0.000017904058,0.00001778345,0.0015817062],"genre_scores_gemma":[0.99816334,0.000057310357,0.00011033909,0.0010165666,0.000044352808,0.00014902321,0.000014016598,0.000020519146,0.0004245336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967151,0.0013837881,0.000657696,0.0004019512,0.0004071478,0.00043431515],"domain_scores_gemma":[0.99780965,0.0007475791,0.00045834947,0.00086898805,0.00006992193,0.00004550259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336579,0.00018957851,0.0004016856,0.00026313888,0.00017014786,0.0000054128213,0.0008541193,0.00014473211,0.000120140096],"category_scores_gemma":[0.00035296706,0.00013139402,0.00007890812,0.0005506077,0.00011181843,0.00011028542,0.000414146,0.0007227994,0.000018042507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027489994,0.0007217474,0.9800967,0.00013268719,0.00002791175,0.000014402808,0.00395279,0.0004956927,0.000014423652,0.00004434015,0.013888749,0.00033566562],"study_design_scores_gemma":[0.0028241635,0.00036148203,0.9352774,0.000045389872,0.000063746076,1.8378937e-7,0.003089986,0.0018101105,0.000025983747,0.00021016551,0.056192204,0.00009916479],"about_ca_topic_score_codex":0.0004429297,"about_ca_topic_score_gemma":0.00048723843,"teacher_disagreement_score":0.04481927,"about_ca_system_score_codex":0.000062326624,"about_ca_system_score_gemma":0.00015318862,"threshold_uncertainty_score":0.5358092},"labels":[],"label_agreement":null},{"id":"W2983301282","doi":"","title":"Feeding and Oral Care Guidelines for Certified Nursing Assistants Working with Patients with Head and Neck Cancer","year":2018,"lang":"en","type":"article","venue":"ISU Red - Research and eData (Illinois State University)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Medicine; Head and neck cancer; Nursing; Head and neck; Head (geology); Cancer; Family medicine; Surgery; Internal medicine","score_opus":0.3046930934448926,"score_gpt":0.47389482637945457,"score_spread":0.16920173293456198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983301282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922579,0.00022981827,0.0009376407,0.0012156668,0.00014994344,0.0012884658,0.00017089304,0.00004011696,0.0037095915],"genre_scores_gemma":[0.98781824,0.0011398597,0.0050733634,0.00009238492,0.00014727304,0.000014732524,0.00015806773,0.000033881668,0.005522223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981195,0.00013395374,0.00018112603,0.00048517212,0.00035605324,0.00072420295],"domain_scores_gemma":[0.99799025,0.00016560713,0.000097378725,0.0001996386,0.0012838454,0.00026325014],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00037474587,0.00016467416,0.00022214615,0.0003467037,0.001818678,0.0000886857,0.00015248802,0.00007021983,0.00002677183],"category_scores_gemma":[0.000050192946,0.000128033,0.000010246306,0.00044453848,0.000365075,0.00041242244,0.00025226697,0.0002745863,0.0000012508209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062412824,0.00010473797,0.89212245,0.0005895797,0.00024454252,0.000030021529,0.006683535,0.0000028870359,0.000052914278,0.0010694945,0.021373587,0.07148495],"study_design_scores_gemma":[0.01864161,0.003978997,0.52044964,0.0060893856,0.0002423162,8.8347605e-7,0.06878546,0.00089046505,0.00007377112,0.0005902317,0.37940413,0.0008530847],"about_ca_topic_score_codex":0.0008000265,"about_ca_topic_score_gemma":0.0054628295,"teacher_disagreement_score":0.3716728,"about_ca_system_score_codex":0.00023107075,"about_ca_system_score_gemma":0.00019001147,"threshold_uncertainty_score":0.99948084},"labels":[],"label_agreement":null},{"id":"W2983532660","doi":"10.1097/ccm.0000000000004098","title":"Investigating Swallowing and Tracheostomy Following Critical Illness: A Scoping Review","year":2019,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; St. Paul's Hospital; University of Alberta Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Data extraction; Psychological intervention; MEDLINE; Etiology; Medical diagnosis; Sample size determination; Medical record; Physical therapy; Intensive care medicine; Surgery; Nursing; Pathology","score_opus":0.1818157936015181,"score_gpt":0.5548066429932587,"score_spread":0.37299084939174054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983532660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002325578,0.96928906,0.00033391998,0.005052106,0.0038582962,0.0049811173,0.0000120816985,0.00020104635,0.016270028],"genre_scores_gemma":[0.00015265042,0.98976433,0.00080478546,0.006308119,0.0011400708,0.001140703,0.00019527753,0.00014525955,0.0003487737],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930935,0.0015659919,0.0021827442,0.0010654073,0.00088996155,0.0012024085],"domain_scores_gemma":[0.9888152,0.00927694,0.00024824683,0.0007208021,0.00029152504,0.00064727745],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024256348,0.0007906632,0.0044676843,0.00026404494,0.00090638647,0.0000330441,0.00042491528,0.00057298946,0.00075314485],"category_scores_gemma":[0.016588613,0.0005897905,0.0004708015,0.0004997529,0.0004758931,0.00027428893,0.00059869007,0.0022059407,0.00024016516],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.295871e-7,0.000009555792,0.000044649212,0.7279668,0.00006109518,0.00008066987,0.000617549,3.5374161e-9,1.7078116e-7,0.0063810423,0.0024246196,0.26241332],"study_design_scores_gemma":[0.000309082,0.000080918864,0.000001804454,0.6108053,0.0050120167,0.000006216478,0.003322912,0.000002004438,1.8385721e-8,0.0001068141,0.3799527,0.0004002257],"about_ca_topic_score_codex":0.00003248701,"about_ca_topic_score_gemma":0.000011029872,"teacher_disagreement_score":0.37752807,"about_ca_system_score_codex":0.00034056764,"about_ca_system_score_gemma":0.0009495727,"threshold_uncertainty_score":0.99965537},"labels":[],"label_agreement":null},{"id":"W2984085310","doi":"10.20960/nh.02690","title":"Consistencies and terminologies – the use of IDDSI","year":2019,"lang":"es","type":"article","venue":"Nutrición Hospitalaria","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Dysphagia; Consistency (knowledge bases); Medicine; Standardization; Physical therapy; Audiology; Surgery; Computer science; Artificial intelligence","score_opus":0.07001286825574612,"score_gpt":0.34055713630813444,"score_spread":0.2705442680523883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984085310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781719,0.002327218,0.00003053105,0.008250039,0.0025348272,0.002557745,0.000046777248,0.000080934195,0.006000035],"genre_scores_gemma":[0.9823623,0.0029546681,0.00069625623,0.0008236766,0.0000853456,0.000060684462,0.000012220683,0.000031401814,0.012973487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772173,0.00035512025,0.00064445514,0.0003931854,0.00034920912,0.0005363031],"domain_scores_gemma":[0.99690145,0.0014957063,0.0005365684,0.00079660397,0.00019733534,0.00007235907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004696857,0.00029196197,0.0005337539,0.00017031183,0.00032181523,0.000109116925,0.00035186464,0.00028830866,0.00035074583],"category_scores_gemma":[0.000288393,0.00019367902,0.000111618174,0.00032379775,0.00034032195,0.00038755243,0.0007463698,0.00050072506,0.00025671558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052403342,0.00018336608,0.79080635,0.0010804655,0.00030663298,0.000007622793,0.0016594467,0.0000056015037,0.00012485943,0.16631328,0.035758585,0.0037013642],"study_design_scores_gemma":[0.0010661206,0.0004223778,0.8090052,0.00038436553,0.0002725133,0.0000011749803,0.00569765,0.00032978546,0.000043369237,0.00088817294,0.18164122,0.00024807904],"about_ca_topic_score_codex":0.0003472244,"about_ca_topic_score_gemma":0.000009103494,"teacher_disagreement_score":0.1654251,"about_ca_system_score_codex":0.000058175323,"about_ca_system_score_gemma":0.00012342862,"threshold_uncertainty_score":0.7898001},"labels":[],"label_agreement":null},{"id":"W2992481188","doi":"10.1044/2019_ajslp-19-0116","title":"Late Dysphagia Following Radiotherapy After Nasopharyngeal Carcinoma: A Case Series","year":2019,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; Richmond Hospital; University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Nasopharyngeal carcinoma; Population; Radiation therapy; Medical record; Head and neck cancer; Airway; Retrospective cohort study; Bolus (digestion); Physical therapy; Pediatrics; Surgery","score_opus":0.010352485602183529,"score_gpt":0.3403160989629775,"score_spread":0.32996361336079394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992481188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911768,0.0020119064,0.00044463002,0.0011346604,0.0022781312,0.0005338925,0.000011724979,0.000047242786,0.0023610159],"genre_scores_gemma":[0.9796736,0.00012126064,0.011660824,0.0024663927,0.0005957912,0.00003018641,0.0000049222,0.00006403144,0.0053829397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970162,0.00072260306,0.00088705414,0.00031477748,0.00032512544,0.0007342483],"domain_scores_gemma":[0.99804753,0.00023055985,0.00093706674,0.00043403474,0.00013022835,0.00022056427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011246004,0.00029760977,0.0008923314,0.00034669705,0.00017973433,0.000019038338,0.00030377554,0.00011432594,0.0019357506],"category_scores_gemma":[0.000045123743,0.00024651675,0.0002840435,0.00034419735,0.00016530465,0.000392648,0.00013916327,0.0008616596,0.0002143771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001681858,0.00018408628,0.5328685,0.00017961125,0.00086148555,0.33393013,0.035619367,0.000017785296,0.015710447,0.00023876081,0.001704495,0.07700346],"study_design_scores_gemma":[0.03864696,0.023330173,0.38950163,0.0011604402,0.0026265949,0.115534805,0.36713403,0.00041121818,0.002349365,0.0007662712,0.054439142,0.004099369],"about_ca_topic_score_codex":0.00019131796,"about_ca_topic_score_gemma":0.00007890797,"teacher_disagreement_score":0.3315147,"about_ca_system_score_codex":0.00021150557,"about_ca_system_score_gemma":0.0002200502,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W2994597531","doi":"10.1002/9781119973331.ch11","title":"Oculopharyngeal Muscular Dystrophy","year":2011,"lang":"en","type":"other","venue":"Neuromuscular Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Dysphagia; Ptosis; Weakness; Myotomy; Muscular dystrophy; Cricopharyngeal myotomy; Surgery; Esophagus; Achalasia; Internal medicine","score_opus":0.023656508114962716,"score_gpt":0.33564418018341463,"score_spread":0.3119876720684519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994597531","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014552314,0.0014306701,0.001029208,0.00029169724,0.0039080866,0.0027069533,0.000046465328,0.0010654702,0.98937595],"genre_scores_gemma":[0.0012273423,0.0032619168,0.0006786663,0.0014767739,0.0006947301,0.0006705818,0.0002509285,0.0016317659,0.9901073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643344,0.00057504803,0.0005199421,0.0009059354,0.0005817147,0.0009839017],"domain_scores_gemma":[0.99798757,0.000046737037,0.00045653296,0.001240363,0.00003565665,0.00023311457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024572964,0.0006530677,0.00071675936,0.0004973526,0.0003281255,0.000015981217,0.00069633895,0.0006264946,0.04100686],"category_scores_gemma":[0.00003630305,0.00061397394,0.00041425647,0.0003028965,0.000113840164,0.00007701243,0.00041941935,0.00079354027,0.0076991846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016219114,0.00015220974,0.0013496367,0.0008000487,0.00045500667,0.000047259186,0.00018896224,8.0193587e-7,0.000011958433,0.0033750786,0.9893813,0.004221498],"study_design_scores_gemma":[0.0013150686,0.00009044074,0.0030957076,0.00020407459,0.0003167629,2.8404196e-7,0.0001772599,0.000008185372,4.6947332e-7,0.0004081344,0.99383426,0.000549348],"about_ca_topic_score_codex":0.0013129395,"about_ca_topic_score_gemma":0.0010333775,"teacher_disagreement_score":0.033307675,"about_ca_system_score_codex":0.0000696653,"about_ca_system_score_gemma":0.00015340293,"threshold_uncertainty_score":0.99963117},"labels":[],"label_agreement":null},{"id":"W2995035623","doi":"10.1038/s41598-019-56035-4","title":"Diaphragmatic dysfunction associates with dyspnoea, fatigue, and hiccup in haemodialysis patients: a cross-sectional study","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Government of Jiangsu Province; Southeast University; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Medicine; Diaphragmatic breathing; Diaphragm (acoustics); Internal medicine; Cardiology; Wasting; Kidney disease; Breathing; Anesthesia; Pathology","score_opus":0.02829451247180183,"score_gpt":0.3659164943987421,"score_spread":0.33762198192694026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995035623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98470753,0.000013757054,0.00006578126,0.000048124355,0.00577283,0.0026414532,0.0000026023536,0.0000692314,0.006678677],"genre_scores_gemma":[0.97835165,0.0000013790019,0.000086677814,0.00005498108,0.000035808625,0.000302351,0.0001078817,0.000017856533,0.02104144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669486,0.0002732138,0.0008710247,0.00083249266,0.0008902968,0.0004381049],"domain_scores_gemma":[0.99824494,0.00016254443,0.0006295629,0.0005573388,0.00031235686,0.00009324549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034407366,0.00017622861,0.00030486463,0.00039773967,0.0006797187,0.00021892787,0.000089661335,0.00009356725,0.0006651106],"category_scores_gemma":[0.00016691018,0.00013743236,0.000040700972,0.0007442613,0.00008588579,0.00051126786,0.00016123599,0.00028273257,0.0000998674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029309342,0.00040853192,0.99587196,0.00008489516,0.00007499072,0.000025067407,0.0013208133,0.00008199361,0.000041822223,0.00006532099,0.0017794706,0.0002158344],"study_design_scores_gemma":[0.001334746,0.00013310817,0.99400246,0.00005970451,0.000041861458,8.864385e-7,0.0015943665,0.00016891872,0.000005214048,0.0010014101,0.0014960121,0.0001613231],"about_ca_topic_score_codex":0.00036428947,"about_ca_topic_score_gemma":0.0010354193,"teacher_disagreement_score":0.014362762,"about_ca_system_score_codex":0.00029338372,"about_ca_system_score_gemma":0.00015961645,"threshold_uncertainty_score":0.72824943},"labels":[],"label_agreement":null},{"id":"W2996403149","doi":"10.1002/lary.28450","title":"Three‐dimensional analysis of the human pharyngoesophageal sphincter","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anatomy; Cadaver; Dilator; Medicine; Esophagus; Dysphagia; Human kidney; Lumen (anatomy); Kidney; Surgery","score_opus":0.030058027332771246,"score_gpt":0.3697505880329163,"score_spread":0.3396925607001451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996403149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576946,0.000107694854,0.00006316937,0.0024738978,0.0007949445,0.0011748659,0.00002113502,0.000046252528,0.03762344],"genre_scores_gemma":[0.9753573,0.000004114281,0.00006616174,0.0033364878,0.000111924164,0.000054120374,0.000034563323,0.00002083227,0.021014472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810153,0.0003053286,0.00046384285,0.00025491652,0.00048183266,0.0003925465],"domain_scores_gemma":[0.99838793,0.00024463164,0.00030743968,0.00092558376,0.000084844265,0.000049586346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009323998,0.00016525146,0.00038475762,0.00012453359,0.00059680286,0.000009759129,0.000675829,0.00008095107,0.010143937],"category_scores_gemma":[0.000013468561,0.00008262723,0.0002483727,0.0008731821,0.00008929232,0.00010838901,0.0006792172,0.00043685362,0.00075207296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005062945,0.00016538144,0.91039413,0.00011689443,0.0027496226,0.0000027771262,0.0010268615,0.00026579187,0.0048300847,0.03716852,0.042947944,0.00028135505],"study_design_scores_gemma":[0.0007533679,0.000040716026,0.9811132,0.00005365144,0.0012148571,1.3040587e-7,0.00014594344,0.0015910735,0.00015517083,0.0010632344,0.013749126,0.00011955622],"about_ca_topic_score_codex":0.00056578807,"about_ca_topic_score_gemma":0.0008143288,"teacher_disagreement_score":0.07071903,"about_ca_system_score_codex":0.000057389065,"about_ca_system_score_gemma":0.00007921251,"threshold_uncertainty_score":0.9907609},"labels":[],"label_agreement":null},{"id":"W3000143978","doi":"10.1044/2019_jslhr-19-00007","title":"Measuring Hyoid Excursion Across the Life Span: Anatomical Scaling to Control for Variation","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Excursion; Life span; Statistics; Mathematics; Orthodontics; Medicine; Gerontology","score_opus":0.21344379435932775,"score_gpt":0.5064687494814861,"score_spread":0.29302495512215837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000143978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94657636,0.00046016756,0.012427539,0.038979333,0.00021350622,0.0009956962,0.000005429829,0.000015882548,0.00032609105],"genre_scores_gemma":[0.9944275,0.000062451065,0.0018659045,0.0017652261,0.0015861312,0.000023585346,9.913865e-7,0.00001748041,0.0002506982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99790007,0.0003277823,0.0004466218,0.00015928279,0.0006552842,0.0005109315],"domain_scores_gemma":[0.9980761,0.00090052036,0.00014170984,0.00012244676,0.00041913943,0.0003400838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006329117,0.00008258034,0.0002403679,0.000107367545,0.00084514526,0.00009131902,0.00023732363,0.00007867541,0.00006134591],"category_scores_gemma":[0.0016539413,0.000054798238,0.000063472806,0.00023435024,0.000029884082,0.00015601245,0.00022437412,0.000910154,0.000023344654],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009296432,0.00038932206,0.097811505,0.0036148832,0.0012494305,0.00043435287,0.33411103,0.00088977895,0.17936985,0.0089792805,0.06267355,0.3011806],"study_design_scores_gemma":[0.023702342,0.0032196536,0.50919014,0.0025212339,0.00038480092,0.00003561841,0.30767736,0.031663828,0.006083894,0.0026791687,0.11194178,0.00090015377],"about_ca_topic_score_codex":0.00013071521,"about_ca_topic_score_gemma":0.000025780617,"teacher_disagreement_score":0.41137865,"about_ca_system_score_codex":0.000097554796,"about_ca_system_score_gemma":0.00016292628,"threshold_uncertainty_score":0.6500259},"labels":[],"label_agreement":null},{"id":"W3000192382","doi":"10.35437/intnur.issn.2663-4481.2019.01.03.01","title":"Analysis of Adaptation Process of Evidence-Based Interventions (EBIs) by Taking Post-Stroke Dysphagia Screening As an Example--Based on a Series of Empirical Studies","year":2019,"lang":"en","type":"article","venue":"Journal of Integrative Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Series (stratigraphy); Dysphagia; Adaptation (eye); Stroke (engine); Psychological intervention; Process (computing); Computer science; Medicine; Psychology; Engineering; Neuroscience; Surgery; Psychiatry; Mechanical engineering; Biology","score_opus":0.32537730487267014,"score_gpt":0.5418848278645018,"score_spread":0.21650752299183162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000192382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91068476,0.000622582,0.08617005,0.0010232142,0.0003468153,0.00059777254,0.000043078482,0.00001237782,0.00049936806],"genre_scores_gemma":[0.992759,0.000032498374,0.006654429,0.00017206784,0.000028855065,0.000015692287,0.000024119949,0.00001778997,0.00029556395],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9957178,0.0013014305,0.0017041889,0.00022744467,0.00080073124,0.00024840556],"domain_scores_gemma":[0.9905014,0.0019944625,0.0040629683,0.00023340456,0.0031217553,0.00008602469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025573166,0.00022977103,0.0010606935,0.0012656127,0.00016210656,0.000013498701,0.00026671222,0.00009896819,0.00025025377],"category_scores_gemma":[0.0015931766,0.0001522931,0.0005279588,0.00094020035,0.00019281678,0.0008342095,0.000022176462,0.00051547517,0.0000012110572],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017640611,0.0046745827,0.6126584,0.0049692397,0.01358368,0.000017010652,0.18914577,0.06280495,0.044438835,0.002693951,0.0012418155,0.04613115],"study_design_scores_gemma":[0.0035815588,0.013827452,0.12180624,0.063380286,0.0064305863,0.0000014591722,0.69999516,0.06446548,0.025587646,0.00044945235,0.000054235126,0.00042043897],"about_ca_topic_score_codex":0.00022815248,"about_ca_topic_score_gemma":0.00020420265,"teacher_disagreement_score":0.5108494,"about_ca_system_score_codex":0.00029278148,"about_ca_system_score_gemma":0.00046824943,"threshold_uncertainty_score":0.62103325},"labels":[],"label_agreement":null},{"id":"W3002346074","doi":"10.3390/geriatrics5010004","title":"Assessment and Management of Dysphagia in Acute Stroke: An Initial Service Review of International Practice","year":2020,"lang":"en","type":"article","venue":"Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Acute stroke; Best practice; Clinical Practice; Physical therapy; Intensive care medicine; Nursing; Surgery; Emergency department","score_opus":0.058978622805747456,"score_gpt":0.47014847681107896,"score_spread":0.4111698540053315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002346074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21792,0.01946595,0.029305164,0.1864647,0.0071857464,0.016475921,0.00085172383,0.00035327268,0.52197754],"genre_scores_gemma":[0.4596368,0.33788657,0.15237997,0.047501296,0.0005242737,0.0004974626,0.0005121272,0.00008993028,0.0009715446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804485,0.0002959922,0.0007572883,0.00024990662,0.00044774506,0.00020424223],"domain_scores_gemma":[0.9987169,0.00013769683,0.00056352036,0.00021041193,0.00027473347,0.00009673399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009732328,0.00012373256,0.00031562554,0.00009506677,0.000049258346,0.0000070359033,0.0002682667,0.000062750296,0.0004047579],"category_scores_gemma":[0.000047997633,0.00012211042,0.000030255085,0.00044930537,0.000014776094,0.0003701347,0.0004406095,0.000256407,0.000012261883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021639154,0.004065919,0.20879675,0.28613847,0.007051898,0.00083737087,0.013727407,0.00014935753,0.0021052156,0.29067746,0.09252243,0.09176381],"study_design_scores_gemma":[0.0120575335,0.001135474,0.46619126,0.00787,0.0031411727,0.000004787752,0.017816301,0.0034014473,0.00009646322,0.00038988612,0.4869901,0.0009055731],"about_ca_topic_score_codex":0.00006395432,"about_ca_topic_score_gemma":0.000017107084,"teacher_disagreement_score":0.521006,"about_ca_system_score_codex":0.00008257076,"about_ca_system_score_gemma":0.00013350614,"threshold_uncertainty_score":0.4979518},"labels":[],"label_agreement":null},{"id":"W3004336419","doi":"10.1044/2019_ajslp-19-00107","title":"Effects of Expiratory Muscle Strength Training on Videofluoroscopic Measures of Swallowing: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Physical therapy; Physical medicine and rehabilitation; Oropharyngeal dysphagia; Population; Rehabilitation; Surgery","score_opus":0.06281716962749961,"score_gpt":0.4206701750959576,"score_spread":0.357853005468458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004336419","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000585756,0.9950741,0.00020565344,0.000108218585,0.0006875628,0.00279242,0.000018845312,0.000026066544,0.00050138356],"genre_scores_gemma":[0.0012108027,0.99565184,0.0015792158,0.0009365642,0.00026836857,0.00015854923,0.000008676658,0.00008733191,0.00009866803],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99040097,0.004450741,0.0035545847,0.0003675999,0.0007196756,0.0005064162],"domain_scores_gemma":[0.9878729,0.002315336,0.008786545,0.00056722236,0.00023678488,0.00022120799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024945275,0.00055342837,0.008161805,0.00054370775,0.0000820903,0.000004971955,0.00081458985,0.0002566772,0.000086271866],"category_scores_gemma":[0.002205395,0.00039563223,0.0009735227,0.00065652264,0.00022294802,0.00007743531,0.00017588872,0.0017345325,0.00003314143],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009861071,0.000078450605,0.0000036436913,0.57869464,0.00058455806,0.0011154963,0.0026727424,7.908991e-8,0.00008256974,0.00006288321,0.0002527342,0.41644233],"study_design_scores_gemma":[0.00072114676,0.0021100054,0.000026747619,0.9243593,0.008972361,0.000085336156,0.00717063,4.400257e-7,0.000031514042,0.0000068412696,0.056153033,0.00036261565],"about_ca_topic_score_codex":0.000016401935,"about_ca_topic_score_gemma":0.000003133127,"teacher_disagreement_score":0.4160797,"about_ca_system_score_codex":0.00021574755,"about_ca_system_score_gemma":0.0009277414,"threshold_uncertainty_score":0.99984956},"labels":[],"label_agreement":null},{"id":"W3007657227","doi":"10.3390/geriatrics5010011","title":"A New Simple Screening Tool—4QT: Can It Identify Those with Swallowing Problems? A Pilot Study","year":2020,"lang":"en","type":"article","venue":"Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Physical therapy; Stroke (engine); Predictive value; Population; Health care; Speech-Language Pathology; Acute care; Family medicine; Pediatrics; Surgery; Internal medicine","score_opus":0.13892427818658523,"score_gpt":0.40484775685735847,"score_spread":0.26592347867077326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007657227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77375466,0.0002239889,0.18127699,0.02036438,0.0011633186,0.010415759,0.000031333406,0.0010297898,0.011739774],"genre_scores_gemma":[0.98004365,0.000032883636,0.010000614,0.0040183063,0.00073078356,0.00025019425,0.00004042018,0.000078138626,0.0048050354],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971815,0.00028147563,0.00063213706,0.0005468494,0.0006183762,0.00073970377],"domain_scores_gemma":[0.9987091,0.00015795689,0.00029879788,0.00039560386,0.000111671594,0.00032688468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007450116,0.00027963513,0.0003919906,0.00012656122,0.0006984681,0.000102208935,0.00038515683,0.00005959238,0.00060362817],"category_scores_gemma":[0.000121325626,0.00023801386,0.00005217843,0.0009276248,0.00001047523,0.0002761573,0.00052285445,0.00055665104,0.00018877868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081330823,0.0008660453,0.6051335,0.0011937692,0.000906875,0.00031974984,0.05375717,0.00091989344,0.00050848624,0.0015771374,0.3221109,0.011893184],"study_design_scores_gemma":[0.025673017,0.012780844,0.35870838,0.0005343061,0.0021120517,0.0000026549897,0.09978351,0.0022727181,0.000023767054,0.0009808867,0.49458554,0.0025423267],"about_ca_topic_score_codex":0.0014563429,"about_ca_topic_score_gemma":0.0013337574,"teacher_disagreement_score":0.24642512,"about_ca_system_score_codex":0.00011194827,"about_ca_system_score_gemma":0.00045733506,"threshold_uncertainty_score":0.9705923},"labels":[],"label_agreement":null},{"id":"W3007815509","doi":"10.1093/jcag/gwz047.143","title":"A144 A MULTIDISCIPLINARY TEAM APPROACH REDUCES PEG SITE COMPLICATIONS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Population; PEG ratio; Adverse effect; Intensive care medicine; Surgery; Internal medicine","score_opus":0.03661469188118447,"score_gpt":0.3358085972308285,"score_spread":0.299193905349644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007815509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984435,0.000017010292,0.0007501905,0.18205698,0.0010523722,0.00070711743,0.00009228067,0.000013954715,0.016866583],"genre_scores_gemma":[0.9920361,0.0000108495915,0.0013223357,0.0052923174,0.00022902522,0.000012595045,0.000011050959,0.000011463418,0.0010742499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787366,0.0006967155,0.00068128825,0.00010961219,0.00027920862,0.00035950358],"domain_scores_gemma":[0.99738276,0.000109398585,0.0017209409,0.00014068793,0.00036916003,0.00027707207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092209596,0.00009402659,0.00030577928,0.00013856497,0.00042374848,0.000008757392,0.00040750444,0.000107251326,0.000064139975],"category_scores_gemma":[0.00028428793,0.00007277338,0.00015179843,0.00015850642,0.00004143689,0.00010252518,0.00010974679,0.0005700843,0.000022558592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080394,0.000052534688,0.83889383,0.00003154675,0.0001998177,8.3841206e-7,0.0020063557,0.00022110777,0.00028964234,0.00040971642,0.15778068,0.00003354182],"study_design_scores_gemma":[0.0018077154,0.0003801049,0.9617457,0.00004778837,0.00015658501,0.000004404674,0.0016828288,0.0009658437,0.000007020449,0.00014784564,0.032993518,0.00006063661],"about_ca_topic_score_codex":0.0011560596,"about_ca_topic_score_gemma":0.046660673,"teacher_disagreement_score":0.19359261,"about_ca_system_score_codex":0.000920165,"about_ca_system_score_gemma":0.00051650114,"threshold_uncertainty_score":0.9707353},"labels":[],"label_agreement":null},{"id":"W3007913660","doi":"10.1111/jep.13372","title":"Do stroke clinical practice guideline recommendations for the intervention of thickened liquids for aspiration support evidence based decision making? A systematic review and narrative synthesis","year":2020,"lang":"en","type":"review","venue":"Journal of Evaluation in Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Stroke Association; American Heart Association; Heart and Stroke Foundation of Canada; U.S. Department of Defense","keywords":"Medicine; CINAHL; Intervention (counseling); MEDLINE; Systematic review; Stroke (engine); Guideline; Dysphagia; Cochrane Library; Evidence-based medicine; Evidence-based practice; Psychological intervention; Family medicine; Alternative medicine; Nursing; Pathology; Surgery","score_opus":0.5791496490247287,"score_gpt":0.7054241599732508,"score_spread":0.12627451094852216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007913660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.840262e-7,0.76870674,0.16535215,0.047290433,0.0019749538,0.016508099,0.000054016517,0.000008687373,0.00010454058],"genre_scores_gemma":[0.000051122868,0.8781888,0.110378,0.007901772,0.0005433168,0.0028083988,0.0000382944,0.000042886953,0.000047410347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9491477,0.029177958,0.019197227,0.00060981105,0.0015796643,0.00028762507],"domain_scores_gemma":[0.58043087,0.37987515,0.030347949,0.0006361177,0.008575051,0.0001348578],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.23225653,0.00037095565,0.0037175207,0.00029482882,0.00037803483,0.000077327895,0.00055321475,0.00054483843,0.0003029023],"category_scores_gemma":[0.7251198,0.00023826807,0.0014063353,0.0005067554,0.000083791885,0.0015037514,0.00018874808,0.0018862466,0.000011583363],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010660355,0.0006392277,0.000008294947,0.2805641,0.0014994902,0.0000027389915,0.00019777783,0.000011761348,2.1600972e-8,0.00043825083,0.038953494,0.6766188],"study_design_scores_gemma":[0.0012926647,0.0018488168,0.0000074074233,0.3808838,0.04496213,0.000010819845,0.002046939,0.0025639606,2.0077822e-8,0.00024259322,0.5659928,0.00014803893],"about_ca_topic_score_codex":0.0000050248073,"about_ca_topic_score_gemma":0.000017996697,"teacher_disagreement_score":0.67647076,"about_ca_system_score_codex":0.0004685724,"about_ca_system_score_gemma":0.0030451256,"threshold_uncertainty_score":0.971629},"labels":[],"label_agreement":null},{"id":"W3008830370","doi":"10.3390/ijerph17041459","title":"Frequent Karaoke Training Improves Frontal Executive Cognitive Skills, Tongue Pressure, and Respiratory Function in Elderly People: Pilot Study from a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"RIKEN","keywords":"Sarcopenia; Physical therapy; Medicine; Randomized controlled trial; Cognition; Montreal Cognitive Assessment; Physical medicine and rehabilitation; Audiology; Gerontology; Psychology; Internal medicine; Cognitive impairment; Psychiatry","score_opus":0.11402556759343692,"score_gpt":0.43314280423145557,"score_spread":0.31911723663801866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008830370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98362434,0.0022773044,0.000291867,0.0063723614,0.0006965762,0.0059991777,0.00008850893,0.000009383345,0.0006404741],"genre_scores_gemma":[0.9958242,0.0012524045,0.000054770408,0.0015581943,0.0006466327,0.00041142234,0.000030289792,0.000018104316,0.00020395622],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9925649,0.003794808,0.0013759813,0.00035050197,0.0013928262,0.0005209539],"domain_scores_gemma":[0.99554354,0.0029261974,0.000727383,0.00007419546,0.00015101563,0.0005776615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007358911,0.00018680874,0.001002694,0.0003972481,0.00029419523,0.00010272805,0.00023448328,0.000064575404,0.00039263064],"category_scores_gemma":[0.0015938942,0.00014470106,0.00008098028,0.0001076039,0.00018364987,0.00053046626,0.0002621492,0.001157292,0.0000067564188],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90931624,0.00449539,0.023310669,0.000036028974,0.002428797,0.00006997471,0.029332872,0.0000010896741,0.000298692,0.0004314193,0.0007529412,0.029525878],"study_design_scores_gemma":[0.80666006,0.014752691,0.11053413,0.00012076529,0.00007167095,0.0000013833637,0.06497885,0.00012214697,0.0000011201597,0.0005788994,0.0020559519,0.00012234149],"about_ca_topic_score_codex":0.0011370718,"about_ca_topic_score_gemma":0.00080040866,"teacher_disagreement_score":0.1026562,"about_ca_system_score_codex":0.00031930007,"about_ca_system_score_gemma":0.0007448906,"threshold_uncertainty_score":0.59007376},"labels":[],"label_agreement":null},{"id":"W3008848486","doi":"10.1016/j.jvir.2019.12.264","title":"3:36 PM Abstract No. 222 Percutaneous radiologic gastrostomy with and without gastropexy: a prospective comparison","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Gastropexy; Medicine; Surgery; Gastrostomy; Dysphagia; Fluoroscopy; Percutaneous endoscopic gastrostomy; Randomized controlled trial; Percutaneous; General surgery; Internal medicine; Stomach","score_opus":0.03367292910966906,"score_gpt":0.36374131899034795,"score_spread":0.3300683898806789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008848486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809078,0.0025303853,0.011927264,0.0016935391,0.00036297768,0.00056875043,0.000011072837,0.000024148314,0.0019740416],"genre_scores_gemma":[0.9940771,0.00030427577,0.0044107824,0.0005461303,0.0004612977,0.0000136974195,0.000010036493,0.000016122634,0.00016056628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982322,0.00031863654,0.0006860006,0.00024036191,0.00022210454,0.0003007118],"domain_scores_gemma":[0.998774,0.00010698286,0.00056095043,0.00008447615,0.00025635163,0.0002172289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006205882,0.000185195,0.000609688,0.00009022044,0.00020958872,0.000019271385,0.00013832506,0.000096371805,0.00047619603],"category_scores_gemma":[0.00012606266,0.00012550074,0.00018113428,0.0000620747,0.000164548,0.00016144056,0.00009410107,0.00071326003,0.00002431624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023831401,0.00023214075,0.9795807,0.00036520234,0.0016303126,0.00017107866,0.0009594319,0.00010114906,0.00095102366,0.0017196632,0.010885684,0.0010204884],"study_design_scores_gemma":[0.0047228867,0.0070154443,0.95864594,0.00041607974,0.0003540031,0.0013874483,0.0019363901,0.000668347,0.0000067274977,0.00036257415,0.02425491,0.00022924996],"about_ca_topic_score_codex":0.0000124333665,"about_ca_topic_score_gemma":0.000010328149,"teacher_disagreement_score":0.020934746,"about_ca_system_score_codex":0.00008007815,"about_ca_system_score_gemma":0.00008668866,"threshold_uncertainty_score":0.5214013},"labels":[],"label_agreement":null},{"id":"W3011970521","doi":"10.1044/2019_jslhr-19-00163","title":"Respiratory–Swallow Coordination in Healthy Adults During Drinking of Thin to Extremely Thick Liquids: A Research Note","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Dysphagia; Respiratory system; Expiration; Respiratory tract; Airway; Medicine; Respiratory physiology; Audiology; Typically developing; Anesthesia; Psychology; Internal medicine; Developmental psychology; Surgery; Autism","score_opus":0.18967247617594002,"score_gpt":0.5161857940571404,"score_spread":0.32651331788120036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011970521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978054,0.0007765412,0.00006527762,0.0178792,0.0001072966,0.0009242,0.0000014899524,0.000015996045,0.0021759945],"genre_scores_gemma":[0.9966563,0.00019149185,0.0015736484,0.00046188457,0.0006090452,0.000023117025,9.199311e-7,0.000025446945,0.00045817363],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9947979,0.0012867963,0.0010073008,0.0003140998,0.0017404864,0.0008534231],"domain_scores_gemma":[0.9971978,0.0008575362,0.00024145722,0.00023538868,0.0010545388,0.00041325067],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01294265,0.00012669234,0.00042209015,0.0012905638,0.00050895446,0.00005101087,0.00040853504,0.00016420502,0.00013853287],"category_scores_gemma":[0.0019738204,0.00011183846,0.00005663593,0.0013398489,0.00007306476,0.00031686446,0.0006789265,0.0029780937,0.00003311447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023837706,0.00063233107,0.30645883,0.008890929,0.00018499167,0.0028492205,0.35535148,0.00014467076,0.18209644,0.0031947307,0.008730655,0.10762802],"study_design_scores_gemma":[0.020368531,0.015216172,0.63361716,0.016194044,0.00004734948,0.000027261829,0.26391235,0.0020403408,0.015094269,0.0012482199,0.031385794,0.00084852916],"about_ca_topic_score_codex":0.001134542,"about_ca_topic_score_gemma":0.00097079016,"teacher_disagreement_score":0.32715833,"about_ca_system_score_codex":0.00039611003,"about_ca_system_score_gemma":0.00053453335,"threshold_uncertainty_score":0.99932206},"labels":[],"label_agreement":null},{"id":"W3014124574","doi":"","title":"Effects of pharyngeal electrical stimulation on swallow timings, clearance and safety: adhoc analysis from the Swallowing Treatment using Electrical Pharyngeal Stimulation (STEPS) Trial","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Swallowing; Stimulation; Physical medicine and rehabilitation; Pharyngeal muscles; Electric stimulation; Dysphagia; Functional electrical stimulation; Physical therapy; Surgery; Internal medicine","score_opus":0.08488914106362493,"score_gpt":0.3857953779768227,"score_spread":0.30090623691319773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014124574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99425405,0.00016066237,0.0017968018,0.00046665297,0.00011887038,0.0030052678,0.00000648252,0.00002832249,0.00016291518],"genre_scores_gemma":[0.9989013,0.00035170763,0.00031360515,0.000057322763,0.00012708253,0.000008093534,0.00004463796,0.000018728102,0.00017753929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959785,0.0017522327,0.00037080774,0.000455614,0.00091440737,0.0005284762],"domain_scores_gemma":[0.99455684,0.0044693695,0.0002560537,0.00043612067,0.00017553777,0.00010610152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013032071,0.00019752594,0.00052721216,0.00036196655,0.00074890174,0.000018124952,0.00037424557,0.00014216,0.00016466755],"category_scores_gemma":[0.00010646909,0.0001435859,0.00020753276,0.0009398635,0.00013003663,0.00027379033,0.00023105946,0.00055549317,0.000053806474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23029885,0.00414552,0.45441785,0.001038022,0.012385162,0.00011856777,0.14757209,0.031054605,0.021060444,0.0036541603,0.0025372442,0.09171749],"study_design_scores_gemma":[0.048136756,0.0034514407,0.66022813,0.00036579437,0.002294443,1.9018681e-7,0.005331753,0.27609468,0.0005895714,0.00026591116,0.0028992814,0.00034204035],"about_ca_topic_score_codex":0.00028265288,"about_ca_topic_score_gemma":0.000016418857,"teacher_disagreement_score":0.24504007,"about_ca_system_score_codex":0.00064245914,"about_ca_system_score_gemma":0.00017716961,"threshold_uncertainty_score":0.5855263},"labels":[],"label_agreement":null},{"id":"W3017321396","doi":"10.1044/2020_jslhr-19-00051","title":"A Cross-Sectional, Quantitative Videofluoroscopic Analysis of Swallowing Physiology and Function in Individuals With Amyotrophic Lateral Sclerosis","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Dysphagia; Medicine; Amyotrophic lateral sclerosis; Physical medicine and rehabilitation; Oropharyngeal dysphagia; Physiology; Physical therapy; Surgery; Internal medicine; Disease","score_opus":0.1690146425886158,"score_gpt":0.47764601240608046,"score_spread":0.30863136981746464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017321396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985296,0.00048089284,0.00008489615,0.00051258213,0.00003833323,0.00020492284,0.0000038387284,0.0000052980067,0.00013964112],"genre_scores_gemma":[0.998228,0.00027170757,0.0011530956,0.00012280233,0.00008624159,0.0000071892428,0.0000039573088,0.000008663187,0.00011835089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830985,0.00033804,0.0004606,0.00017757781,0.00043755953,0.00027639308],"domain_scores_gemma":[0.9989797,0.00039919536,0.00019878158,0.00007657302,0.00024275255,0.00010302026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018586161,0.000079272475,0.0003695553,0.00071815326,0.00020230292,0.00003688066,0.00008828423,0.00007594039,0.00019063524],"category_scores_gemma":[0.0001495464,0.000059342456,0.00004498316,0.00085519784,0.000096611744,0.00024766938,0.0001507121,0.0007339738,0.000002365309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030497962,0.00003229916,0.9611531,0.00022198491,0.00052536424,0.000024848072,0.006397099,0.00007966977,0.030437501,0.00019350529,0.000024044317,0.0006056402],"study_design_scores_gemma":[0.0011007003,0.00070162385,0.99250615,0.0001704969,0.000102789156,9.899873e-7,0.0046559386,0.0003290226,0.00025576778,0.000073991876,0.00005174049,0.000050795476],"about_ca_topic_score_codex":0.0004853397,"about_ca_topic_score_gemma":0.00012274059,"teacher_disagreement_score":0.03135308,"about_ca_system_score_codex":0.000056246234,"about_ca_system_score_gemma":0.00009366443,"threshold_uncertainty_score":0.31887916},"labels":[],"label_agreement":null},{"id":"W3017482169","doi":"10.1055/s-0039-3402440","title":"Deglutition Impairment during Dual Task in Parkinson Disease Is Associated with Cognitive Status","year":2020,"lang":"en","type":"article","venue":"International Archives of Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Parkinson's disease; Medicine; Cognitive impairment; Montreal Cognitive Assessment; Cognition; Physical medicine and rehabilitation; Disease; Physical therapy; Audiology; Internal medicine; Surgery; Psychiatry","score_opus":0.023426576042328878,"score_gpt":0.3313316024740864,"score_spread":0.3079050264317575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017482169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98257726,0.000042031872,0.00058141566,0.0033389789,0.00020055864,0.00072584406,0.00029222382,0.00004986468,0.0121918395],"genre_scores_gemma":[0.9967827,0.00009613257,0.00013583837,0.0019098344,0.00009244759,0.00016437662,0.00031575584,0.000017570705,0.00048533088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983686,0.00027138824,0.0004098036,0.0003098785,0.0002706242,0.00036966265],"domain_scores_gemma":[0.9990355,0.0003670444,0.0002834489,0.0000808855,0.00006552653,0.00016763745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086634085,0.00014344418,0.00022296708,0.00019100451,0.00009765994,0.0000057669026,0.0001533295,0.00004688714,0.00042577027],"category_scores_gemma":[0.00016785052,0.00013192046,0.00005503469,0.000107131156,0.000093614886,0.00014617301,0.00022216549,0.0003185344,0.000034293047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020933049,0.00033422236,0.9876276,0.00010532484,0.00034446034,0.00016275702,0.006484335,0.000038103284,0.000624621,0.001425412,0.00034461555,0.00041520235],"study_design_scores_gemma":[0.0034450332,0.00023661867,0.99012893,0.00029117143,0.000040369545,6.145127e-7,0.0007814895,0.0017010958,0.000085176944,0.0006014677,0.002559428,0.00012860246],"about_ca_topic_score_codex":0.00016292738,"about_ca_topic_score_gemma":0.00013726922,"teacher_disagreement_score":0.01420547,"about_ca_system_score_codex":0.00010720909,"about_ca_system_score_gemma":0.00014734878,"threshold_uncertainty_score":0.537956},"labels":[],"label_agreement":null},{"id":"W3017778215","doi":"","title":"Les tendances de recherche au sujet de la dysphagie chez le nouveau-né: Un aperçu résultant d’une exploration de texte","year":2020,"lang":"fr","type":"article","venue":"Canadian journal of speech-language pathology and audiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.1093384640037916,"score_gpt":0.4011331860272695,"score_spread":0.2917947220234779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017778215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7784802,0.030060489,0.028269742,0.15163495,0.0013318595,0.00046229438,0.00010036518,0.000035280955,0.009624849],"genre_scores_gemma":[0.9566679,0.0059749577,0.02383772,0.009289232,0.0017412453,0.000023417448,0.00002817664,0.000052191295,0.002385152],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9903287,0.007121447,0.0008036832,0.00036606853,0.00009997603,0.0012800997],"domain_scores_gemma":[0.9964934,0.001298567,0.00064796384,0.00019380136,0.0001642114,0.0012020696],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006829453,0.00033419667,0.0006997733,0.00025894708,0.00073057314,0.000039555976,0.00041072984,0.0013842327,0.0009007363],"category_scores_gemma":[0.0024282301,0.00032830937,0.00012492965,0.00035803256,0.00097510085,0.0002946553,0.00008023098,0.0027526745,0.000044071156],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004238699,0.0001778237,0.14838907,0.0010410413,0.00075960514,0.05272635,0.29257476,0.00041825644,0.024130676,0.023680901,0.021762442,0.4339152],"study_design_scores_gemma":[0.011766417,0.0049400483,0.2416501,0.0018226923,0.0018579636,0.015155999,0.4317554,0.0018335463,0.00794036,0.049460802,0.22971776,0.0020989142],"about_ca_topic_score_codex":0.016659044,"about_ca_topic_score_gemma":0.042188138,"teacher_disagreement_score":0.43181628,"about_ca_system_score_codex":0.0009767439,"about_ca_system_score_gemma":0.007226463,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W3020795114","doi":"10.1007/s00455-020-10116-z","title":"Biomechanical Biomarkers of Tongue Impairment During Swallowing in Persons Diagnosed with Amyotrophic Lateral Sclerosis","year":2020,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Amyotrophic lateral sclerosis; Dysphagia; Tongue; Neurology; Physical medicine and rehabilitation; Otorhinolaryngology; Physical therapy; Pathology; Surgery; Disease","score_opus":0.03963984556621565,"score_gpt":0.32218768103975604,"score_spread":0.2825478354735404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020795114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410874,0.0000765386,0.00019732439,0.002490697,0.00029311457,0.0012016882,0.000026154066,0.00013112067,0.0014746111],"genre_scores_gemma":[0.99757075,0.00005929169,0.0009675393,0.00077277963,0.000080609476,0.00021297598,0.00002502591,0.000046338366,0.00026468685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975538,0.0002477712,0.00063629146,0.00046765566,0.00038919479,0.0007052466],"domain_scores_gemma":[0.99907494,0.00012857573,0.00021565009,0.00027413698,0.00004852979,0.00025815866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034059156,0.0002601582,0.00044601734,0.00020190104,0.00022524626,0.000014841191,0.00027487118,0.0001362733,0.0005771474],"category_scores_gemma":[0.000042722924,0.00022060901,0.00009637675,0.00069117604,0.000056990095,0.00020631826,0.00026106936,0.00040393387,0.0000768338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018066159,0.000798546,0.8983258,0.0021040232,0.0012118921,0.0007437321,0.018456085,0.00015783544,0.068496875,0.0013631118,0.0051959055,0.0013396034],"study_design_scores_gemma":[0.010759665,0.0008310317,0.97362226,0.0010849255,0.00019355897,0.0000013817472,0.007547845,0.0022496032,0.0020485558,0.000036007434,0.0010208541,0.00060430344],"about_ca_topic_score_codex":0.00048786434,"about_ca_topic_score_gemma":0.0001560701,"teacher_disagreement_score":0.0752965,"about_ca_system_score_codex":0.00021267876,"about_ca_system_score_gemma":0.00012434447,"threshold_uncertainty_score":0.89961743},"labels":[],"label_agreement":null},{"id":"W3022590127","doi":"10.1007/s12603-020-1377-5","title":"Texture-Modified Diet for Improving the Management of Oropharyngeal Dysphagia in Nursing Home Residents: An Expert Review","year":2020,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Research Institute for Aging; University of Waterloo","funders":"Nestlé Health Science","keywords":"Medicine; Dysphagia; Malnutrition; Aspiration pneumonia; Life expectancy; Oropharyngeal dysphagia; Polypharmacy; Swallowing; Population; Expert opinion; Quality of life (healthcare); Pneumonia; Gerontology; Nursing; Intensive care medicine; Environmental health; Surgery","score_opus":0.10082748602124193,"score_gpt":0.5058244460563528,"score_spread":0.4049969600351109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022590127","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071265754,0.9739905,0.0028235584,0.01327271,0.001349455,0.008340995,0.000032289634,0.000027100734,0.00015628767],"genre_scores_gemma":[0.00022245437,0.9924099,0.0019464472,0.0036577736,0.0010017708,0.00053289393,0.000060120896,0.0000871395,0.00008151381],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121845,0.0031179655,0.0037654873,0.00034304804,0.0007679213,0.0007871393],"domain_scores_gemma":[0.9929636,0.00093620375,0.0049723783,0.000611071,0.00027620656,0.00024055222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008189484,0.0004697184,0.0025492224,0.00035572288,0.00077268406,0.000022648006,0.0011567277,0.00015849102,0.000039463313],"category_scores_gemma":[0.000062703424,0.00027759015,0.0004608607,0.00073316577,0.00007541252,0.00037391327,0.00020115083,0.0017060942,0.000006280238],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025525203,0.00033384652,0.00000307755,0.3000525,0.00025051457,0.000020808762,0.0015884101,0.0000018558104,3.3581472e-7,0.00094148895,0.013568429,0.6829835],"study_design_scores_gemma":[0.002212336,0.0008912768,0.00012937239,0.49264476,0.0017276551,0.000022972186,0.0032279575,0.0000696927,1.5288104e-7,0.0007689906,0.49800748,0.00029737063],"about_ca_topic_score_codex":0.0001283293,"about_ca_topic_score_gemma":0.000018505287,"teacher_disagreement_score":0.6826861,"about_ca_system_score_codex":0.0012147513,"about_ca_system_score_gemma":0.0007152355,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W3022760572","doi":"","title":"Effects of a sensorimotor short-term rehabilitation programme on dysphagia after cerebral infraction. a comparative study","year":2019,"lang":"en","type":"article","venue":"European Stroke Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Dysphagia; Physical medicine and rehabilitation; Rehabilitation; Medicine; Term (time); Physical therapy; Swallowing; Surgery","score_opus":0.028539343809023402,"score_gpt":0.3729202303032213,"score_spread":0.3443808864941979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022760572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96419513,0.000028314083,0.00019533168,0.00010913472,0.0016170829,0.0032564427,0.0000055019304,0.000056996443,0.030536043],"genre_scores_gemma":[0.99250066,0.000005326962,0.0010411183,0.0001387687,0.00037695572,0.00008237966,0.0000037907398,0.000038741793,0.0058122575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99547327,0.0024379294,0.00077948475,0.00028538352,0.00055835047,0.00046560462],"domain_scores_gemma":[0.99812824,0.0006873567,0.0004677898,0.00029291445,0.00024570618,0.00017798462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014246494,0.00022870915,0.0003937384,0.00024373352,0.00025917875,0.000043944976,0.00018860304,0.000042974523,0.0005180546],"category_scores_gemma":[0.000085940796,0.00018185498,0.00013601447,0.00014841581,0.000036931797,0.0003076657,0.0001283675,0.0009617443,0.0009022645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011759936,0.0017352005,0.9718286,0.00033816416,0.0005367987,0.00011411975,0.015065785,0.000026371781,0.0012969276,0.00016554962,0.0044340617,0.0032824455],"study_design_scores_gemma":[0.003420275,0.004150389,0.976212,0.00026584373,0.00014264182,0.0000027224437,0.009655527,0.000035615125,0.00004174688,0.000014140759,0.005892536,0.00016655137],"about_ca_topic_score_codex":0.000006156246,"about_ca_topic_score_gemma":0.0000074590976,"teacher_disagreement_score":0.028305508,"about_ca_system_score_codex":0.00022683956,"about_ca_system_score_gemma":0.00008024947,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W3023038376","doi":"10.1044/2020_jslhr-19-00314","title":"Measurement of Pharyngeal Residue From Lateral View Videofluoroscopic Images","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Computer vision; Artificial intelligence; Computer science; Medicine","score_opus":0.17542894225763106,"score_gpt":0.47757645533421395,"score_spread":0.3021475130765829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023038376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801824,0.007284619,0.000115465475,0.007854527,0.000175873,0.00041438427,0.0000081138,0.000014662535,0.0039499686],"genre_scores_gemma":[0.9951368,0.0012321231,0.0019484875,0.0003724715,0.00078212196,0.0000058809123,0.0000020050213,0.000018071676,0.00050206203],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971662,0.00047002474,0.0006363392,0.00016815503,0.0011623089,0.00039696903],"domain_scores_gemma":[0.99864644,0.00021209751,0.00022604666,0.00015486228,0.00052180275,0.00023872996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00324043,0.000103094644,0.00039032157,0.00017182538,0.00021937204,0.000032633936,0.00024564637,0.000072900024,0.0006514848],"category_scores_gemma":[0.00032073644,0.00007943138,0.00006176377,0.00020866413,0.00005896186,0.00021394652,0.00031154125,0.0010220788,0.000032097927],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010029703,0.00023830993,0.26363623,0.0033081595,0.00064350397,0.0011969445,0.028009087,0.0000034989475,0.54426455,0.0003819893,0.056947503,0.10036723],"study_design_scores_gemma":[0.008955636,0.0026134753,0.76833636,0.0063199913,0.0002847005,0.00001395371,0.034582622,0.00010713235,0.13378161,0.0013092953,0.043188855,0.00050636975],"about_ca_topic_score_codex":0.0010709839,"about_ca_topic_score_gemma":0.00008082049,"teacher_disagreement_score":0.5047001,"about_ca_system_score_codex":0.0001047474,"about_ca_system_score_gemma":0.00024870882,"threshold_uncertainty_score":0.71333015},"labels":[],"label_agreement":null},{"id":"W3025783507","doi":"10.1161/strokeaha.120.028949","title":"Development and Validation of a Prognostic Tool for Direct Enteral Tube Insertion After Acute Stroke","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Atrial fibrillation; Intracerebral hemorrhage; Cohort; Enteral administration; Internal medicine; Glasgow Coma Scale; Surgery; Ischemic stroke; Parenteral nutrition","score_opus":0.03822331358895572,"score_gpt":0.35545183421961274,"score_spread":0.31722852063065704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025783507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99098086,0.000027873351,0.0044069802,0.0009744486,0.00023191284,0.001637771,0.00009211873,0.000054386644,0.0015936563],"genre_scores_gemma":[0.9869726,0.000012658836,0.008644735,0.0005459236,0.00008448531,0.0008448221,0.000084186475,0.000014435091,0.0027961743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989906,0.000064013904,0.00035376468,0.00019933603,0.00016226988,0.00023004202],"domain_scores_gemma":[0.99957097,0.00008631274,0.00012487361,0.00008274513,0.00007107437,0.00006400354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019111476,0.00010721461,0.00017584917,0.00004921764,0.00012267719,0.000011078049,0.000059504902,0.000051982475,0.00009135853],"category_scores_gemma":[0.00005506092,0.000095448704,0.000037526104,0.000052873125,0.000013373388,0.00013802483,0.000099342586,0.000094099865,0.000017962977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015833864,0.00019368231,0.93519926,0.0020013552,0.0008382303,0.000008338248,0.013594335,0.0000068788227,0.018151004,0.0015053523,0.006450184,0.020468004],"study_design_scores_gemma":[0.0069082705,0.0009130541,0.7285979,0.0004321662,0.00068082684,4.6008012e-7,0.0025416745,0.0011945472,0.027446823,0.000104099076,0.23058619,0.00059400697],"about_ca_topic_score_codex":0.0000051685893,"about_ca_topic_score_gemma":0.000010019146,"teacher_disagreement_score":0.22413601,"about_ca_system_score_codex":0.000037032347,"about_ca_system_score_gemma":0.00008123714,"threshold_uncertainty_score":0.38922852},"labels":[],"label_agreement":null},{"id":"W3026210011","doi":"10.20398/jscr.v11i1.20955","title":"OROPHARYNGEAL DYSPHAGIA: AN ASSOCIATION BETWEEN DYSPHAGIA LEVEL, SYMPTOMS AND COMORBIDITY","year":2020,"lang":"en","type":"article","venue":"JOURNAL OF SURGICAL AND CLINICAL RESEARCH","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Retrospective cohort study; Comorbidity; Pneumonia; Aspiration pneumonia; Medical record; Head and neck cancer; Internal medicine; Pediatrics; Surgery; Cancer","score_opus":0.43242334675150507,"score_gpt":0.5823751756361871,"score_spread":0.14995182888468206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026210011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97021806,0.0005156712,0.00010845264,0.025025273,0.00038330702,0.00039954152,0.000025069514,0.000022559996,0.0033020386],"genre_scores_gemma":[0.98925656,0.005302407,0.00023790743,0.00062469253,0.0022814327,0.000006528576,0.000009634017,0.000019797877,0.0022610263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929583,0.00308067,0.0015411046,0.00035065305,0.0013977385,0.00067149673],"domain_scores_gemma":[0.9900553,0.0071353307,0.0005677298,0.0001470645,0.0007932475,0.0013013083],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013865658,0.00015747952,0.00077149627,0.00010582894,0.00057407643,0.00007365462,0.00032083053,0.00038803267,0.0007470141],"category_scores_gemma":[0.0018706825,0.00011397165,0.00012557214,0.00033399698,0.00021311089,0.00043924266,0.00050171156,0.0033751447,0.000087663546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005288412,0.00022292789,0.9398206,0.000121395875,0.00044359878,0.00021895106,0.00030170454,3.192775e-7,0.0000132481655,0.0013398002,0.020514362,0.036474235],"study_design_scores_gemma":[0.0044795647,0.0024591952,0.8117055,0.00008380022,0.00016108427,0.0000036041547,0.00058784726,0.00019124731,0.0000030638214,0.0011157921,0.17906845,0.00014083713],"about_ca_topic_score_codex":0.00005757473,"about_ca_topic_score_gemma":0.000017759536,"teacher_disagreement_score":0.15855408,"about_ca_system_score_codex":0.000143932,"about_ca_system_score_gemma":0.00029425728,"threshold_uncertainty_score":0.99892414},"labels":[],"label_agreement":null},{"id":"W3027450625","doi":"10.1007/s00134-020-06126-y","title":"Interventions for oropharyngeal dysphagia in acute and critical care: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University; Queen's University; Health and Social Care Research and Development Division; Public Health Agency; Queen's University Belfast; Menzies Centre for Australian Studies, King's College London, University of London","keywords":"Medicine; Swallowing; Meta-analysis; Dysphagia; Intensive care; Aspiration pneumonia; Randomized controlled trial; Psychological intervention; Stroke (engine); Oropharyngeal dysphagia; Relative risk; Strictly standardized mean difference; Anesthesiology; MEDLINE; Physical therapy; Pneumonia; Intensive care medicine; Internal medicine; Confidence interval; Surgery; Anesthesia","score_opus":0.20867747311185714,"score_gpt":0.5402821515928239,"score_spread":0.33160467848096675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027450625","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.783777e-8,0.9751742,0.00056456216,0.010435652,0.00037190545,0.012671602,0.00048743334,0.000048821097,0.00024570813],"genre_scores_gemma":[0.000048400016,0.9787093,0.00016740845,0.01170212,0.00008989801,0.007529531,0.0007848719,0.00006354681,0.0009049249],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99452716,0.0012681301,0.0025153442,0.00086029683,0.00034023458,0.0004888105],"domain_scores_gemma":[0.993198,0.0023085172,0.00077949476,0.0005610789,0.0028498152,0.00030312207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081169483,0.000670563,0.013868668,0.0006194788,0.0002070967,0.000016503858,0.00029699728,0.00027215027,0.00045671375],"category_scores_gemma":[0.0057304725,0.0004088144,0.0017591026,0.00087396026,0.00020930315,0.00008474544,0.00042725724,0.0008945483,0.000025408703],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046242067,0.0000059782783,0.0000025065542,0.92358875,0.064768404,0.00011488956,0.001709165,5.0231526e-9,9.274217e-9,0.0006658039,0.007669316,0.0014705564],"study_design_scores_gemma":[0.0003948715,0.00022366166,0.0000016090053,0.20174918,0.7102755,0.000007719499,0.01145774,0.000001642196,4.5574486e-9,0.000018947268,0.07564795,0.0002212049],"about_ca_topic_score_codex":0.0000708102,"about_ca_topic_score_gemma":0.00021499908,"teacher_disagreement_score":0.72183955,"about_ca_system_score_codex":0.00031450915,"about_ca_system_score_gemma":0.00018895074,"threshold_uncertainty_score":0.9998364},"labels":[],"label_agreement":null},{"id":"W3027539266","doi":"10.1016/j.gie.2017.03.1521","title":"Novel endoscopic scissors for the treatment of Zenker’s diverticulum","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Zenker's diverticulum; Medicine; Diverticulum (mollusc); Endoscopic treatment; Surgery; Endoscopy; General surgery; Dysphagia","score_opus":0.08711668397066605,"score_gpt":0.4163058994601307,"score_spread":0.32918921548946467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027539266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36162663,0.00047479017,0.56145775,0.014508848,0.006224869,0.0131522985,0.00036031133,0.0003599076,0.04183461],"genre_scores_gemma":[0.7984383,0.00017361484,0.18187465,0.00028998192,0.0006877708,0.0015677174,0.000028765555,0.00006456878,0.016874623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833417,0.00006532808,0.0004461329,0.00029745148,0.00023862201,0.00061831425],"domain_scores_gemma":[0.9971633,0.00113414,0.000546353,0.0008796627,0.0001684746,0.000108070155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039693172,0.00022514678,0.00032647612,0.000056597535,0.0018954455,0.000038437753,0.00058178016,0.00003427201,0.00025332393],"category_scores_gemma":[0.00052431517,0.00014327792,0.00016090386,0.000043150878,0.00020894822,0.00013762477,0.00015983485,0.000126442,0.000070683156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015828348,0.0019582077,0.8550735,0.00060793426,0.0005529848,0.000021075017,0.0022162488,0.000118199074,0.07717289,0.031808984,0.016973313,0.011913817],"study_design_scores_gemma":[0.029216044,0.0080588935,0.76821923,0.0016599225,0.0012193958,0.000042724525,0.005714503,0.006085057,0.003804886,0.0015158929,0.17384653,0.0006169149],"about_ca_topic_score_codex":0.00093238504,"about_ca_topic_score_gemma":0.00025219456,"teacher_disagreement_score":0.43681166,"about_ca_system_score_codex":0.00015369728,"about_ca_system_score_gemma":0.00014859937,"threshold_uncertainty_score":0.99940395},"labels":[],"label_agreement":null},{"id":"W3034954840","doi":"10.2196/19585","title":"User-Dependent Usability and Feasibility of a Swallowing Training mHealth App for Older Adults: Mixed Methods Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Computer science; Mobile apps; Swallowing; Human–computer interaction; Multimedia; Psychology; Medicine; Applied psychology; World Wide Web; Psychological intervention; Nursing","score_opus":0.24768045714257714,"score_gpt":0.5337003657435435,"score_spread":0.2860199086009664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034954840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685243,0.00064018916,0.009869557,0.006040901,0.0006539086,0.013630503,0.00008490922,0.0002103177,0.00034544582],"genre_scores_gemma":[0.9778395,0.0002530247,0.016491313,0.003663612,0.00026323553,0.0012910209,0.000030850606,0.000057927213,0.000109504486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925184,0.0024897973,0.0019536589,0.0012413055,0.0004811432,0.0013156607],"domain_scores_gemma":[0.9954656,0.0015893965,0.0008641886,0.0005450368,0.00023098444,0.0013048061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008176886,0.00042585182,0.0012779555,0.00014565977,0.0011625034,0.000023624887,0.0002645217,0.00015564864,0.00006461203],"category_scores_gemma":[0.000549064,0.0003806959,0.00008216944,0.00038147919,0.00011837726,0.00024751615,0.000328927,0.00082162913,0.0000038829253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072438624,0.003810062,0.6105731,0.055936486,0.00022558325,0.0000052217274,0.12895158,0.0000051918173,0.0000790685,0.0038021964,0.0030245678,0.18634304],"study_design_scores_gemma":[0.011962685,0.007808155,0.882954,0.00031470536,0.00026324723,8.4526636e-7,0.093120605,0.0011322452,0.000005421298,0.0004773197,0.0015896147,0.00037113184],"about_ca_topic_score_codex":0.000913314,"about_ca_topic_score_gemma":0.0006451181,"teacher_disagreement_score":0.2723809,"about_ca_system_score_codex":0.00030799455,"about_ca_system_score_gemma":0.00111904,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W3038287147","doi":"10.1044/2020_ajslp-20-00042","title":"The Risk of Penetration–Aspiration Related to Residue in the Pharynx","year":2020,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Pharynx; Residue (chemistry); Penetration (warfare); Medicine; Anatomy; Chemistry; Mathematics; Operations research; Biochemistry","score_opus":0.02087857530306808,"score_gpt":0.38439115524829226,"score_spread":0.3635125799452242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038287147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97326237,0.00027707504,0.00095025427,0.020826893,0.00023556083,0.00047476726,0.0000056651047,0.0000095043915,0.0039579],"genre_scores_gemma":[0.99320924,0.00020133579,0.0019410243,0.0042683175,0.00017115804,0.000012665802,0.0000032841926,0.000011812956,0.0001811718],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684286,0.0016735806,0.00083294755,0.00012517258,0.00027768407,0.0002477537],"domain_scores_gemma":[0.99780256,0.00067902723,0.0011153987,0.00021576835,0.000114374525,0.00007285917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023809376,0.00010067947,0.0002885654,0.00011064206,0.00020282637,0.000009241373,0.00041983475,0.000043811207,0.00013334502],"category_scores_gemma":[0.0005893379,0.00005728508,0.00007014475,0.0005228039,0.0001302726,0.0000880664,0.000070572176,0.0006856669,0.00005024687],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010140274,0.00018846817,0.28205734,0.000064575994,0.00027983607,0.00141548,0.20082924,0.00047062206,0.017036421,0.007245888,0.015466834,0.47393125],"study_design_scores_gemma":[0.0024786973,0.005411962,0.69954777,0.00010540026,0.00026001956,0.00012236918,0.2749706,0.0002144431,0.0006255188,0.0011173342,0.0148851825,0.0002606912],"about_ca_topic_score_codex":0.00016177942,"about_ca_topic_score_gemma":0.0003550327,"teacher_disagreement_score":0.47367057,"about_ca_system_score_codex":0.000042238476,"about_ca_system_score_gemma":0.00015832142,"threshold_uncertainty_score":0.29789197},"labels":[],"label_agreement":null},{"id":"W3039570822","doi":"10.1007/s00455-020-10151-w","title":"Translating Dysphagia Evidence into Practice While Avoiding Pitfalls: Assessing Bias Risk in Tracheostomy Literature","year":2020,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Blinding; Observational study; MEDLINE; Dysphagia; Otorhinolaryngology; Guideline; Systematic review; Critical appraisal; Evidence-based medicine; Randomized controlled trial; Intensive care medicine; Physical therapy; Family medicine; Alternative medicine; Surgery; Internal medicine; Pathology","score_opus":0.13293041866241082,"score_gpt":0.4380108518742783,"score_spread":0.3050804332118675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039570822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6209225,0.039645284,0.07477452,0.12894444,0.006331866,0.01052447,0.00009611193,0.0026785342,0.11608223],"genre_scores_gemma":[0.9653605,0.00087379373,0.0246334,0.007417243,0.0006021389,0.0002742555,0.00005970444,0.000118936325,0.0006599922],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99130535,0.0037358,0.0016009579,0.0011658536,0.0008962964,0.0012957446],"domain_scores_gemma":[0.99305993,0.0044195107,0.0010631259,0.0006071787,0.00035104898,0.0004991802],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053441827,0.0006072646,0.0007658226,0.00030487278,0.0014498591,0.00034108205,0.00071426656,0.00048180934,0.0007058147],"category_scores_gemma":[0.006481377,0.0005880814,0.00017360863,0.0019866908,0.0000796469,0.004323226,0.00033468075,0.004216602,0.00065050944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012902293,0.00092455087,0.40875408,0.0065879948,0.001172677,0.0019409447,0.38944158,0.0011048823,0.0114003215,0.013943453,0.043375894,0.12006341],"study_design_scores_gemma":[0.01685152,0.0013113477,0.13423806,0.017662471,0.0025945236,0.000038527058,0.17380357,0.07078841,0.001296294,0.0035167506,0.57238513,0.005513388],"about_ca_topic_score_codex":0.0004740514,"about_ca_topic_score_gemma":0.00024110622,"teacher_disagreement_score":0.5290092,"about_ca_system_score_codex":0.0005111768,"about_ca_system_score_gemma":0.0005684501,"threshold_uncertainty_score":0.9998501},"labels":[],"label_agreement":null},{"id":"W3039629834","doi":"10.2196/17249","title":"Guideline Recommendations for Oral Care After Acquired Brain Injury: Protocol for a Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; University Health Network; Toronto General Hospital; Ottawa Hospital; Heart and Stroke Foundation; University of Ottawa","funders":"","keywords":"Protocol (science); Guideline; MEDLINE; Medicine; Systematic review; Health care; Acquired brain injury; Family medicine; Alternative medicine; Nursing; Rehabilitation; Pathology; Physical therapy","score_opus":0.6296196308554101,"score_gpt":0.7450709379796303,"score_spread":0.11545130712422025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039629834","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.3023032e-11,0.097139835,0.00077428675,0.010279298,0.000032139607,0.88969153,0.0011213332,0.00022398727,0.0007375986],"genre_scores_gemma":[2.4190105e-10,0.056886353,0.0047862637,0.003014251,0.000633835,0.9214018,0.0014361202,0.00030285085,0.011538555],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9838213,0.0070897075,0.0046653994,0.0013469191,0.0012194983,0.0018571982],"domain_scores_gemma":[0.9902002,0.0030328697,0.0018487461,0.0018065593,0.0026044694,0.0005071628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010408955,0.00091307546,0.0047246167,0.00057547516,0.0012359809,0.00017951656,0.0017341315,0.0006713581,0.0014583395],"category_scores_gemma":[0.0036666538,0.0006505075,0.0011729544,0.001318345,0.00009534879,0.0003079712,0.0012905507,0.0013922598,0.0007628844],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015568761,0.000098230914,1.965074e-7,0.4927522,0.00013540483,0.0000020905516,0.00010171209,2.1420876e-9,3.3395303e-8,0.00042299725,0.45839348,0.047937974],"study_design_scores_gemma":[0.0012588359,0.0007480196,1.8219438e-8,0.48380616,0.00015663839,3.2600178e-7,0.00014867938,0.000004314503,7.075647e-8,0.00009062137,0.51348317,0.00030313706],"about_ca_topic_score_codex":0.0000067608335,"about_ca_topic_score_gemma":0.000028851235,"teacher_disagreement_score":0.0550897,"about_ca_system_score_codex":0.0015284419,"about_ca_system_score_gemma":0.0040667495,"threshold_uncertainty_score":0.9995946},"labels":[],"label_agreement":null},{"id":"W3042837754","doi":"10.1044/2020_ajslp-20-00096","title":"Speech-Language Pathology Management for Adults With COVID-19 in the Acute Hospital Setting: Initial Recommendations to Guide Clinical Practice","year":2020,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Speech-Language Pathology; Medicine; Documentation; Workforce; Acute care; Medical education; Personal protective equipment; Population; Health care; Psychology; Coronavirus disease 2019 (COVID-19); Pathology; Computer science; Physical therapy; Disease; Political science","score_opus":0.03940867361056934,"score_gpt":0.48924750822296176,"score_spread":0.44983883461239244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042837754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55504227,0.00017488241,0.078346424,0.35188946,0.0015865109,0.004732894,0.00019061878,0.00011171521,0.0079252245],"genre_scores_gemma":[0.40805182,0.00039591096,0.39443177,0.19417809,0.0018593215,0.00040057968,0.00012744367,0.00009700173,0.0004580621],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99356276,0.0025076931,0.0019281956,0.0006269452,0.0005030744,0.0008713348],"domain_scores_gemma":[0.9937158,0.002835855,0.0020463855,0.0005493,0.00032483193,0.0005278325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0051657073,0.00036421875,0.0009030469,0.00037283878,0.00034404316,0.000035864727,0.000984716,0.00014626104,0.0002589046],"category_scores_gemma":[0.003164232,0.00026335707,0.00021128444,0.0008061382,0.00030491565,0.00028935348,0.0003803675,0.0013633735,0.000092059854],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006302433,0.0011837297,0.009032766,0.0002883908,0.0009966961,0.06558226,0.26351267,0.000043868382,0.00020201759,0.0018284364,0.13833198,0.5126948],"study_design_scores_gemma":[0.008499332,0.011722419,0.006287626,0.00018401371,0.00086819654,0.0012730754,0.75427884,0.000053264856,0.000024523339,0.000103385,0.21617198,0.0005333591],"about_ca_topic_score_codex":0.00013160784,"about_ca_topic_score_gemma":0.00019625563,"teacher_disagreement_score":0.51216143,"about_ca_system_score_codex":0.00027314323,"about_ca_system_score_gemma":0.0005084479,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W3043444450","doi":"10.2485/jhtb.29.165","title":"Relationship between Oral Function and Occlusal Bite Force in the Elderly","year":2020,"lang":"en","type":"article","venue":"Journal of Hard Tissue Biology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Masticatory force; Medicine; Dentistry; Bite force quotient; Tongue; Orthodontics; Oral examination; Mastication; Oral health","score_opus":0.14795265276483036,"score_gpt":0.4384635708618806,"score_spread":0.2905109180970502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043444450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625422,0.00039660474,0.006628911,0.028140532,0.0005264301,0.0003504301,0.000004572961,0.000011607757,0.0013987091],"genre_scores_gemma":[0.9970788,0.000025333518,0.00055295846,0.001470674,0.0004467055,0.000005550467,0.000007722134,0.000005766349,0.0004065398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865586,0.0005755021,0.00042421377,0.00008718859,0.00008614542,0.00017111821],"domain_scores_gemma":[0.9989768,0.00056409783,0.0002888007,0.00006447181,0.000046603032,0.00005922328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093646086,0.00006863934,0.00019281243,0.00008185479,0.00016271748,0.000008017801,0.0001255573,0.000106229636,0.0000748878],"category_scores_gemma":[0.0002018022,0.00004328993,0.00002513511,0.00013652154,0.000029216239,0.00011533667,0.00004874246,0.0005082981,0.000041218653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080309714,0.000009737851,0.97303665,0.000035069228,0.00002713918,0.000007693681,0.0009936133,0.000002016037,0.00028180893,0.010662451,0.011431776,0.0034317172],"study_design_scores_gemma":[0.000795695,0.0012165221,0.85153776,0.000016255308,0.000056076497,0.0000021957358,0.00097286585,0.000008711245,0.0000018796836,0.004990695,0.14035791,0.000043451066],"about_ca_topic_score_codex":0.000018351087,"about_ca_topic_score_gemma":0.000022671611,"teacher_disagreement_score":0.12892614,"about_ca_system_score_codex":0.00003364108,"about_ca_system_score_gemma":0.00006261241,"threshold_uncertainty_score":0.22083308},"labels":[],"label_agreement":null},{"id":"W3043661810","doi":"10.1093/ageing/afaa102","title":"Poor oral hygiene, oral microorganisms and aspiration pneumonia risk in older people in residential aged care: a systematic review","year":2020,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Tasmania","keywords":"Medicine; Aspiration pneumonia; Oral hygiene; Pneumonia; Hygiene; Intensive care medicine; Older people; Gerontology; Dentistry; Internal medicine; Pathology","score_opus":0.0332633611893156,"score_gpt":0.3805180361067116,"score_spread":0.347254674917396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043661810","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009887707,0.99162185,0.000040026785,0.00017040766,0.00022823885,0.0066647893,0.000014557581,0.000047564386,0.00022380237],"genre_scores_gemma":[0.003380367,0.9944463,0.00013627557,0.00061311544,0.000076423916,0.0007332232,0.00013699496,0.00005843725,0.00041888875],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99521273,0.0020644923,0.0014635917,0.000580597,0.00023395116,0.00044465956],"domain_scores_gemma":[0.9985343,0.00026189425,0.0007779911,0.00028832362,0.000032450294,0.00010503257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012144392,0.00042194524,0.0026050764,0.00025711348,0.00029482585,0.0000809411,0.00019773173,0.00025176525,0.00004352622],"category_scores_gemma":[0.00026530394,0.000340257,0.00012884742,0.00057085184,0.000019376499,0.00021824425,0.00037456275,0.000952269,0.000049347345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030671479,0.000021383106,0.00016975543,0.9445629,0.00007779316,0.002087112,0.002227499,6.453536e-8,0.0000023443354,0.000049276296,0.0005565464,0.05024225],"study_design_scores_gemma":[0.0012313073,0.00009632205,0.008001754,0.9047235,0.0036976638,0.000008005252,0.0015448872,0.000011751895,1.5607068e-7,0.00004577135,0.07998393,0.0006549153],"about_ca_topic_score_codex":0.0012882723,"about_ca_topic_score_gemma":0.011170371,"teacher_disagreement_score":0.079427384,"about_ca_system_score_codex":0.00020967565,"about_ca_system_score_gemma":0.000187752,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W3043693631","doi":"10.1111/nyas.14435","title":"Building an integrated multidisciplinary swallowing disorder clinic: considerations, challenges, and opportunities","year":2020,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multidisciplinary approach; Dysphagia; Swallowing; Multidisciplinary team; Interpersonal communication; Medicine; Psychology; Nursing; Surgery; Sociology","score_opus":0.5430423785277667,"score_gpt":0.5365456047250055,"score_spread":0.006496773802761258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043693631","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012010263,0.96891904,0.000018968123,0.027632752,0.00029355942,0.0011623773,0.00002495974,0.000038943326,0.0017893154],"genre_scores_gemma":[0.00039829715,0.9952408,0.0021866849,0.0008797796,0.0001545425,0.000046335826,0.000004523897,0.000021964954,0.0010670865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961401,0.0011025881,0.0013450325,0.00051350053,0.0004987168,0.00040001413],"domain_scores_gemma":[0.99685943,0.0013048021,0.0014197184,0.00017079184,0.0000549564,0.00019029209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029285813,0.0003312884,0.0013119198,0.00022134765,0.0008661134,0.00002420793,0.0008781594,0.0003389352,0.000101768244],"category_scores_gemma":[0.00028224834,0.0002009171,0.00025390234,0.00027841367,0.0006417819,0.00038599016,0.00082222914,0.00088404125,0.000006691496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063220446,0.000045116816,0.000024490198,0.0052774786,0.00018722318,7.1942185e-7,0.0018086158,0.0000024611334,9.62844e-7,0.05432669,0.011155205,0.92716473],"study_design_scores_gemma":[0.00013341564,0.00012705369,0.00011226009,0.011987721,0.00026777253,0.0000010677721,0.0044530863,0.000043419655,0.0000016468358,0.010737056,0.9719255,0.00021000978],"about_ca_topic_score_codex":0.00008352626,"about_ca_topic_score_gemma":0.00001732456,"teacher_disagreement_score":0.9607703,"about_ca_system_score_codex":0.000015544663,"about_ca_system_score_gemma":0.000899568,"threshold_uncertainty_score":0.81931615},"labels":[],"label_agreement":null},{"id":"W3044367829","doi":"10.4103/1319-8491.290346","title":"Swallowing in the elderly","year":2013,"lang":"en","type":"article","venue":"Saudi Journal of Otorhinolaryngology Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Quality of life (healthcare); Sensory system; Significant difference; Physical therapy; Physical medicine and rehabilitation; Psychology; Surgery; Internal medicine","score_opus":0.038912112101788736,"score_gpt":0.34881833321594796,"score_spread":0.3099062211141592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044367829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98536813,0.0014989243,0.000024020139,0.0068182433,0.0015079193,0.00037985173,6.735106e-7,0.000011814858,0.0043903943],"genre_scores_gemma":[0.9948435,0.00076346286,0.00013332759,0.0033606116,0.00040403652,0.00003768475,0.0000018099813,0.000012771481,0.00044282206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758244,0.00075604825,0.0008313461,0.00013381203,0.0002241467,0.0004722409],"domain_scores_gemma":[0.99755555,0.0016567985,0.00040459135,0.00017288639,0.000113020964,0.000097152675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022722287,0.00013987895,0.0004482468,0.00029684082,0.00028823424,0.000021551039,0.00020396938,0.00014778305,0.00028847664],"category_scores_gemma":[0.00018841954,0.000087764114,0.000120577635,0.00018999379,0.0000579443,0.0004428283,0.00007172522,0.000859604,0.00006142735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037179292,0.00008592345,0.9240579,0.000104930084,0.00006580055,0.00014138088,0.0010247194,5.396461e-7,0.00024440372,0.00059215684,0.06832949,0.0053155683],"study_design_scores_gemma":[0.0005310428,0.0001635877,0.9596753,0.00026787687,0.000026667358,0.000046975616,0.001322718,0.000006868838,0.0000043938367,0.0012934498,0.036565028,0.00009609416],"about_ca_topic_score_codex":0.0001642483,"about_ca_topic_score_gemma":0.00006194386,"teacher_disagreement_score":0.035617393,"about_ca_system_score_codex":0.000045142187,"about_ca_system_score_gemma":0.00016120188,"threshold_uncertainty_score":0.37345994},"labels":[],"label_agreement":null},{"id":"W3044439838","doi":"10.1002/lary.28885","title":"The Role of Vocal Fold Bowing on Cough and Swallowing Dysfunction in Progressive Supranuclear Palsy","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Swallowing; Medicine; Progressive supranuclear palsy; Cough reflex; Bowing; Atrophy; Dysphagia; Spirometry; Internal medicine; Audiology; Physical therapy; Anesthesia; Airway; Surgery; Psychology; Asthma","score_opus":0.0257900122200035,"score_gpt":0.3378741284745574,"score_spread":0.3120841162545539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044439838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474468,0.0011918372,0.00003843716,0.01790409,0.00033256566,0.0014604446,0.0000030315434,0.00006594516,0.031556807],"genre_scores_gemma":[0.99643356,0.00017622765,0.000052085965,0.0025948188,0.00012924215,0.00009165257,0.0000035873986,0.000019732828,0.00049908843],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986047,0.00036753833,0.00030664462,0.00018216563,0.00023048521,0.0003084459],"domain_scores_gemma":[0.99919736,0.0004037574,0.00013012905,0.0001854815,0.000028858953,0.00005440004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476469,0.000112549504,0.00018100694,0.000024680889,0.00051257614,0.000019737288,0.00018920243,0.00006017687,0.000095482465],"category_scores_gemma":[0.00009788567,0.00006398613,0.00003440726,0.00017523674,0.000060280367,0.000112273294,0.00021273336,0.00041746526,0.00009980541],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006305385,0.000766236,0.36083472,0.0017692345,0.0012035718,0.00012611183,0.101603545,0.0003493554,0.021845957,0.28647944,0.07181793,0.14689852],"study_design_scores_gemma":[0.0073210998,0.0017532312,0.23858085,0.0016319739,0.000307234,0.0000012351961,0.06998442,0.014392754,0.0020346781,0.0061177663,0.6572397,0.00063504983],"about_ca_topic_score_codex":0.00010406134,"about_ca_topic_score_gemma":0.000051434246,"teacher_disagreement_score":0.58542174,"about_ca_system_score_codex":0.000036104477,"about_ca_system_score_gemma":0.000044269356,"threshold_uncertainty_score":0.3942373},"labels":[],"label_agreement":null},{"id":"W3046215076","doi":"10.21926/obm.geriatr.2003129","title":"Establishing a Method for Quantifying Spinal Curvature during Videofluoroscopic Swallow Studies: Applying the Modified Cobb Angle to Healthy Young and Older Adults","year":2020,"lang":"en","type":"article","venue":"OBM Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Swallowing; Cobb angle; Dysphagia; CobB; Cervical vertebrae; Reliability (semiconductor); Spinal Curvatures; Orthodontics; Physical therapy; Surgery; Radiography; Scoliosis","score_opus":0.11408439631950452,"score_gpt":0.4541604292020349,"score_spread":0.3400760328825304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046215076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.655215,0.008754454,0.28490132,0.028709715,0.0042673037,0.016930707,0.000060232032,0.00048627958,0.0006749797],"genre_scores_gemma":[0.91258174,0.00095129805,0.06944368,0.0098968325,0.001670901,0.0047383257,0.000027780852,0.00011445778,0.00057499536],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971369,0.00034250328,0.00065502163,0.0006651811,0.00036957642,0.00083083153],"domain_scores_gemma":[0.99798566,0.0008421742,0.00034299976,0.000324725,0.00022634819,0.00027809915],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015215386,0.00029858042,0.00050711795,0.00012574585,0.0018558434,0.00012200627,0.00033690728,0.00016100761,0.000014007463],"category_scores_gemma":[0.00093072833,0.00023271759,0.00008353593,0.00078352186,0.000020792513,0.0003203569,0.00058061746,0.0006168568,0.000012476303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0125049045,0.00069083605,0.13543965,0.08323277,0.0025753663,0.00014157698,0.438181,0.0019644762,0.009695542,0.05034179,0.13618532,0.12904675],"study_design_scores_gemma":[0.04344645,0.0039571966,0.19989857,0.0068519,0.002687479,0.000013407582,0.45306125,0.06256119,0.0006154172,0.0017380373,0.22037031,0.0047987765],"about_ca_topic_score_codex":0.00018073065,"about_ca_topic_score_gemma":0.00016041387,"teacher_disagreement_score":0.25736672,"about_ca_system_score_codex":0.00019971092,"about_ca_system_score_gemma":0.00013878947,"threshold_uncertainty_score":0.9994436},"labels":[],"label_agreement":null},{"id":"W3046456739","doi":"10.1007/s00455-020-10166-3","title":"Letter to the Editor: Notice of Errors in Three Previous Papers Reporting Measures of Hyoid and Laryngeal Position","year":2020,"lang":"en","type":"letter","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Medicine; Notice; Otorhinolaryngology; Position (finance); Hyoid bone; General surgery; Medical physics; Anatomy; Surgery; Law","score_opus":0.05259710538923406,"score_gpt":0.35059278842299846,"score_spread":0.2979956830337644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046456739","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010688796,0.00054196117,0.00024400796,0.9650926,0.008217483,0.004003545,0.000075719196,0.000086403394,0.011049466],"genre_scores_gemma":[0.09407093,0.000085832755,0.0009782229,0.8861428,0.016458528,0.00041085426,0.00021265536,0.000113146445,0.001527048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958482,0.0005174616,0.0018432052,0.0005019289,0.000765689,0.0005235073],"domain_scores_gemma":[0.9966915,0.00043869633,0.0021018933,0.0005409152,0.00015301576,0.00007395575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013778021,0.00032234544,0.00075839256,0.00017877851,0.00018714121,0.000013057885,0.0003771719,0.0004826955,0.000121203666],"category_scores_gemma":[0.0005321731,0.00024318238,0.000113539485,0.0002878787,0.00007891975,0.000099909485,0.00037542786,0.0021631077,0.000032494143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049177797,0.00002143464,0.007919902,0.0014943883,0.00017412593,0.00015693394,0.0018072783,0.000014489934,0.0002530988,0.000044738343,0.98722947,0.00083497865],"study_design_scores_gemma":[0.00050309196,0.00014410946,0.017267395,0.0007342853,0.00031161567,0.0000016980403,0.00033283624,0.000045359437,0.000045420456,0.00010338144,0.98025274,0.00025804417],"about_ca_topic_score_codex":0.00048754297,"about_ca_topic_score_gemma":0.0006303125,"teacher_disagreement_score":0.08338213,"about_ca_system_score_codex":0.00011976733,"about_ca_system_score_gemma":0.00016242986,"threshold_uncertainty_score":0.991669},"labels":[],"label_agreement":null},{"id":"W3046831824","doi":"10.1007/s00520-020-05628-1","title":"The natural history of weight and swallowing outcomes in oropharyngeal cancer patients following radiation or concurrent chemoradiation therapy","year":2020,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Swallowing; Head and neck cancer; Radiation therapy; Quality of life (healthcare); Feeding tube; Dysphagia; Medical record; Cancer; Weight loss; Internal medicine; Physical therapy; Surgery","score_opus":0.041103922578317555,"score_gpt":0.3971886912419722,"score_spread":0.3560847686636546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046831824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97478545,0.016433341,0.000004193318,0.002215708,0.004634853,0.0013113652,0.00003069052,0.000016804172,0.00056758034],"genre_scores_gemma":[0.9934101,0.0040634247,0.000007379183,0.0013809556,0.000096187454,0.0005225959,0.000042639876,0.00001724936,0.00045945222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998553,0.00017247861,0.0004962818,0.00024034528,0.00025506824,0.00028285405],"domain_scores_gemma":[0.9992624,0.0002103387,0.00028439905,0.0000784444,0.00010888345,0.000055568402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017819497,0.00014259084,0.00030889997,0.000066743036,0.00009007486,0.000004972666,0.000105995605,0.00006232074,0.0001809018],"category_scores_gemma":[0.00008888978,0.000095820644,0.000057214977,0.00015343631,0.000032995264,0.0002408003,0.00006016164,0.00028749628,0.0000016896383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016863887,0.000026175832,0.92377275,0.00012850559,0.0000661591,0.0000039190018,0.021276213,0.000006346921,0.00006673518,0.00005174759,0.0031934264,0.051239364],"study_design_scores_gemma":[0.004503718,0.0001270263,0.94639146,0.00014467291,0.000031308944,5.4181757e-9,0.0056204516,0.0002740517,0.000100179386,0.000006692919,0.04264377,0.00015666893],"about_ca_topic_score_codex":0.0009973348,"about_ca_topic_score_gemma":0.003045554,"teacher_disagreement_score":0.051082693,"about_ca_system_score_codex":0.0020186247,"about_ca_system_score_gemma":0.00071387115,"threshold_uncertainty_score":0.5278633},"labels":[],"label_agreement":null},{"id":"W3047610785","doi":"10.1044/2020_jslhr-19-00220","title":"Mechanisms of Impaired Swallowing on Thin Liquids Following Radiation Treatment for Oropharyngeal Cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Medicine; Radiation therapy; Cancer; Internal medicine; Oncology; Surgery","score_opus":0.1686919319114048,"score_gpt":0.5058970927568861,"score_spread":0.3372051608454813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047610785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895592,0.000944537,0.0013786058,0.005987357,0.00032403856,0.00088007574,0.000007709441,0.000014123109,0.0009043724],"genre_scores_gemma":[0.99555045,0.00046372533,0.0021326619,0.00032457575,0.0005296583,0.000039573923,0.0000037129462,0.00002227586,0.0009333809],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99825674,0.00020737108,0.00046304837,0.00015403652,0.00054559286,0.00037323407],"domain_scores_gemma":[0.9989168,0.00045449,0.00018263208,0.00010016334,0.00016417948,0.00018173229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019335035,0.000103757346,0.00037150178,0.00021495612,0.0003216313,0.000022366237,0.00013059108,0.0000813972,0.00011580089],"category_scores_gemma":[0.00020422792,0.00007690649,0.00013684852,0.00018346195,0.000014790003,0.0001602746,0.000080912025,0.0004177385,0.000004534145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050822305,0.0005945038,0.02301297,0.0026988909,0.0019461691,0.000885221,0.10627382,0.0002661303,0.47323823,0.007369283,0.010290237,0.3683423],"study_design_scores_gemma":[0.0610992,0.053595316,0.120859034,0.0089191375,0.0016151802,0.000019160161,0.29684833,0.01833324,0.40164542,0.007532154,0.027877456,0.0016563644],"about_ca_topic_score_codex":0.00043134345,"about_ca_topic_score_gemma":0.000038479975,"teacher_disagreement_score":0.36668596,"about_ca_system_score_codex":0.00027385555,"about_ca_system_score_gemma":0.0002777543,"threshold_uncertainty_score":0.3136156},"labels":[],"label_agreement":null},{"id":"W3048724097","doi":"10.11606/d.17.2019.tde-27052020-075810","title":"Impacto da capsaicina (pimenta vermelha) na deglutição de indivíduos com Doença de Parkinson","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Physics","score_opus":0.04464468739228407,"score_gpt":0.417480574715542,"score_spread":0.37283588732325795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048724097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83183414,0.0014982928,0.010791151,0.0038749548,0.011804449,0.01249441,0.00044089425,0.0007070478,0.12655465],"genre_scores_gemma":[0.79260814,0.0010568702,0.0007147695,0.0043043117,0.00027442898,0.00047914215,0.0044263364,0.0002556045,0.19588043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910612,0.0015283762,0.0017127411,0.0013850019,0.0012208477,0.0030918356],"domain_scores_gemma":[0.9951234,0.0006535154,0.0014785329,0.0015318887,0.0002550765,0.0009575768],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022373467,0.0013468489,0.0014803776,0.0007575929,0.0014411104,0.00027126702,0.001279309,0.0018156116,0.010989253],"category_scores_gemma":[0.00012754867,0.0012924854,0.00047787128,0.0006350795,0.00007800566,0.000545917,0.0004992019,0.0027267025,0.0045442944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019530155,0.0021381604,0.56980777,0.011086628,0.0034768183,0.0002105673,0.05602448,0.00010835011,0.0031369259,0.021721171,0.31045774,0.019878354],"study_design_scores_gemma":[0.013062079,0.0019104452,0.5849931,0.006236096,0.0048536435,0.00001433943,0.18934506,0.01381875,0.0034774952,0.0014394997,0.17596318,0.0048863105],"about_ca_topic_score_codex":0.010835322,"about_ca_topic_score_gemma":0.0020075229,"teacher_disagreement_score":0.13449456,"about_ca_system_score_codex":0.003295952,"about_ca_system_score_gemma":0.0031676537,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W3049123374","doi":"10.1111/nyas.14456","title":"Aspects of the assessment and management of pharyngoesophageal dysphagia","year":2020,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Swallowing; Dysphagia; Multidisciplinary approach; Medicine; Multidisciplinary team; Intensive care medicine; Etiology; Population; Pathology; Surgery; Nursing; Environmental health","score_opus":0.2240027901818654,"score_gpt":0.5009379118697983,"score_spread":0.2769351216879329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049123374","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016085459,0.9593205,0.000014180878,0.0098487055,0.0005406325,0.0030394467,0.00005475429,0.00001560409,0.027005333],"genre_scores_gemma":[0.008013839,0.9885059,0.00076348596,0.0006717757,0.00010450639,0.00005043712,0.0000014125849,0.000021168647,0.001867462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952644,0.00073544035,0.0017031637,0.00050367124,0.0013223995,0.0004709054],"domain_scores_gemma":[0.9955074,0.00047717438,0.0034839406,0.000342873,0.000059286063,0.00012930682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024193574,0.0003688189,0.001673326,0.00017308058,0.00038258775,0.000009865719,0.0027126046,0.00024479348,0.0001148816],"category_scores_gemma":[0.000039892282,0.00019291099,0.00052470324,0.0014918725,0.0009596929,0.00014827351,0.0019373607,0.0007465177,0.00000506448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019596348,0.00019090767,0.0008407619,0.06645559,0.0018429871,0.0000012374719,0.00070883083,0.000012400216,0.00001667007,0.267036,0.08011363,0.5827614],"study_design_scores_gemma":[0.00040248403,0.00017688768,0.0073563,0.025298217,0.0013810189,8.795624e-7,0.00053973467,0.000018855335,0.00017178147,0.007577986,0.95684355,0.0002323096],"about_ca_topic_score_codex":0.00007566382,"about_ca_topic_score_gemma":0.000003183874,"teacher_disagreement_score":0.8767299,"about_ca_system_score_codex":0.00003427827,"about_ca_system_score_gemma":0.00068789616,"threshold_uncertainty_score":0.7866682},"labels":[],"label_agreement":null},{"id":"W3049259193","doi":"10.1002/lio2.435","title":"The Functional &amp; Quality of Life Outcomes of Total Glossectomy with Laryngeal Preservation","year":2020,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Swallowing; Medicine; Quality of life (healthcare); Glossectomy; Dysphagia; Tongue; Surgery; Prospective cohort study; Laryngectomy; Head and neck cancer; Larynx; Radiation therapy","score_opus":0.13236588592021967,"score_gpt":0.384395736176916,"score_spread":0.25202985025669633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049259193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97132194,0.00016319774,0.0022759698,0.016731042,0.00029226218,0.001551694,0.00006123833,0.00008432198,0.007518318],"genre_scores_gemma":[0.9904263,0.000025750513,0.002426162,0.0050190366,0.00013419821,0.00033142348,0.00012977365,0.000037025373,0.0014703133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586695,0.0014938572,0.0011709391,0.00041970654,0.0005635969,0.00048491638],"domain_scores_gemma":[0.996113,0.001608406,0.001103096,0.00042452122,0.00047701804,0.0002739701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009957802,0.00028049704,0.0007755964,0.00007220899,0.00047564003,0.000009679235,0.00034557615,0.00018745285,0.00048164616],"category_scores_gemma":[0.0015213354,0.00018248532,0.00011392298,0.00052117417,0.00094175193,0.00038685158,0.00038174176,0.0006144272,0.00007788651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006501064,0.00008856029,0.922768,0.00041355132,0.0005630012,0.0000014965576,0.0015672648,0.000045794077,0.004538823,0.06368835,0.005647406,0.000027672992],"study_design_scores_gemma":[0.0020399247,0.00037113306,0.98600477,0.000051047475,0.0000723801,3.704527e-7,0.0008489183,0.00012144362,0.00044815202,0.0013872731,0.008470871,0.00018373546],"about_ca_topic_score_codex":0.00069911097,"about_ca_topic_score_gemma":0.001233088,"teacher_disagreement_score":0.06323678,"about_ca_system_score_codex":0.000051705505,"about_ca_system_score_gemma":0.0006605742,"threshold_uncertainty_score":0.74415356},"labels":[],"label_agreement":null},{"id":"W3081641728","doi":"10.1007/s00421-020-04479-2","title":"A multidimensional assessment of dyspnoea in healthy adults during exercise","year":2020,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; Simon Fraser University; St. Paul's Hospital; University of British Columbia Hospital; Providence Health Care Research Institute; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Physical therapy; Sports medicine; Intensity (physics); Exercise intensity; Reliability (semiconductor); Ventilation (architecture); Internal medicine; Physical medicine and rehabilitation; Heart rate; Blood pressure","score_opus":0.029431803483823984,"score_gpt":0.3506199501660576,"score_spread":0.32118814668223367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081641728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799416,0.00005341424,0.00019848741,0.00086894765,0.0003354686,0.00050567504,0.000003839813,0.000017148213,0.018075382],"genre_scores_gemma":[0.99375314,0.00015529394,0.0046263407,0.0011050311,0.00027688852,0.000009982278,0.0000070042056,0.000032411503,0.00003388577],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99734557,0.0005490319,0.0012338537,0.00023697923,0.00025743124,0.0003771185],"domain_scores_gemma":[0.9983216,0.00014004696,0.0010489578,0.00016762213,0.00012475028,0.00019701078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078280654,0.00016915788,0.0005741637,0.00015624845,0.00011452483,0.0000019748031,0.0002809355,0.000041839845,0.00032444915],"category_scores_gemma":[0.000023407882,0.00014260111,0.00008843618,0.00021390697,0.00005205706,0.00006908825,0.0002809252,0.0007835474,0.00007847286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17967053,0.0034673607,0.016013183,0.0073081246,0.0010147706,0.0011012956,0.04446236,0.011395058,0.655397,0.04279269,0.01627041,0.021107232],"study_design_scores_gemma":[0.013408908,0.0010844403,0.9746911,0.00055386976,0.00005425833,0.0000016954735,0.004389704,0.0007108116,0.000493821,0.00016244105,0.0042103855,0.00023859428],"about_ca_topic_score_codex":0.0000052224364,"about_ca_topic_score_gemma":0.00000133317,"teacher_disagreement_score":0.9586779,"about_ca_system_score_codex":0.0000763523,"about_ca_system_score_gemma":0.00017778954,"threshold_uncertainty_score":0.5815105},"labels":[],"label_agreement":null},{"id":"W3082981015","doi":"10.1044/2020_persp-20-00067","title":"Dysphagia-Related Caregiver Burden: Moving Beyond the Physiological Impairment","year":2020,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Biopsychosocial model; Medicine; Family caregivers; Health care; Caregiver burden; Psychology; Nursing; Dementia; Psychiatry; Disease; Pathology","score_opus":0.04856558555164082,"score_gpt":0.3507055254232238,"score_spread":0.302139939871583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082981015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86645657,0.00038408113,0.00012224267,0.052750535,0.0035433543,0.0021698158,0.000034355642,0.00014949539,0.074389525],"genre_scores_gemma":[0.9918135,0.000066641194,0.00004447318,0.0016498052,0.003322365,0.00007583505,0.000006195509,0.00003225096,0.0029889701],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9973402,0.00064942497,0.0005928266,0.00049895985,0.00038731314,0.0005312951],"domain_scores_gemma":[0.99839616,0.0002853785,0.00045629675,0.0005575215,0.00017238074,0.0001322893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035513917,0.00029307374,0.00041917915,0.000048096732,0.0007523477,0.000028269014,0.0011881632,0.00014619621,0.003934416],"category_scores_gemma":[0.00025321066,0.00016191174,0.00033453232,0.00037670406,0.000415472,0.0001734364,0.0015159452,0.0010157906,0.00033012606],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006777841,0.0005599825,0.0061032358,0.00024403482,0.0016635382,0.00002777948,0.33135986,0.00030791748,0.0066611087,0.29047742,0.36023468,0.0016826417],"study_design_scores_gemma":[0.0037035914,0.001038128,0.24243416,0.0003286477,0.0005138825,0.0000025012043,0.6844096,0.0014796733,0.00033546114,0.017544642,0.047423,0.0007866953],"about_ca_topic_score_codex":0.00012682044,"about_ca_topic_score_gemma":0.00012186932,"teacher_disagreement_score":0.35304973,"about_ca_system_score_codex":0.00032760875,"about_ca_system_score_gemma":0.000089595866,"threshold_uncertainty_score":0.99697614},"labels":[],"label_agreement":null},{"id":"W3084082471","doi":"10.1002/mds.28248","title":"<scp><i>Helicobacter pylori</i></scp> Eradication in Parkinson's Disease: A Randomized Placebo‐Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Placebo; Internal medicine; Medicine; Randomized controlled trial; Parkinson's disease; Urea breath test; Montreal Cognitive Assessment; Small intestinal bacterial overgrowth; Quality of life (healthcare); Physical therapy; Placebo-controlled study; Gastroenterology; Helicobacter pylori; Disease; Double blind; Irritable bowel syndrome; Helicobacter pylori infection; Pathology; Cognitive impairment","score_opus":0.0210963965919982,"score_gpt":0.321671148463664,"score_spread":0.3005747518716658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084082471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6805239,0.0013085956,0.009020515,0.123557016,0.0039394167,0.06525371,0.00004774048,0.000727041,0.11562208],"genre_scores_gemma":[0.90331584,0.0015943503,0.000316202,0.059639238,0.0006641073,0.022524068,0.0002178637,0.000095652336,0.011632652],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99573725,0.0012388963,0.0011172232,0.00058451394,0.0005853054,0.00073680346],"domain_scores_gemma":[0.99754775,0.0012239029,0.00048971653,0.0003473833,0.000045715955,0.00034552132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015180248,0.00034474352,0.0009432172,0.00018303326,0.00029649175,0.000039889914,0.0003165279,0.000116526746,0.0005764422],"category_scores_gemma":[0.00101545,0.00029391807,0.0003075199,0.00035665376,0.000071352784,0.00023688657,0.00018230415,0.00043411844,0.0002771759],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8258806,0.00074109016,0.01523619,0.0002767573,0.00058208895,0.000008362485,0.0040650293,0.00020317662,0.000031935928,0.0112501625,0.1403522,0.0013724081],"study_design_scores_gemma":[0.81458664,0.000101301324,0.0034992779,0.00004566156,0.0001876754,1.0933516e-9,0.0016774612,0.004615415,0.000001322934,0.0051039564,0.17005903,0.00012225498],"about_ca_topic_score_codex":0.00012651566,"about_ca_topic_score_gemma":0.00019271483,"teacher_disagreement_score":0.222792,"about_ca_system_score_codex":0.00019628681,"about_ca_system_score_gemma":0.00022020559,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W3084705279","doi":"10.1007/s00455-020-10187-y","title":"Correction to: An Exploratory Study of Hyoid Visibility, Position, and Swallowing-Related Displacement in a Pediatric Population","year":2020,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Swallowing; Otorhinolaryngology; Hyoid bone; Visibility; Displacement (psychology); Orthodontics; Supine position; Anatomy; Dentistry; Surgery; Geography; Psychology","score_opus":0.031931687057059836,"score_gpt":0.377526904471046,"score_spread":0.34559521741398613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084705279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949643,0.00003703786,0.0003417922,0.0004500938,0.0011730931,0.0023315256,0.000003366362,0.000090312475,0.00060846464],"genre_scores_gemma":[0.9988749,0.000014565101,0.0000845838,0.00050356804,0.00008060184,0.000186259,0.00005279241,0.00002106638,0.00018167644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977882,0.0005344625,0.0007085458,0.00041704823,0.0002960036,0.00025575486],"domain_scores_gemma":[0.9992226,0.00009849608,0.00019671857,0.00021424433,0.00008143052,0.00018654084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006891487,0.00015237505,0.00026383257,0.0001924493,0.0001856288,0.000012079986,0.00010552811,0.00007079705,0.0001411947],"category_scores_gemma":[0.00010365385,0.00015369333,0.00002135866,0.0006192543,0.0000076277383,0.00034686568,0.00018037476,0.0002839478,0.00004702007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017892238,0.00065503956,0.9680065,0.00014752253,0.000034238317,0.0000072210987,0.027455173,0.00044834314,0.00015455172,0.00015669806,0.00218861,0.00056719576],"study_design_scores_gemma":[0.002171589,0.0012705411,0.97843045,0.0000376289,0.00009877093,1.2090413e-7,0.013426276,0.0042637545,0.00000810839,0.00007870911,0.00006032689,0.00015373835],"about_ca_topic_score_codex":0.0004368212,"about_ca_topic_score_gemma":0.0012678232,"teacher_disagreement_score":0.014028897,"about_ca_system_score_codex":0.00014474467,"about_ca_system_score_gemma":0.000049688686,"threshold_uncertainty_score":0.6267432},"labels":[],"label_agreement":null},{"id":"W3087266726","doi":"10.1044/2020_ajslp-20-00163","title":"Assessment, Diagnosis, and Treatment of Dysphagia in Patients Infected With SARS-CoV-2: A Review of the Literature and International Guidelines","year":2020,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Population; MEDLINE; Physical therapy; Rehabilitation; Intensive care medicine; Surgery","score_opus":0.05108316573597546,"score_gpt":0.4634185168410581,"score_spread":0.4123353511050827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087266726","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02131966,0.9757135,0.000017067867,0.00082063477,0.00031810932,0.0014628231,0.00012777139,0.000005750974,0.00021469274],"genre_scores_gemma":[0.0014631135,0.994555,0.002930007,0.00071610673,0.00012531174,0.000085938394,0.00005361106,0.000031971507,0.000038950348],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964134,0.0010494093,0.0017360252,0.00027335802,0.00030179994,0.00022597385],"domain_scores_gemma":[0.99486893,0.00032301806,0.003988835,0.0002788352,0.00047796848,0.00006243249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005333723,0.0003558677,0.0023457715,0.00032105934,0.00004329384,0.000008322225,0.0003110599,0.0001163868,0.00003396264],"category_scores_gemma":[0.00030226732,0.00019236485,0.00019933151,0.00062441383,0.00024204886,0.00009359109,0.0002134381,0.0005717948,8.069393e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035592115,0.0002023222,0.049138937,0.011152249,0.0004975459,0.00021792228,0.0010730808,4.9662916e-8,0.0000038536455,0.000034204182,0.00051399326,0.9371303],"study_design_scores_gemma":[0.004586235,0.0057969517,0.05408971,0.27379802,0.0035367757,0.0003102398,0.0011812843,0.000002742488,0.000009924703,0.000030468582,0.65612066,0.0005370073],"about_ca_topic_score_codex":0.000055397642,"about_ca_topic_score_gemma":0.00003591191,"teacher_disagreement_score":0.93659323,"about_ca_system_score_codex":0.00017725775,"about_ca_system_score_gemma":0.0004135186,"threshold_uncertainty_score":0.7844411},"labels":[],"label_agreement":null},{"id":"W3091161122","doi":"10.1016/j.future.2020.09.040","title":"Estimation of laryngeal closure duration during swallowing without invasive X-rays","year":2020,"lang":"en","type":"article","venue":"Future Generation Computer Systems","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Swallowing; Dysphagia; Medicine; Airway; Epiglottis; Computer science; Larynx; Radiology; Surgery","score_opus":0.04195197443917684,"score_gpt":0.32517383556215973,"score_spread":0.28322186112298287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091161122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43390566,0.00023101123,0.5311102,0.0022845857,0.02988522,0.00173778,0.000011785212,0.0002092551,0.0006244581],"genre_scores_gemma":[0.9396373,0.000022759836,0.009087462,0.00065253687,0.0497919,0.00013640584,0.00030435933,0.000027951564,0.0003393142],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978863,0.00042995572,0.0007839478,0.0003128099,0.00036177735,0.00022523278],"domain_scores_gemma":[0.9989895,0.000045185803,0.00046896242,0.0002095417,0.00018637367,0.00010043656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233736,0.0001755194,0.00031590773,0.00008403132,0.00041534175,0.000047728066,0.00014283664,0.00014952748,0.000041096308],"category_scores_gemma":[0.000019785832,0.00016145092,0.000063059786,0.0002043627,0.000009488615,0.00037668974,0.0000997914,0.00022321213,0.00006260874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018545317,0.00016848781,0.09583344,0.007821273,0.00079814414,0.00003687479,0.044457197,0.23273401,0.047282748,0.018947909,0.54768395,0.004050487],"study_design_scores_gemma":[0.00357868,0.00034330215,0.02838871,0.0005250945,0.00016306479,0.0000036572376,0.0035188163,0.9304546,0.0029041537,0.0000048671427,0.029543882,0.0005711629],"about_ca_topic_score_codex":0.000026893953,"about_ca_topic_score_gemma":0.00004094441,"teacher_disagreement_score":0.6977206,"about_ca_system_score_codex":0.00009085922,"about_ca_system_score_gemma":0.00012115932,"threshold_uncertainty_score":0.65837777},"labels":[],"label_agreement":null},{"id":"W3091752737","doi":"10.2196/22080","title":"Implementation of a Home-Based mHealth App Intervention Program With Human Mediation for Swallowing Tongue Pressure Strengthening Exercises in Older Adults: Longitudinal Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Swallowing; Medicine; mHealth; Tongue; Physical therapy; Intervention (counseling); Physical medicine and rehabilitation; Dentistry; Nursing; Psychological intervention","score_opus":0.13523217130962187,"score_gpt":0.5010651213222679,"score_spread":0.36583295001264604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091752737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824179,0.00020305101,0.002043716,0.002424163,0.00014654464,0.012535142,0.00006622899,0.00013543344,0.000027852684],"genre_scores_gemma":[0.9912901,0.000036254314,0.002425775,0.0005404051,0.00018474305,0.0048568486,0.00060413376,0.000038277343,0.00002345495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648833,0.00042162256,0.0013628341,0.0005733985,0.0004931883,0.0006606268],"domain_scores_gemma":[0.9980575,0.00024755832,0.00096189074,0.00018201619,0.0002429434,0.0003080779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013430511,0.00025528576,0.0005369579,0.00023981054,0.0005559881,0.000022450822,0.0001436844,0.00010500984,0.0000812478],"category_scores_gemma":[0.000034684246,0.00022843592,0.000058352853,0.00045104342,0.000032436757,0.00032439796,0.00006182003,0.00037937312,0.0000011329178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011990905,0.0011461797,0.9306559,0.013252077,0.0000533415,0.0000016334575,0.014087252,0.00005671378,0.000003459058,0.0006125456,0.00045043702,0.03848138],"study_design_scores_gemma":[0.013025684,0.0036456054,0.9475811,0.0005856415,0.0001714945,7.85386e-8,0.031753387,0.002758868,0.0000036302981,0.00003954525,0.00025990955,0.00017506712],"about_ca_topic_score_codex":0.0019683694,"about_ca_topic_score_gemma":0.0054042214,"teacher_disagreement_score":0.038306314,"about_ca_system_score_codex":0.00018434098,"about_ca_system_score_gemma":0.0006180535,"threshold_uncertainty_score":0.93153465},"labels":[],"label_agreement":null},{"id":"W3092106926","doi":"10.1044/2020_ajslp-20-00148","title":"Creation and Initial Validation of the Caregiver Analysis of Reported Experiences with Swallowing Disorders (CARES) Screening Tool","year":2020,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Swallowing; Reliability (semiconductor); Cronbach's alpha; Caregiver burden; Construct validity; Clinical psychology; Criterion validity; Psychology; Convergent validity; Medicine; Content validity; Rasch model; Physical therapy; Psychometrics; Internal consistency; Dementia; Developmental psychology; Disease","score_opus":0.027080647118152338,"score_gpt":0.3726100002791574,"score_spread":0.3455293531610051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092106926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98713994,0.00008626859,0.01132081,0.00077373866,0.000085974774,0.0001807977,0.000003919534,0.0000065371764,0.00040200845],"genre_scores_gemma":[0.9966117,0.000029955207,0.0030050941,0.00025763837,0.000055554454,0.000007090611,0.000006735985,0.000007859221,0.000018353698],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984162,0.00039774706,0.0006161047,0.00013645136,0.00029289743,0.00014058725],"domain_scores_gemma":[0.99784106,0.00015576537,0.0016381037,0.00014368509,0.00017435687,0.000047042628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046174202,0.000091298614,0.00043694105,0.00020413425,0.00010294942,0.00000539997,0.00014259886,0.000034169305,0.00011613865],"category_scores_gemma":[0.00020673282,0.000059890837,0.00009623456,0.00080397073,0.0002770202,0.00014135406,0.00007861762,0.0002017323,1.8993094e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004191365,0.000043837797,0.62483764,0.00005941609,0.0012404112,0.00016445367,0.30689278,0.0005169815,0.009220729,0.000055345143,0.000049599374,0.056499653],"study_design_scores_gemma":[0.0010076192,0.0009568312,0.19500312,0.00012713995,0.0018760097,0.000015626636,0.7972019,0.00043686043,0.0031672732,0.000008902914,0.000067570254,0.00013115407],"about_ca_topic_score_codex":0.00022269959,"about_ca_topic_score_gemma":0.00006740518,"teacher_disagreement_score":0.4903091,"about_ca_system_score_codex":0.000018721978,"about_ca_system_score_gemma":0.000081916856,"threshold_uncertainty_score":0.24422775},"labels":[],"label_agreement":null},{"id":"W3093767165","doi":"10.1590/1982-0216/20202256919","title":"Use of biofeedback combined with conventional therapy in the swallowing rehabilitation of older adults: an integrative literature review","year":2020,"lang":"en","type":"article","venue":"Revista CEFAC","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Biofeedback; Swallowing; Medicine; Dysphagia; Rehabilitation; Electromyography; Physical medicine and rehabilitation; Physical therapy; MEDLINE; Surgery","score_opus":0.036856329061492825,"score_gpt":0.37404117636706535,"score_spread":0.3371848473055725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093767165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447106,0.018978596,0.0008461576,0.024063898,0.00013104588,0.010096417,0.000110654655,0.000054633976,0.001008005],"genre_scores_gemma":[0.97668415,0.01374798,0.0026814635,0.0059998548,0.000041358628,0.000278698,0.00031422943,0.000021880434,0.00023037053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786985,0.00095344824,0.0005772096,0.00020144938,0.00026239757,0.00013566295],"domain_scores_gemma":[0.99863505,0.00047567967,0.00033940625,0.0002529564,0.00025793363,0.000038960618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065769313,0.00013084931,0.00036419148,0.00004858859,0.000059802573,0.000013738975,0.00017416835,0.000051104427,0.00018376991],"category_scores_gemma":[0.00017814807,0.00007154461,0.00007808022,0.000515175,0.000054056156,0.00030094397,0.000029673527,0.00028819844,0.00000462882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051518185,0.0025763763,0.38356155,0.08708283,0.00067549344,0.000031114763,0.20709133,0.00001229855,0.0009570974,0.22520255,0.060384292,0.027273254],"study_design_scores_gemma":[0.010913324,0.007246256,0.59260374,0.20720708,0.00027671715,8.686448e-7,0.040895592,0.00054687355,0.00006971113,0.00028562936,0.13929014,0.00066406804],"about_ca_topic_score_codex":0.00002496394,"about_ca_topic_score_gemma":0.00001669898,"teacher_disagreement_score":0.2249169,"about_ca_system_score_codex":0.000029118944,"about_ca_system_score_gemma":0.00007286142,"threshold_uncertainty_score":0.29175043},"labels":[],"label_agreement":null},{"id":"W3094068277","doi":"10.1044/2020_jslhr-20-00154","title":"Quantitative Videofluoroscopic Analysis of Swallowing Physiology and Function in Individuals With Chronic Obstructive Pulmonary Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Medicine; COPD; Dysphagia; Physical therapy; Internal medicine; Surgery","score_opus":0.08381148130811586,"score_gpt":0.4481711945135885,"score_spread":0.36435971320547267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094068277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664503,0.0018169077,0.00011185135,0.0008572237,0.000029362207,0.00026781348,0.00000448017,0.000004309537,0.00026304575],"genre_scores_gemma":[0.9986714,0.00030944767,0.0007452679,0.00006865831,0.00009220568,0.000008197066,0.0000048494403,0.000008286927,0.00009167911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984559,0.0003677117,0.00035740234,0.00017085153,0.00037914483,0.00026900606],"domain_scores_gemma":[0.9989701,0.0004437613,0.00018147592,0.00008513767,0.00016510554,0.00015440004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011751903,0.00007864595,0.0003597456,0.00059369276,0.00014641763,0.000013262217,0.00008590761,0.000048102258,0.00010785051],"category_scores_gemma":[0.00016211816,0.000058587746,0.00003811213,0.0007736085,0.000090447626,0.00021962544,0.00016399253,0.0006684997,0.000001542385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000639019,0.000050072747,0.9624722,0.00064993114,0.0006661375,0.00017661981,0.009108706,0.00009104655,0.019664729,0.0005894359,0.000033351975,0.0058587575],"study_design_scores_gemma":[0.00064586493,0.0005211818,0.9803821,0.00022477504,0.00024588403,7.6176497e-7,0.016681882,0.0007984567,0.00015309476,0.00019760813,0.00009485665,0.00005356473],"about_ca_topic_score_codex":0.00025009026,"about_ca_topic_score_gemma":0.000103952065,"teacher_disagreement_score":0.019511634,"about_ca_system_score_codex":0.00008816822,"about_ca_system_score_gemma":0.00019029567,"threshold_uncertainty_score":0.2904336},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3094272551","doi":"10.3390/geriatrics5040082","title":"Is IDDSI an Evidence-Based Framework? A Relevant Question for the Frail Older Population","year":2020,"lang":"en","type":"review","venue":"Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Agriculture and Agri-Food Canada; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Medicine; Dysphagia; Reliability (semiconductor); Population; Gerontology; Environmental health; Surgery","score_opus":0.19865125293425695,"score_gpt":0.5083340060706599,"score_spread":0.309682753136403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094272551","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012013219,0.87947214,0.10578441,0.0041498775,0.0030445252,0.0071929204,0.000087798675,0.00019698712,0.000070150636],"genre_scores_gemma":[0.000022322783,0.9812071,0.009462579,0.002583105,0.0022427188,0.002671253,0.00048760307,0.00010982009,0.0012135012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99621075,0.0009822074,0.0011235542,0.00064869743,0.0005010446,0.0005337208],"domain_scores_gemma":[0.99398434,0.0036669176,0.0011647613,0.00083019474,0.0001986554,0.00015514808],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018115715,0.00044250107,0.0010687493,0.00019218637,0.00085318374,0.00008192371,0.0005557088,0.0007837629,0.00042594172],"category_scores_gemma":[0.0012276642,0.00029456045,0.00044335434,0.00074519654,0.000018761308,0.00026176547,0.00016297192,0.0011210081,0.00027175213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025785524,0.00004434075,0.000115563904,0.02684873,0.000120618184,0.0000026169662,0.00032369565,0.0000055299033,2.282597e-8,0.007883422,0.046299513,0.91833013],"study_design_scores_gemma":[0.00023302047,0.00010422071,0.00026713283,0.012528006,0.0020920092,1.9584627e-7,0.00009194895,0.0008326303,1.7619834e-8,0.0012685823,0.9822629,0.00031932484],"about_ca_topic_score_codex":0.00013592132,"about_ca_topic_score_gemma":0.000021623226,"teacher_disagreement_score":0.9359634,"about_ca_system_score_codex":0.00049944984,"about_ca_system_score_gemma":0.000834399,"threshold_uncertainty_score":0.99995065},"labels":[],"label_agreement":null},{"id":"W3094627139","doi":"10.1016/j.ijporl.2020.110464","title":"The prevalence of swallowing dysfunction in children with laryngomalacia: a systematic review","year":2020,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Laryngomalacia; Dysphagia; MEDLINE; Cochrane Library; Pediatrics; CINAHL; Cohort study; Retrospective cohort study; Cohort; Generalizability theory; Systematic review; Stridor; Randomized controlled trial; Airway; Surgery; Psychological intervention; Internal medicine","score_opus":0.026849763805094223,"score_gpt":0.3805223383397653,"score_spread":0.35367257453467105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094627139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016362689,0.9944024,0.000102062026,0.0003802767,0.0015856498,0.0030890966,0.000022722797,0.000013730451,0.00024040038],"genre_scores_gemma":[0.00024865897,0.99761,0.00008490162,0.0002462118,0.0010786168,0.00023157078,0.000014880707,0.00003777267,0.0004474117],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936898,0.0017333858,0.0030879842,0.00026367378,0.00090052275,0.00032463187],"domain_scores_gemma":[0.9923216,0.0012633029,0.00545523,0.00030412068,0.0005658818,0.00008984133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002480001,0.00034005084,0.0022127065,0.0005182301,0.00010865453,0.000016569169,0.0015540622,0.00024003633,0.00008554033],"category_scores_gemma":[0.00094190415,0.00019173959,0.00046614427,0.00049257907,0.000045755274,0.0002348,0.0003051039,0.0014579269,0.00005277903],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052806692,0.00011752323,0.050227527,0.9364446,0.0030414152,0.00015679799,0.0001217124,8.529375e-7,5.760633e-8,0.00071651075,0.0027220112,0.006398195],"study_design_scores_gemma":[0.002558272,0.0008147679,0.014299661,0.68896055,0.02908495,0.0006723279,0.00009794387,0.00000823371,6.049981e-8,0.00009165268,0.2627643,0.00064726896],"about_ca_topic_score_codex":0.00001763439,"about_ca_topic_score_gemma":0.000009876923,"teacher_disagreement_score":0.2600423,"about_ca_system_score_codex":0.00044299517,"about_ca_system_score_gemma":0.0011057667,"threshold_uncertainty_score":0.7818913},"labels":[],"label_agreement":null},{"id":"W3096390234","doi":"10.1016/j.apmr.2020.10.113","title":"A Consensus Statement for the Management and Rehabilitation of Communication and Swallowing Function in the ICU: A Global Response to COVID-19","year":2020,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"Technische Universiteit Delft; Public Health Agency","keywords":"Delphi method; Likert scale; Medicine; Workforce; Rehabilitation; Physical therapy; Delphi; Psychology; Nursing; Family medicine; Political science; Computer science","score_opus":0.04260245657238552,"score_gpt":0.42586439575466245,"score_spread":0.3832619391822769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096390234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7330925,0.00021138141,0.009258231,0.25362453,0.000031910797,0.0033555443,0.00001176919,0.000010613562,0.00040353116],"genre_scores_gemma":[0.9917996,0.000058239188,0.0057558254,0.0019708115,0.000025622312,0.00036072577,0.000008755934,0.0000042065476,0.000016225355],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982932,0.0008397277,0.00039826738,0.00018141116,0.00017525221,0.00011209799],"domain_scores_gemma":[0.9777629,0.02181708,0.00014422643,0.00016888451,0.000036183686,0.000070739305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014496711,0.00008304185,0.00018812696,0.00007192812,0.00019535137,0.000003450489,0.00007974729,0.000016927457,0.0000018926196],"category_scores_gemma":[0.0020115636,0.000048266033,0.00003089495,0.00018499118,0.00036643894,0.00004314889,0.00010066671,0.000085948086,2.2661207e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011764286,0.00035035578,0.035509486,0.0065254085,0.00023660739,6.737564e-7,0.58703107,0.00038967442,0.0029771444,0.2720287,0.006700764,0.07648582],"study_design_scores_gemma":[0.0041542305,0.006007961,0.66529185,0.0005984958,0.00022355,1.2712287e-7,0.2412218,0.006646834,0.0000015343876,0.06019639,0.015569457,0.00008779058],"about_ca_topic_score_codex":0.00016643901,"about_ca_topic_score_gemma":0.00006627548,"teacher_disagreement_score":0.6297823,"about_ca_system_score_codex":0.000026148573,"about_ca_system_score_gemma":0.000029435836,"threshold_uncertainty_score":0.24081749},"labels":[],"label_agreement":null},{"id":"W3096906825","doi":"10.1007/s00455-020-10204-0","title":"Ischemic Lesion Location Based on the ASPECT Score for Risk Assessment of Neurogenic Dysphagia","year":2020,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Hepatology; Otorhinolaryngology; Lesion; Internal medicine; Swallowing; Risk assessment; Neurology; Radiology; Cardiology; Surgery","score_opus":0.08893912695895506,"score_gpt":0.4024679982103949,"score_spread":0.31352887125143986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096906825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4997544,0.0004942381,0.3154388,0.07142484,0.005203799,0.020707453,0.00043663927,0.0009554662,0.08558434],"genre_scores_gemma":[0.98655355,0.00007150957,0.0023978006,0.0091678845,0.00033018418,0.00074313325,0.00012544179,0.00007008908,0.00054038246],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99690104,0.00056629477,0.000799691,0.0005703235,0.0005941353,0.0005684946],"domain_scores_gemma":[0.99671626,0.0013270185,0.0007500167,0.0006815505,0.00034044808,0.0001846953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012234685,0.00032022514,0.00040430442,0.00009809638,0.0006922354,0.000023731143,0.0005381773,0.00016199668,0.00091384107],"category_scores_gemma":[0.00058588834,0.00023353765,0.00017884473,0.0005789932,0.000077215125,0.00014772144,0.0001646622,0.00072060357,0.00018465394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011597385,0.00090332725,0.1567819,0.0026094972,0.0010279068,0.000017283397,0.0018082509,0.0061954777,0.012338386,0.09368782,0.7153583,0.008112112],"study_design_scores_gemma":[0.010584615,0.0027854692,0.2651373,0.00062944985,0.0015479794,6.8767923e-7,0.0025972743,0.53234804,0.008846853,0.0014707652,0.172884,0.0011675818],"about_ca_topic_score_codex":0.00004452865,"about_ca_topic_score_gemma":0.000014883989,"teacher_disagreement_score":0.54247427,"about_ca_system_score_codex":0.00016410036,"about_ca_system_score_gemma":0.0005029155,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W3100361794","doi":"10.1053/j.semtcvs.2020.10.042","title":"Commentary: Measure Twice, Cut Once: Understanding the Anatomy and Physiology of Esophageal Epiphrenic Diverticula Guides Optimal Surgical Management","year":2020,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Demographics; Retrospective cohort study; Diverticulum (mollusc); Cohort; General surgery; Surgery; Internal medicine","score_opus":0.04622389216928668,"score_gpt":0.3440136461956681,"score_spread":0.2977897540263814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100361794","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086656936,0.24274237,0.0050165495,0.6365024,0.0059647798,0.0101181995,0.00029610202,0.00042304033,0.0122796055],"genre_scores_gemma":[0.6967536,0.06808244,0.0006931487,0.228827,0.002667987,0.0008525985,0.0008887808,0.00025194223,0.0009825153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935552,0.0026737838,0.0009868881,0.0009275046,0.000981438,0.00087522436],"domain_scores_gemma":[0.9971078,0.0015137416,0.0003561647,0.00083302625,0.000067449386,0.00012179793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033177647,0.0005767722,0.001774371,0.00033647515,0.0005715044,0.000034088353,0.00037473717,0.0005741281,0.00007741464],"category_scores_gemma":[0.000047554175,0.00044665294,0.00081125763,0.0004909869,0.00051172095,0.00014055673,0.0010922588,0.002046441,0.000007720156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027453966,0.00004535181,0.011519312,0.004059715,0.0061313617,0.0043588667,0.0012742232,0.000042022657,0.0000018444522,0.00036532592,0.95727026,0.014657176],"study_design_scores_gemma":[0.0015179178,0.00009368228,0.0057635163,0.003593719,0.004409668,0.00006419325,0.014186248,0.0003527492,0.000014051279,0.0015736239,0.9672605,0.0011701435],"about_ca_topic_score_codex":0.00012402177,"about_ca_topic_score_gemma":0.000007915118,"teacher_disagreement_score":0.61009663,"about_ca_system_score_codex":0.0002639446,"about_ca_system_score_gemma":0.00008641406,"threshold_uncertainty_score":0.99979854},"labels":[],"label_agreement":null},{"id":"W3108263314","doi":"10.1044/2020_jslhr-20-00508","title":"Variations in Hyoid Kinematics Across Liquid Consistencies in Healthy Swallowing","year":2020,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Hyoid bone; Swallowing; Kinematics; Orthodontics; Anatomy; Medicine; Geodesy; Surgery; Physics; Geology","score_opus":0.1976265559714212,"score_gpt":0.5252027256396031,"score_spread":0.3275761696681819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108263314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97891927,0.000673905,0.00013177014,0.016824502,0.00011334291,0.0003980605,0.0000020528023,0.000010161505,0.0029269552],"genre_scores_gemma":[0.9950013,0.00045824324,0.0029862155,0.0009099182,0.00029993473,0.00001129052,0.0000014400739,0.000013639839,0.0003179724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99755394,0.00042557623,0.00075282366,0.00014370786,0.00055130944,0.00057265593],"domain_scores_gemma":[0.998622,0.000717708,0.00015383509,0.00011519313,0.00019818044,0.00019310531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049629994,0.0000848507,0.0003237629,0.00031355253,0.0002855819,0.000042559906,0.00017830952,0.000091585876,0.00013084628],"category_scores_gemma":[0.0009840301,0.00007255391,0.000038263017,0.000579532,0.00004576188,0.00022424187,0.00029755628,0.0015467118,0.000021008495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027851544,0.00055750663,0.45998776,0.004846546,0.00018740908,0.0040206606,0.47588128,0.00016611458,0.020616325,0.006932334,0.0051839966,0.0188349],"study_design_scores_gemma":[0.010616483,0.003438329,0.36735648,0.0033767456,0.00003888257,0.00003895878,0.5977313,0.0032237219,0.0005692325,0.0011134774,0.012005535,0.0004908491],"about_ca_topic_score_codex":0.0006667356,"about_ca_topic_score_gemma":0.0008552014,"teacher_disagreement_score":0.121850036,"about_ca_system_score_codex":0.00019008723,"about_ca_system_score_gemma":0.00031719846,"threshold_uncertainty_score":0.6719779},"labels":[],"label_agreement":null},{"id":"W3110776209","doi":"10.1177/0194599820970950","title":"Parent‐Reported Outcome Questionnaire for Swallowing Dysfunction in Healthy Infants and Toddlers: Construction and Content Validation","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Content validity; Swallowing; Delphi method; Medicine; Population; Confounding; Dysphagia; Interview; Psychology; Clinical psychology; Psychometrics; Computer science; Pathology; Artificial intelligence; Surgery","score_opus":0.1438994694193516,"score_gpt":0.40009474149516894,"score_spread":0.2561952720758173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110776209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97546536,0.00014221112,0.013158246,0.008236316,0.00083661993,0.0017500677,0.0000051100524,0.000088657776,0.00031742576],"genre_scores_gemma":[0.99471474,0.00009723769,0.0015335968,0.003051589,0.00009817255,0.0003458249,0.00007131843,0.000014124399,0.000073392664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848765,0.00022648719,0.0005852706,0.0003338189,0.000087119435,0.0002796777],"domain_scores_gemma":[0.99934715,0.00012738311,0.0002434147,0.00009546161,0.00007235843,0.00011421667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004559066,0.00012341037,0.00027714358,0.00010889793,0.00025091745,0.0000120224295,0.000038094127,0.00015326297,0.00003483236],"category_scores_gemma":[0.00030960358,0.00012176664,0.00002324156,0.00011191251,0.00004891433,0.00023944804,0.00007428535,0.00022433083,0.0000074389013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035617457,0.00002003276,0.9889704,0.00033341922,0.00003799992,0.000005295593,0.0007402616,0.000004654705,0.00027237908,0.004488987,0.000236569,0.004533811],"study_design_scores_gemma":[0.004289516,0.00042361408,0.9862592,0.00009668607,0.000065809254,0.000006104231,0.0022296058,0.0017241617,0.0000122222245,0.0003801091,0.00436172,0.00015120777],"about_ca_topic_score_codex":0.00021983923,"about_ca_topic_score_gemma":0.00020761669,"teacher_disagreement_score":0.019249398,"about_ca_system_score_codex":0.00008624496,"about_ca_system_score_gemma":0.00005942795,"threshold_uncertainty_score":0.49654996},"labels":[],"label_agreement":null},{"id":"W3111108096","doi":"10.1044/2020_persp-20-00073","title":"Automatic Estimation of Laryngeal Vestibule Closure Duration Using High-Resolution Cervical Auscultation Signals","year":2020,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Swallowing; Airway; Dysphagia; Vestibule; Epiglottis; Auscultation; Larynx; Surgery; Audiology; Radiology; Vestibular system","score_opus":0.06456287905658935,"score_gpt":0.3756735040007099,"score_spread":0.31111062494412056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111108096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805994,0.00005087317,0.0112978,0.0042999457,0.0008922773,0.0010586457,0.000031195974,0.00006555323,0.0017043038],"genre_scores_gemma":[0.99589515,0.00000874313,0.0026539774,0.00013632362,0.0011428762,0.000024298135,0.000027864291,0.000021456603,0.00008934097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978696,0.0005040116,0.0007486119,0.00027074513,0.0003721155,0.00023492152],"domain_scores_gemma":[0.9984785,0.00019799052,0.00076562795,0.00022913337,0.00025792525,0.000070855465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034865027,0.00016954326,0.00033654724,0.00009223793,0.00029175595,0.000015719655,0.00030280685,0.00012152504,0.00090323976],"category_scores_gemma":[0.0005269215,0.00013603331,0.00012867614,0.0003691176,0.00013438473,0.00037492742,0.00024262637,0.00031731342,0.000040917563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016253623,0.0017033545,0.029863363,0.004138886,0.0013800969,0.000009293522,0.20604447,0.040644705,0.106889665,0.5789005,0.021708889,0.0070914133],"study_design_scores_gemma":[0.0028598444,0.0007691922,0.47072253,0.001057336,0.00059244776,0.0000012726645,0.05505303,0.45167217,0.0033769468,0.013088306,0.0003312048,0.00047574475],"about_ca_topic_score_codex":0.0002200586,"about_ca_topic_score_gemma":0.00018092191,"teacher_disagreement_score":0.56581223,"about_ca_system_score_codex":0.00028856576,"about_ca_system_score_gemma":0.00010694719,"threshold_uncertainty_score":0.9889842},"labels":[],"label_agreement":null},{"id":"W3111409076","doi":"10.1044/2020_persp-19-00152","title":"Practice Patterns of Speech-Language Pathologists Managing Dysphagia in Dementia: A Cross-Sectional Survey in the United States","year":2020,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Dementia; Medicine; Speech-Language Pathology; Clinical Practice; Cross-sectional study; Family medicine; Psychology; Physical therapy; Disease; Pathology; Surgery","score_opus":0.09223019306876273,"score_gpt":0.4256271949135973,"score_spread":0.33339700184483456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111409076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886372,0.00013947056,0.00033291877,0.0043264856,0.0007160326,0.0010391433,0.00011881524,0.000022763033,0.0046671485],"genre_scores_gemma":[0.99782395,0.00012890788,0.00012518992,0.0011145213,0.00052062713,0.000048880094,0.00006463675,0.000022526545,0.00015075691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587846,0.0020654995,0.00082354766,0.00040311035,0.00042618864,0.00040319812],"domain_scores_gemma":[0.9974077,0.0012673424,0.0006382511,0.00040696916,0.00023220426,0.000047528894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022148082,0.00021167684,0.00033378962,0.00022956471,0.00016917178,0.000037875492,0.0009412976,0.00010013219,0.0006644286],"category_scores_gemma":[0.0014719997,0.00014663136,0.00011261339,0.0008177411,0.00019668497,0.00028677352,0.0006787753,0.0009027113,0.000024039078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005115345,0.0003243888,0.92418885,0.00013559061,0.00015630071,0.00004929355,0.065743215,0.00014250893,0.00010144968,0.0077558174,0.0007511593,0.00013988528],"study_design_scores_gemma":[0.00093769893,0.000108185115,0.85866016,0.00009215024,0.00002941171,0.0000013448284,0.13875286,0.00018432384,0.000031276955,0.0004927644,0.00059296767,0.000116847004],"about_ca_topic_score_codex":0.0064905663,"about_ca_topic_score_gemma":0.014200092,"teacher_disagreement_score":0.073009655,"about_ca_system_score_codex":0.00022218052,"about_ca_system_score_gemma":0.00006129806,"threshold_uncertainty_score":0.98118377},"labels":[],"label_agreement":null},{"id":"W3112246209","doi":"10.21203/rs.2.15195/v1","title":"Tongue pressure resistance training for swallowing impairment post-stroke: study protocol for a randomized crossover clinical trial","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Heart and Stroke Foundation of Canada","keywords":"Swallowing; Randomized controlled trial; Crossover study; Stroke (engine); Resistance training; Tongue; Protocol (science); Medicine; Crossover; Physical medicine and rehabilitation; Physical therapy; Computer science; Surgery; Artificial intelligence; Alternative medicine","score_opus":0.32136927663656545,"score_gpt":0.6316921923758598,"score_spread":0.3103229157392944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112246209","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076125613,0.000061576815,0.0034029365,0.0016297463,0.002970637,0.97735125,0.0008458481,0.00023093497,0.00589449],"genre_scores_gemma":[0.037987124,0.000009238002,0.002305399,0.00015610825,0.0024117113,0.83978873,0.00022446532,0.00016586171,0.11695136],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9807187,0.009094947,0.0033343108,0.0020368553,0.0024094193,0.0024057804],"domain_scores_gemma":[0.97659117,0.017330168,0.0011919793,0.0018860161,0.002588421,0.00041226082],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.052663963,0.00070184795,0.0028593712,0.00052034744,0.0017662024,0.00033918567,0.0013908078,0.0010862557,0.0005031118],"category_scores_gemma":[0.009137027,0.0005599842,0.0017450298,0.00021152497,0.00022736246,0.0002222554,0.0027175222,0.0041541695,0.00006897935],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.918343,0.0030044606,0.00083766435,0.01595386,0.0022120844,0.0000131607985,0.00645108,0.00007215493,0.0000056960675,0.0012999205,0.05120989,0.0005970357],"study_design_scores_gemma":[0.76768416,0.0044469056,0.00065858924,0.0025111858,0.00040678936,4.7296293e-8,0.010301842,0.0011652975,0.0000019051573,0.0012825748,0.21104074,0.0004999727],"about_ca_topic_score_codex":0.00017925231,"about_ca_topic_score_gemma":0.0004270935,"teacher_disagreement_score":0.15983085,"about_ca_system_score_codex":0.00060674053,"about_ca_system_score_gemma":0.0048229666,"threshold_uncertainty_score":0.99968517},"labels":[],"label_agreement":null},{"id":"W3116507168","doi":"10.1007/s00455-020-10230-y","title":"Correlating Dysphagia Severity with Fluoroscopic Parameters in Patients with Zenker's Diverticulum","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Zenker's diverticulum; Diverticulum (mollusc); Bolus (digestion); Esophagus; Esophageal sphincter; Esophageal disease; Otorhinolaryngology; Surgery; Internal medicine; Reflux","score_opus":0.013792563046157821,"score_gpt":0.30190802745485423,"score_spread":0.2881154644086964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116507168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98459834,0.00012429657,0.0010558305,0.00036230707,0.00094685046,0.001470899,0.000020684618,0.00017628161,0.011244537],"genre_scores_gemma":[0.98529756,0.000017479568,0.008488832,0.001553924,0.000039867464,0.00022327139,0.00019640323,0.00006984413,0.0041128267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964478,0.00045069147,0.0006523064,0.00072178215,0.0006826261,0.0010447667],"domain_scores_gemma":[0.99823356,0.0002644919,0.00030834615,0.00064027833,0.00031470577,0.00023861551],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037720657,0.00039310846,0.0005313885,0.00013277818,0.000541759,0.00004966225,0.0002556967,0.00019204228,0.0008937513],"category_scores_gemma":[0.00011051588,0.00031106526,0.000049116712,0.0007599735,0.0000959033,0.0004729252,0.00032092628,0.00089724595,0.00033896227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021483858,0.00034976072,0.9933372,0.00017357928,0.00022875583,0.00014720124,0.0010752279,0.00018539141,0.000008292328,0.0005708372,0.00195866,0.0017502675],"study_design_scores_gemma":[0.00646185,0.00030966246,0.98667943,0.0004400405,0.00016315008,0.0000011872664,0.0016254914,0.0005437395,0.00007697814,0.000090139125,0.0031483858,0.00045996785],"about_ca_topic_score_codex":0.0003434755,"about_ca_topic_score_gemma":0.0008668846,"teacher_disagreement_score":0.0074330014,"about_ca_system_score_codex":0.00036925654,"about_ca_system_score_gemma":0.0003692687,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W3124592639","doi":"10.21926/obm.geriatr.2101153","title":"Which Physiological Swallowing Parameters Change with Healthy Aging?","year":2021,"lang":"en","type":"article","venue":"OBM Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; University Health Network","keywords":"Swallowing; Medicine; Physical medicine and rehabilitation; Dentistry","score_opus":0.09938367984901428,"score_gpt":0.39616385258413,"score_spread":0.2967801727351157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124592639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95063406,0.00061208336,0.0028116058,0.015991759,0.0030503892,0.001538879,0.000013523694,0.00041682384,0.02493089],"genre_scores_gemma":[0.9730631,0.0006829629,0.011216297,0.010329016,0.00072416716,0.00041883063,0.00010432751,0.00004521315,0.0034160865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978349,0.0003668935,0.00033698246,0.0004399606,0.00031691996,0.00070432556],"domain_scores_gemma":[0.99884635,0.0002164608,0.00017265476,0.00039415422,0.00019986504,0.00017050764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046901047,0.00019004068,0.00031575005,0.000081668004,0.0005274121,0.000027071706,0.00016685517,0.00014363763,0.00043651043],"category_scores_gemma":[0.000092201975,0.00014884543,0.0000573385,0.0008210347,0.00001850808,0.00016769694,0.00024722304,0.0004897631,0.00026564673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007469527,0.0022352487,0.66606796,0.004733507,0.0011796419,0.0009572706,0.017934134,0.0002762655,0.0025468098,0.051692117,0.22578225,0.025847822],"study_design_scores_gemma":[0.00753349,0.0012815729,0.5436571,0.00043508952,0.0004997307,0.0000078349985,0.012758834,0.0009868373,0.00015475145,0.0016412619,0.42941448,0.0016290096],"about_ca_topic_score_codex":0.00010028439,"about_ca_topic_score_gemma":0.0002021965,"teacher_disagreement_score":0.20363222,"about_ca_system_score_codex":0.00015859184,"about_ca_system_score_gemma":0.00026783327,"threshold_uncertainty_score":0.606974},"labels":[],"label_agreement":null},{"id":"W3135347537","doi":"10.1212/wnl.92.15_supplement.s52.001","title":"Development and validation of a risk score to estimate outcomes after feeding tube placement in acute stroke (S52.001)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Stroke (engine); Medicine; Intensive care medicine; Physics","score_opus":0.029883845417586784,"score_gpt":0.38152892166996283,"score_spread":0.35164507625237607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135347537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958987,0.000007244888,0.00016370534,0.0010448671,0.0006084141,0.0010055513,0.000010041159,0.00002739243,0.001234032],"genre_scores_gemma":[0.9954659,0.000012042848,0.0021912188,0.001196399,0.000012991614,0.00021863579,0.000013617997,0.000014904194,0.0008742869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998642,0.0001510484,0.00042394522,0.00028003386,0.00015859159,0.00034434005],"domain_scores_gemma":[0.9994044,0.00018031892,0.0001513071,0.0001680231,0.000033799097,0.00006220985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042560478,0.00012821986,0.00027226072,0.0002178956,0.000067927715,0.000005362164,0.000090877045,0.00008708322,0.00029622548],"category_scores_gemma":[0.00003194128,0.00011227395,0.000017032127,0.000089408095,0.000010936837,0.00007703771,0.0003047976,0.0002514739,0.00014775104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003837167,0.00005737275,0.99557745,0.00007683186,0.00004943831,0.00000929966,0.0018868933,0.00012859699,0.00035966316,0.00040381035,0.00017886831,0.0008880471],"study_design_scores_gemma":[0.0016905998,0.00025361436,0.99010366,0.000029409777,0.000038357444,4.1276357e-7,0.0001257476,0.0002011829,0.00017028177,0.000048193775,0.0072375056,0.000101047444],"about_ca_topic_score_codex":0.00006925464,"about_ca_topic_score_gemma":0.00035924723,"teacher_disagreement_score":0.007058637,"about_ca_system_score_codex":0.000041178962,"about_ca_system_score_gemma":0.00004670254,"threshold_uncertainty_score":0.45783988},"labels":[],"label_agreement":null},{"id":"W3135478576","doi":"10.21203/rs.3.rs-235253/v1","title":"French-Canadian Cross-Cultural Adaptation of the SWAL-QOL and the SSQ and A Preliminary Psychometric Assessment for Their Use in an Oculopharyngeal Muscular Dystrophy (OPMD) Population","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Cognitive interview; Population; Dysphagia; Quality of life (healthcare); Cognition; Physical therapy; Clinical psychology; Psychiatry; Surgery; Nursing","score_opus":0.1531073541176709,"score_gpt":0.5017293083076694,"score_spread":0.3486219541899985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135478576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879174,0.0010270055,0.0003245007,0.0015086735,0.0004439857,0.008274626,0.00021468707,0.000018027504,0.0002710606],"genre_scores_gemma":[0.9945306,0.00058645447,0.0011437783,0.00007814475,0.00013184594,0.0023950986,0.00069671095,0.00003592492,0.0004013978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944039,0.0027052488,0.0006805559,0.0006809985,0.0008213133,0.00070799753],"domain_scores_gemma":[0.99644554,0.0011995647,0.0003057913,0.0008095414,0.0010201527,0.00021942129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038213092,0.00027714105,0.0004879676,0.0007393601,0.0011810074,0.000375698,0.0004552707,0.0003628003,0.000051337633],"category_scores_gemma":[0.00061263517,0.00016547734,0.00014673577,0.0008624476,0.00030600294,0.00053578016,0.0009413903,0.0013719852,7.813481e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006089514,0.00027723986,0.95118725,0.0052514495,0.00027009894,0.000011491995,0.012894703,0.0015276456,0.000049811555,0.006377556,0.0007443919,0.020799423],"study_design_scores_gemma":[0.0024539314,0.00025010284,0.96179056,0.0008039818,0.000048028884,5.6940104e-7,0.010071253,0.022311741,0.0000016271734,0.0014400979,0.0006649574,0.00016316693],"about_ca_topic_score_codex":0.14914823,"about_ca_topic_score_gemma":0.13732675,"teacher_disagreement_score":0.020784097,"about_ca_system_score_codex":0.0005991228,"about_ca_system_score_gemma":0.00082922727,"threshold_uncertainty_score":0.9083473},"labels":[],"label_agreement":null},{"id":"W3136283372","doi":"10.1136/bmjopen-2020-041591","title":"What are parents’ perceptions related to barriers in diagnosing swallowing dysfunction in children? A grounded theory approach","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Choking; Grounded theory; Intervention (counseling); Swallowing; Perception; Worry; Family medicine; Qualitative research; Pediatrics; Nursing; Psychiatry; Psychology","score_opus":0.0702874766425092,"score_gpt":0.4459040036094246,"score_spread":0.3756165269669154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136283372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95695937,0.000063141066,0.0007973963,0.0026515133,0.0012021525,0.011675759,0.000004349506,0.00006441801,0.026581893],"genre_scores_gemma":[0.9838671,0.00007203838,0.0008149523,0.0025671632,0.000053132873,0.0054906965,0.00018252061,0.00003580019,0.006916574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966824,0.0014242398,0.00061761524,0.0005164032,0.00026066057,0.0004986892],"domain_scores_gemma":[0.9989942,0.0001791569,0.00014400248,0.0004696654,0.000055720397,0.00015730047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025274772,0.00017335445,0.00033319337,0.0002330808,0.0004511274,0.00020463933,0.00033831378,0.00015305863,0.001128214],"category_scores_gemma":[0.00038701826,0.00017563727,0.000054619042,0.00080685667,0.000017070477,0.0011607825,0.0008987676,0.0005304198,0.00021787445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009765846,0.00020206795,0.97702956,0.000079466656,0.00007615466,0.000029803356,0.011719845,0.00043651555,0.00002860327,0.0056892782,0.002125777,0.0024852594],"study_design_scores_gemma":[0.0020920192,0.000021506898,0.82613313,0.0011989467,0.000029134088,0.0000016416825,0.16777197,0.0002210571,0.0000019895629,0.0018630355,0.00044950994,0.00021605809],"about_ca_topic_score_codex":0.00050502253,"about_ca_topic_score_gemma":0.0019669186,"teacher_disagreement_score":0.15605213,"about_ca_system_score_codex":0.000531051,"about_ca_system_score_gemma":0.00032514438,"threshold_uncertainty_score":0.9997849},"labels":[],"label_agreement":null},{"id":"W3136888145","doi":"10.1161/str.52.suppl_1.46","title":"Abstract 46: An Innovative Approach to the Bedside Nursing Swallow Screening Tool: Can Be Used as a Trigger for an Inpatient Cognitive Evaluation to Improve Timeliness of Post-Discharge Cognitive Therapy Referrals","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cognition; Stroke (engine); Referral; Cognitive Assessment System; Physical therapy; Emergency medicine; Cognitive impairment; Family medicine; Psychiatry","score_opus":0.19125033653170959,"score_gpt":0.47340088276159203,"score_spread":0.28215054622988245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136888145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95962614,0.000034225202,0.015904667,0.0030339789,0.00046414806,0.010456838,0.0012981428,0.000056448087,0.009125406],"genre_scores_gemma":[0.9843659,0.0000051072816,0.0033367034,0.004979924,0.00027044534,0.0030313474,0.0024130964,0.000062308194,0.0015351617],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99626833,0.00075493526,0.0007963895,0.0006786913,0.0008319265,0.00066971564],"domain_scores_gemma":[0.99410796,0.0006109855,0.00047584678,0.00037563164,0.0042515136,0.00017803133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026733745,0.0003128669,0.00045939788,0.00024433492,0.0006622422,0.000055321234,0.00023061491,0.00014567933,0.00020849741],"category_scores_gemma":[0.000933871,0.00024437445,0.00009315182,0.00065457466,0.000050651925,0.0004676744,0.00011012811,0.00039742014,0.000012975364],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009080105,0.004243932,0.0035331433,0.0003549124,0.0017510342,0.0000046383857,0.21844496,0.0002554014,0.10749936,0.0059959176,0.0028243617,0.64601225],"study_design_scores_gemma":[0.027949972,0.008539681,0.26564595,0.0027205741,0.0011103034,0.0000015955939,0.614891,0.006537036,0.065034516,0.00083913474,0.0048807417,0.0018495242],"about_ca_topic_score_codex":0.00041269415,"about_ca_topic_score_gemma":0.0004634409,"teacher_disagreement_score":0.6441627,"about_ca_system_score_codex":0.00020278846,"about_ca_system_score_gemma":0.0009400178,"threshold_uncertainty_score":0.9965301},"labels":[],"label_agreement":null},{"id":"W3141512786","doi":"10.1007/s00455-020-10207-x","title":"Depression, Anxiety, and Stress Relative to Swallowing Impairment in Persons with Multiple Sclerosis","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dysphagia; Anxiety; Swallowing; Depression (economics); Medicine; Clinical psychology; DASS; Psychological intervention; Cognition; Hospital Anxiety and Depression Scale; Mental health; Physical therapy; Psychiatry; Surgery","score_opus":0.03352928268292302,"score_gpt":0.3320357910959044,"score_spread":0.29850650841298143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141512786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98100835,0.00040664032,0.0015700379,0.0021364891,0.0003640962,0.0013483556,0.00006483483,0.00010737252,0.01299383],"genre_scores_gemma":[0.98613226,0.00010886511,0.0059437747,0.0012657355,0.000052429543,0.00039865257,0.000055044515,0.000037707214,0.0060055177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787366,0.0002835844,0.00035774428,0.0005525184,0.00032015372,0.000612347],"domain_scores_gemma":[0.99895,0.00024942553,0.00009830245,0.0003410942,0.000109163986,0.00025200052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032619105,0.00022292264,0.0002956929,0.0001321303,0.0004615549,0.00003223177,0.00012898631,0.00011605299,0.00048136472],"category_scores_gemma":[0.00009431681,0.00018796949,0.00003693424,0.00045913315,0.00003046005,0.00029558645,0.00041850653,0.00044690407,0.0001139714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009501015,0.0001656356,0.9833015,0.00011940796,0.000106736385,0.00006967827,0.0071727983,0.000087610344,0.0007735938,0.00047145784,0.005963744,0.0016727981],"study_design_scores_gemma":[0.002897176,0.000087778244,0.97104496,0.0009084967,0.0000681393,0.0000019560466,0.01289328,0.00040456516,0.00047098895,0.000062912404,0.010873851,0.00028592348],"about_ca_topic_score_codex":0.00032669294,"about_ca_topic_score_gemma":0.0023773962,"teacher_disagreement_score":0.012256597,"about_ca_system_score_codex":0.00020928505,"about_ca_system_score_gemma":0.00016669421,"threshold_uncertainty_score":0.7665173},"labels":[],"label_agreement":null},{"id":"W3147972934","doi":"10.1044/2021_ajslp-20-00250","title":"Contributors to Poststroke Dysphagia-Related Caregiver Burden","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Caregiver burden; Medicine; Physical medicine and rehabilitation; Psychology; Gerontology; Physical therapy; Dementia; Surgery; Pathology; Disease","score_opus":0.010042472933670457,"score_gpt":0.3639371442891453,"score_spread":0.35389467135547487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147972934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97456104,0.00089466374,0.0017091983,0.009096809,0.0020403494,0.00037548228,0.00003441537,0.000055207624,0.011232827],"genre_scores_gemma":[0.97901213,0.00013115557,0.0062350845,0.0040899734,0.0006562408,0.000015025243,0.000023651797,0.000046615412,0.009790103],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99655855,0.00092954125,0.0010153997,0.00032420628,0.0004119155,0.00076040614],"domain_scores_gemma":[0.9971402,0.00036708257,0.0009925092,0.00042243346,0.00069723185,0.00038051378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010117891,0.00024669548,0.00083189574,0.0003339918,0.0002147257,0.000016828104,0.00039583805,0.00012875372,0.002281703],"category_scores_gemma":[0.0004916732,0.00021697412,0.00019493984,0.0006622144,0.0001710792,0.000133766,0.00029378635,0.0009229285,0.0004917507],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008106277,0.0004117996,0.06726146,0.00015095352,0.0022896673,0.08260298,0.113719694,0.00017071456,0.11338759,0.00434244,0.04694817,0.56790394],"study_design_scores_gemma":[0.012649846,0.005723982,0.100160055,0.000779438,0.0015790957,0.0040799426,0.62866014,0.00005664986,0.007300991,0.00067188527,0.23666997,0.0016680178],"about_ca_topic_score_codex":0.000195147,"about_ca_topic_score_gemma":0.00006981524,"teacher_disagreement_score":0.5662359,"about_ca_system_score_codex":0.00028024585,"about_ca_system_score_gemma":0.0004835367,"threshold_uncertainty_score":0.99863034},"labels":[],"label_agreement":null},{"id":"W3148701773","doi":"10.1016/j.resp.2021.103671","title":"Respiratory activity of the cricopharyngeus muscle in the neonatal period","year":2021,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Expiration; Respiratory system; Anesthesia; Nasal cannula; Medicine; Cannula; Non-rapid eye movement sleep; Ventilation (architecture); Internal medicine; Surgery; Eye movement","score_opus":0.05449304598155037,"score_gpt":0.3749408875419393,"score_spread":0.32044784156038897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148701773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99220335,0.00038424713,0.0000060526672,0.0018661221,0.0015739327,0.0007330587,0.000024195293,0.000036182093,0.0031728628],"genre_scores_gemma":[0.9754243,0.000024529347,0.000009497322,0.023794452,0.00022283958,0.00020524692,0.0000067224823,0.000022751718,0.00028965445],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9920696,0.006037085,0.00055622135,0.00055866665,0.00015139038,0.00062703196],"domain_scores_gemma":[0.9974619,0.00086318917,0.00037191244,0.001107443,0.00014013739,0.000055395893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008200794,0.00023738615,0.00046870887,0.00009408399,0.0004911666,0.000004946194,0.00077765307,0.00027829714,0.00049489376],"category_scores_gemma":[0.00036473235,0.00014760677,0.00017469363,0.0005281847,0.0004210891,0.000100968384,0.00073368975,0.0011576245,0.00008974583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015183866,0.00033941425,0.029821694,0.00017375061,0.00006582097,0.00006710608,0.0013549876,0.000037165806,0.9495085,0.005112534,0.0107090995,0.002658128],"study_design_scores_gemma":[0.0008848303,0.00017575177,0.7654251,0.000023603288,0.000023981953,0.0000018418176,0.00063416484,0.000005225001,0.0028963939,0.00030683595,0.22949646,0.00012579579],"about_ca_topic_score_codex":0.000028290046,"about_ca_topic_score_gemma":0.00023098488,"teacher_disagreement_score":0.94661206,"about_ca_system_score_codex":0.00008127046,"about_ca_system_score_gemma":0.000717111,"threshold_uncertainty_score":0.6019229},"labels":[],"label_agreement":null},{"id":"W3152523307","doi":"10.3148/cjdpr-2021-003","title":"Nutritional Risk in Oculopharyngeal Muscular Dystrophy: Beyond Dysphagia","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Dysphagia; Medicine; Swallowing; Anthropometry; Body mass index; Physical therapy; Cross-sectional study; Internal medicine; Surgery; Pathology","score_opus":0.06923880641325211,"score_gpt":0.4541271355710648,"score_spread":0.3848883291578127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152523307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8184852,0.023818921,0.00020016958,0.07494741,0.001696841,0.0009808183,0.00007468051,0.000009426349,0.07978651],"genre_scores_gemma":[0.9875855,0.0056934753,0.0028151823,0.0008656097,0.00046231863,0.0000252272,0.000011842913,0.000021911454,0.0025189386],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553466,0.0022201233,0.00056491763,0.00021534649,0.00069650856,0.0007684665],"domain_scores_gemma":[0.9956644,0.0017357331,0.00023149671,0.00020504497,0.0013608133,0.00080249994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053256378,0.00011115644,0.00027694102,0.00060608756,0.0008247306,0.00007817449,0.00021159167,0.00013706592,0.0009871814],"category_scores_gemma":[0.0035357506,0.00010080289,0.00006216286,0.00060518563,0.00016311603,0.0005276981,0.000090488276,0.0018878222,0.0000696608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013118585,0.0016559252,0.47961026,0.0025602165,0.0027575176,0.0644377,0.01701596,0.00009502749,0.0018452755,0.06331392,0.31712177,0.048274558],"study_design_scores_gemma":[0.0050039543,0.0006069927,0.19717257,0.0007324272,0.00024816536,0.00017544781,0.03838792,0.00010742397,0.000060758102,0.009683911,0.7475396,0.00028086823],"about_ca_topic_score_codex":0.005621048,"about_ca_topic_score_gemma":0.014881641,"teacher_disagreement_score":0.4304178,"about_ca_system_score_codex":0.0003838814,"about_ca_system_score_gemma":0.00525771,"threshold_uncertainty_score":0.99992603},"labels":[],"label_agreement":null},{"id":"W3152999153","doi":"10.3148/cjdpr-2021-002","title":"Dysphagia Identification and Assessment in Adults in Primary Care Settings—A Canadian Study of Dietitians","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Nestlé (Canada)","funders":"","keywords":"Dysphagia; Medicine; Scope of practice; Primary care; Swallowing; Malnutrition; Family medicine; Physical therapy; Intervention (counseling); Nursing; Health care; Surgery","score_opus":0.06457984534702556,"score_gpt":0.4647381914474464,"score_spread":0.40015834610042084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152999153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96411115,0.0030379232,0.000003826145,0.0132033,0.00027819563,0.0008933358,0.000015162122,0.0000015695235,0.018455561],"genre_scores_gemma":[0.9976095,0.0013415224,0.00030110628,0.00027002997,0.000046431032,0.000030992687,0.000011295549,0.000013620417,0.00037548144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963599,0.0015668521,0.0007458081,0.00023708666,0.000498504,0.0005918728],"domain_scores_gemma":[0.99692535,0.00079804414,0.00026884564,0.00021442334,0.0011682202,0.0006251347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043298947,0.00010057388,0.00028385757,0.0010392895,0.00039393082,0.000060437735,0.00017172607,0.000105499246,0.0000695686],"category_scores_gemma":[0.0011311055,0.00009838879,0.000018919161,0.00063819817,0.000088002475,0.00040562192,0.00007588101,0.0015501857,0.0000029237501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012054494,0.00036212217,0.91349673,0.0018999666,0.00015366619,0.0029791063,0.061029773,0.00001064601,0.00010714032,0.00074733084,0.002543094,0.016549895],"study_design_scores_gemma":[0.0015830776,0.00034066045,0.6819639,0.00087322126,0.000039643834,0.000010140718,0.3066891,0.000021017502,0.00000501465,0.00007168792,0.008327356,0.00007515662],"about_ca_topic_score_codex":0.35871005,"about_ca_topic_score_gemma":0.9486777,"teacher_disagreement_score":0.58996767,"about_ca_system_score_codex":0.0010623495,"about_ca_system_score_gemma":0.008827134,"threshold_uncertainty_score":0.9967919},"labels":[],"label_agreement":null},{"id":"W3153328114","doi":"10.7202/1076356ar","title":"L’International Dysphagia Diet Standardisation Initiative : revue des qualités métrologiques","year":2021,"lang":"fr","type":"article","venue":"Nutrition, science en évolution","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Institut de Technologie Agroalimentaire; Université de Sherbrooke","funders":"","keywords":"Dysphagia; Humanities; Political science; Library science; Medicine; Philosophy; Computer science; Surgery","score_opus":0.089247007960064,"score_gpt":0.43286860796023874,"score_spread":0.3436216000001747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153328114","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22647808,0.011721968,0.34628713,0.14816612,0.035931256,0.003904152,0.0013043218,0.000703707,0.22550324],"genre_scores_gemma":[0.92285836,0.015777089,0.041699603,0.0014050097,0.0026403253,0.00040894852,0.0006333969,0.00003526112,0.014542019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9945997,0.0018280894,0.00082138873,0.00082576287,0.0010302338,0.0008948505],"domain_scores_gemma":[0.99591076,0.00058268174,0.00040692408,0.0003994721,0.002451035,0.000249122],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005142897,0.00027390584,0.0003182647,0.00036691673,0.0018902717,0.00020694677,0.00047112213,0.00035845287,0.0028215712],"category_scores_gemma":[0.0023222922,0.00031840513,0.00012657684,0.001459547,0.0014250176,0.0028807395,0.00035624186,0.0006715725,0.0002975708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006016602,0.0033078552,0.035663158,0.0026160514,0.00035183923,0.0001381463,0.029477088,0.00022475916,0.009888509,0.7721639,0.10550886,0.040058136],"study_design_scores_gemma":[0.0043858346,0.0009335864,0.40445653,0.0032392715,0.00031381767,0.00004380586,0.041932106,0.009544714,0.0030786698,0.14277862,0.38833162,0.0009614284],"about_ca_topic_score_codex":0.0002164072,"about_ca_topic_score_gemma":0.00034503546,"teacher_disagreement_score":0.69638026,"about_ca_system_score_codex":0.0033432997,"about_ca_system_score_gemma":0.001403629,"threshold_uncertainty_score":0.9999268},"labels":[],"label_agreement":null},{"id":"W3157433726","doi":"10.1177/01945998211010435","title":"Determining the Impact of Thickened Liquids on Swallowing in Patients Undergoing Irradiation for Oropharynx Cancer","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Dysphagia; Swallowing; Medicine; Penetration (warfare); Head and neck cancer; Radiation therapy; Residue (chemistry); Population; Surgery; Internal medicine; Chemistry","score_opus":0.03938142213148496,"score_gpt":0.4236170440422951,"score_spread":0.3842356219108102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157433726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952575,0.00006306565,0.00018735405,0.00049385143,0.00061271735,0.0008707144,0.000013315118,0.00001818249,0.0024832892],"genre_scores_gemma":[0.9979181,0.00004089678,0.00019856564,0.001066988,0.0000722694,0.0003134536,0.000056730474,0.000021065645,0.00031189292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985568,0.0003744745,0.00037779246,0.00021440485,0.00011601648,0.00036050513],"domain_scores_gemma":[0.9989107,0.0005120225,0.00019966874,0.00021125341,0.00013140109,0.000034928475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038230637,0.00011709595,0.00024695316,0.00009764465,0.00022913805,0.000005619025,0.00013002519,0.00012636202,0.00014263533],"category_scores_gemma":[0.00028123613,0.000085796986,0.000091768685,0.00017378158,0.00001958254,0.000107232285,0.0000972284,0.00024368596,0.000008572575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013606297,0.00013476162,0.99456835,0.00011665173,0.00008934223,0.0000024459625,0.0008084329,0.00020677412,0.00030425782,0.0016103421,0.000938029,0.0010845787],"study_design_scores_gemma":[0.0028458263,0.00042757552,0.9946676,0.00015054755,0.000029796123,5.0243514e-8,0.00019456439,0.0010045063,0.00010448458,0.00020737012,0.0002825817,0.00008508061],"about_ca_topic_score_codex":0.0001938757,"about_ca_topic_score_gemma":0.0007229918,"teacher_disagreement_score":0.0027097634,"about_ca_system_score_codex":0.00029891395,"about_ca_system_score_gemma":0.00041032067,"threshold_uncertainty_score":0.34986994},"labels":[],"label_agreement":null},{"id":"W3157986300","doi":"10.4103/jisha.jisha_20_19","title":"A preliminary survey of dysphagia practice patterns among speech-language pathologists in India","year":2020,"lang":"en","type":"article","venue":"Journal of Indian Speech Language & Hearing Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Best practice; Consistency (knowledge bases); Speech-Language Pathology; Medical education; Clinical Practice; Population; Rehabilitation; Family medicine; Physical therapy; Environmental health; Political science; Surgery","score_opus":0.03235988912809108,"score_gpt":0.3798440150720523,"score_spread":0.3474841259439612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157986300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99464834,0.00027372266,0.00013402537,0.0009739311,0.00051778625,0.00066336105,0.00004820802,0.000037590995,0.002703014],"genre_scores_gemma":[0.9963305,0.00010018095,0.0016299555,0.001065053,0.00031400964,0.000011455234,0.000056670015,0.000039762966,0.00045241162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949621,0.0018326119,0.0014739371,0.00025901844,0.0009051638,0.0005671792],"domain_scores_gemma":[0.9943396,0.0014563439,0.003283726,0.00023145994,0.0004787572,0.0002100982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006816332,0.000221665,0.00064171775,0.00038472196,0.00012704522,0.00003865662,0.00035512898,0.00035159168,0.00027763276],"category_scores_gemma":[0.007705145,0.00021306948,0.00012104177,0.00067155896,0.000022149577,0.0006911529,0.00016580736,0.0015962216,0.000048058944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024004666,0.00020315444,0.94471544,0.00028587415,0.00016562949,0.0018039838,0.045484986,0.000024279958,0.0005749521,0.000008380218,0.0012282436,0.005265019],"study_design_scores_gemma":[0.0015866377,0.00039453234,0.9720743,0.00042115807,0.00008459463,0.000011950907,0.024547013,0.00005889439,0.0005611094,0.0000060162797,0.00007835096,0.00017544569],"about_ca_topic_score_codex":0.0048997463,"about_ca_topic_score_gemma":0.0016258117,"teacher_disagreement_score":0.027358847,"about_ca_system_score_codex":0.0009198352,"about_ca_system_score_gemma":0.00034696076,"threshold_uncertainty_score":0.9224335},"labels":[],"label_agreement":null},{"id":"W3158345658","doi":"10.1044/2021_ajslp-20-00208","title":"Survey of Clinician Perspectives and Practices Regarding Swallowing-Related Fatigue","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Thematic analysis; Physical therapy; Physical medicine and rehabilitation; Psychology; Qualitative research; Surgery","score_opus":0.06615510686535574,"score_gpt":0.46962548100638835,"score_spread":0.4034703741410326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158345658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886837,0.0029767223,0.00054929435,0.0018017306,0.0005669365,0.00015427927,0.000009921319,0.00001596726,0.005241425],"genre_scores_gemma":[0.9901746,0.0010848631,0.007400308,0.0003894864,0.00013966678,0.0000028620773,0.000008762159,0.000023116496,0.0007763143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959295,0.0022580908,0.0009807459,0.0002505978,0.00025194758,0.00032912457],"domain_scores_gemma":[0.9941155,0.0014895275,0.0033696636,0.00025601586,0.0006510384,0.00011827618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003344717,0.00015146252,0.00073310296,0.0002290523,0.00014837795,0.000011012894,0.0001885989,0.00009262819,0.0003199443],"category_scores_gemma":[0.0034068674,0.00013077886,0.00010146912,0.0004635492,0.00030322294,0.00021098106,0.0001757292,0.0007737134,0.000008848909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030451233,0.00028278952,0.8225211,0.00011950791,0.0008179251,0.0041476805,0.052841876,0.000008879613,0.0089571765,0.0009284188,0.0008336983,0.10823643],"study_design_scores_gemma":[0.0016590726,0.00087758154,0.6606238,0.00024658637,0.00024569317,0.00025408427,0.3347953,0.00003296024,0.00031566407,0.000128761,0.0006261839,0.00019435096],"about_ca_topic_score_codex":0.0005569583,"about_ca_topic_score_gemma":0.00046276028,"teacher_disagreement_score":0.28195342,"about_ca_system_score_codex":0.000067074114,"about_ca_system_score_gemma":0.00034846587,"threshold_uncertainty_score":0.53330076},"labels":[],"label_agreement":null},{"id":"W3159281044","doi":"10.52010/ijom.2015.41.1.1","title":"Oral and oral preparatory phase of swallowing in children with tonsil hypertrophy: Videofluoroscopy study","year":2015,"lang":"en","type":"article","venue":"International Journal of Orofacial Myology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Dysphagia; Tonsil; Occlusion; Dentistry; Muscle hypertrophy; Internal medicine; Surgery","score_opus":0.06401069232846872,"score_gpt":0.46310363433057095,"score_spread":0.3990929420021022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159281044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697614,0.00009046966,0.00036818904,0.0004842007,0.0010715144,0.00040697798,0.000008306815,0.000007876123,0.00058630516],"genre_scores_gemma":[0.9982482,0.000019025232,0.0011463021,0.00030546825,0.00014670122,0.000012802766,0.000004274243,0.0000112746475,0.00010593071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820757,0.0003481488,0.000672222,0.00014184802,0.00043100963,0.0001991759],"domain_scores_gemma":[0.99882454,0.000072180475,0.0004629779,0.00008423639,0.00045069132,0.00010538339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091753603,0.000118382115,0.00037209736,0.00030624506,0.00004688505,0.000009229611,0.00026690087,0.00006937738,0.000076516815],"category_scores_gemma":[0.00014301136,0.00009176593,0.000035227007,0.00008827423,0.00007413438,0.00028013164,0.00015350904,0.000325828,0.00000564155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017978436,0.00074914924,0.9901704,0.0000044814606,0.000520895,0.00011867484,0.0021466592,0.00006571105,0.0005069833,0.00042289693,0.0008486849,0.0026476136],"study_design_scores_gemma":[0.033486985,0.006188134,0.9462399,0.0001253818,0.00022663063,0.00008569874,0.0068859328,0.00013903796,0.00022147536,0.00079772377,0.0053535206,0.00024959093],"about_ca_topic_score_codex":0.00041128008,"about_ca_topic_score_gemma":0.00021494216,"teacher_disagreement_score":0.043930516,"about_ca_system_score_codex":0.00015932336,"about_ca_system_score_gemma":0.0003923301,"threshold_uncertainty_score":0.37421057},"labels":[],"label_agreement":null},{"id":"W3159421993","doi":"10.1044/2021_persp-20-00303","title":"The Modified Barium Swallow Study for Oropharyngeal Dysphagia: Recommendations From an Interdisciplinary Expert Panel","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dysphagia; Medicine; Oropharyngeal dysphagia; Swallowing; Standardization; Aspiration pneumonia; Best practice; Speech-Language Pathology; Audit; Medical physics; Set (abstract data type); Intensive care medicine; Pneumonia; Physical therapy; Radiology; Computer science","score_opus":0.10428365561330243,"score_gpt":0.449517600842712,"score_spread":0.34523394522940953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159421993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.882909,0.0007253218,0.0037527091,0.060060296,0.01912722,0.0055717016,0.000376877,0.00017048071,0.027306383],"genre_scores_gemma":[0.98704255,0.00010755649,0.00041745263,0.0004320745,0.0039567715,0.0006495816,0.00008383843,0.000056015073,0.0072541637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99665916,0.0010319783,0.0007909244,0.0006651009,0.00031502984,0.00053782336],"domain_scores_gemma":[0.99668956,0.0011200387,0.0004245664,0.0011557448,0.0004855953,0.00012449025],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064094405,0.0003073029,0.00047559798,0.000073762276,0.0022233895,0.00009112701,0.0011783134,0.000121134675,0.0012913437],"category_scores_gemma":[0.00030495902,0.00020174676,0.00028497574,0.0002821359,0.00020479214,0.0003779032,0.002175966,0.00065433234,0.000042160875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033845839,0.009193369,0.007551836,0.00011454385,0.0039730696,0.000040894185,0.4162873,0.00004479677,0.0036931247,0.23066278,0.30939502,0.015658692],"study_design_scores_gemma":[0.0031521195,0.0006484148,0.08723879,0.00016692656,0.00027736637,8.468434e-7,0.86884356,0.0008685507,0.00021608848,0.01968206,0.01851646,0.00038881763],"about_ca_topic_score_codex":0.00025941283,"about_ca_topic_score_gemma":0.01080357,"teacher_disagreement_score":0.45255625,"about_ca_system_score_codex":0.0004401646,"about_ca_system_score_gemma":0.00018813848,"threshold_uncertainty_score":0.9996216},"labels":[],"label_agreement":null},{"id":"W3167210038","doi":"10.1017/s0022215121001298","title":"Progression of swallowing dysfunction and associated complications of dysphagia in a cohort of patients with serial videofluoroscopic swallow examinations","year":2021,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Aspiration pneumonia; Cohort; Oropharyngeal dysphagia; Pneumonia; Univariate analysis; Retrospective cohort study; Etiology; Cohort study; Multivariate analysis; Surgery; Internal medicine","score_opus":0.016370742069373535,"score_gpt":0.33709317106109066,"score_spread":0.3207224289917171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167210038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969173,0.00018105312,0.00062754104,0.00070740975,0.00030028194,0.0005984418,0.00001195382,0.000005065083,0.0006509375],"genre_scores_gemma":[0.99886805,0.00010695828,0.0007853532,0.000098843055,0.000014350664,0.000024137005,0.000031535354,0.000009746341,0.00006105615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972808,0.0012165981,0.00096669636,0.00011175879,0.00021979932,0.00020434293],"domain_scores_gemma":[0.9968667,0.0007518883,0.0014263968,0.00019288939,0.00072498684,0.000037122674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012296374,0.00010163009,0.0005375574,0.00019708145,0.00012246263,0.0000013014551,0.00015715559,0.00015760897,0.00012327764],"category_scores_gemma":[0.0003086139,0.00007046364,0.000039095386,0.00030951656,0.00020953159,0.000105811145,0.00012479883,0.0003605686,9.06562e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027040433,0.00047536267,0.9913271,0.00010949448,0.00031681202,0.0000050017716,0.00092095224,0.00002392754,0.005081741,0.0009787675,0.00015610842,0.0003343397],"study_design_scores_gemma":[0.002944463,0.0006760395,0.99407744,0.00022125816,0.0003038211,0.000004739208,0.0006111362,0.000045700275,0.0006652063,0.00032399365,0.00007804746,0.00004812435],"about_ca_topic_score_codex":0.000063123036,"about_ca_topic_score_gemma":0.00036542665,"teacher_disagreement_score":0.004416535,"about_ca_system_score_codex":0.00006616121,"about_ca_system_score_gemma":0.00025273336,"threshold_uncertainty_score":0.28734237},"labels":[],"label_agreement":null},{"id":"W3172254901","doi":"10.1161/jaha.120.018753","title":"The Benefit of Dysphagia Screening in Adult Patients With Stroke: A Meta‐Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Observational study; Dysphagia; Stroke (engine); Meta-analysis; Randomized controlled trial; Odds ratio; Physical therapy; Pneumonia; MEDLINE; Internal medicine; Pediatrics; Surgery","score_opus":0.049659615381616354,"score_gpt":0.4091654663577988,"score_spread":0.3595058509761825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172254901","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025618519,0.99268013,0.00017718606,0.0018379666,0.00060416054,0.001669953,0.00010119793,0.000009880775,0.0003576493],"genre_scores_gemma":[0.001761307,0.9936139,0.0010535083,0.0004156921,0.00013439635,0.000082057486,0.00001874577,0.00004109728,0.0028792864],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99394685,0.0025739067,0.0016859655,0.00017371782,0.0012328214,0.00038676494],"domain_scores_gemma":[0.9882349,0.002432948,0.007813561,0.00039223113,0.0010632674,0.000063099425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032494739,0.00025029934,0.003786547,0.00033789402,0.00034555228,0.000030186891,0.0004510893,0.00010958232,0.000048121055],"category_scores_gemma":[0.00062388286,0.000119474884,0.002166184,0.0020315847,0.000042997923,0.00012815346,0.0001838071,0.0011527445,0.0000034410336],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006363635,0.00023960497,0.60066366,0.0011154845,0.3037452,0.0000028655857,0.00036651958,0.00017954146,9.42857e-8,0.00019263063,0.0061437897,0.087286964],"study_design_scores_gemma":[0.0008394953,0.0002173521,0.14581671,0.0026721545,0.3369179,5.4272766e-7,0.0011287581,0.000024294852,1.7071733e-7,0.00001647653,0.5120993,0.00026679106],"about_ca_topic_score_codex":0.0003339472,"about_ca_topic_score_gemma":0.0007529576,"teacher_disagreement_score":0.5059555,"about_ca_system_score_codex":0.00067067385,"about_ca_system_score_gemma":0.00047209076,"threshold_uncertainty_score":0.5008165},"labels":[],"label_agreement":null},{"id":"W3173573228","doi":"10.1177/08465371211020630","title":"Evaluation of the Modified Barium Swallow Study Conducted With and Without Radiologist Supervision: A Pre- and Post-Observational Study","year":2021,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Fluoroscopy; Radiology; Nuclear medicine; Observational study; Tertiary care; Retrospective cohort study; Surgery; Internal medicine","score_opus":0.12236647882357353,"score_gpt":0.40356679109721616,"score_spread":0.2812003122736426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173573228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935118,0.0002119301,0.000053299336,0.00323692,0.0004039623,0.001701876,0.000038548656,0.000008064853,0.0008336319],"genre_scores_gemma":[0.9982039,0.000035506215,0.00013990837,0.00032623523,0.000079609614,0.00005754081,0.000022829716,0.000010796933,0.0011236783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99461734,0.0033639912,0.00063939526,0.00024231807,0.0008405459,0.00029642944],"domain_scores_gemma":[0.99568087,0.00031669342,0.0008568583,0.00023213825,0.0027335738,0.00017985055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070754574,0.00014533463,0.00039077402,0.00013446616,0.00064204325,0.00003203703,0.00017164876,0.00013121068,0.000114812894],"category_scores_gemma":[0.0022500057,0.00009919276,0.000038607603,0.00029536142,0.000088662295,0.00017332625,0.000070216265,0.00047601692,5.392701e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048067144,0.00013910896,0.99417233,0.00001784565,0.00059352815,0.000004744471,0.0029681248,0.00024399023,0.00013324474,0.00045765808,0.0008618404,0.00035952035],"study_design_scores_gemma":[0.004429542,0.00045936057,0.97856027,0.00004371134,0.00053254544,0.000011792272,0.014558962,0.0009900779,0.0000030490908,0.00016981305,0.00014058927,0.00010031572],"about_ca_topic_score_codex":0.0053725117,"about_ca_topic_score_gemma":0.10721562,"teacher_disagreement_score":0.10184311,"about_ca_system_score_codex":0.0011214174,"about_ca_system_score_gemma":0.0031914127,"threshold_uncertainty_score":0.9090754},"labels":[],"label_agreement":null},{"id":"W3176491371","doi":"10.1096/fasebj.2019.33.1_supplement.12.3","title":"A clinical perspective on lifelong deglutition: What do we do when it does not work?","year":2019,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Swallowing; Dysphagia; Perspective (graphical); Psychology; Physiology; Neuroscience; Cognitive science; Medicine; Computer science; Dentistry; Surgery","score_opus":0.07419594518849024,"score_gpt":0.4364651611399818,"score_spread":0.36226921595149153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176491371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62277275,0.0020237558,0.0006539214,0.27756745,0.017287077,0.0020666413,0.000011428008,0.0001230592,0.07749395],"genre_scores_gemma":[0.94044137,0.008042575,0.00040169628,0.0116539495,0.002781542,0.00003761778,0.0000022411525,0.000034457837,0.036604553],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9967187,0.0011580099,0.00068583613,0.00029924035,0.00058364903,0.0005545556],"domain_scores_gemma":[0.9975838,0.001016432,0.00046750085,0.00049021933,0.00022252304,0.00021950474],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030752826,0.00020237519,0.00032721533,0.00011672034,0.0009747474,0.0002450557,0.0004915915,0.00015390273,0.008388712],"category_scores_gemma":[0.00011023551,0.00010718986,0.00022345895,0.00014298498,0.000083777166,0.00054213055,0.0002290166,0.0019414953,0.0038494251],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034737543,0.0010389374,0.18861198,0.0001854164,0.0018653689,0.00023845909,0.054503497,0.00012243484,0.00035764265,0.15281546,0.50428826,0.09249878],"study_design_scores_gemma":[0.009783916,0.0013117646,0.06619704,0.0076106987,0.0005711055,0.000032455,0.44044662,0.00013905285,0.00017819299,0.061981007,0.41077244,0.00097571523],"about_ca_topic_score_codex":0.0000142981835,"about_ca_topic_score_gemma":0.000024026947,"teacher_disagreement_score":0.3859431,"about_ca_system_score_codex":0.00039105548,"about_ca_system_score_gemma":0.00024190343,"threshold_uncertainty_score":0.9969262},"labels":[],"label_agreement":null},{"id":"W3178635784","doi":"10.1007/s00455-021-10335-y","title":"A Tutorial on Diagnostic Benefit and Radiation Risk in Videofluoroscopic Swallowing Studies","year":2021,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Manitoba; Toronto Rehabilitation Institute; University of Toronto; CancerCare Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Swallowing; Medicine; Otorhinolaryngology; Radiation exposure; Medical physics; Intensive care medicine; Physical therapy; Radiology; Surgery; Nuclear medicine","score_opus":0.0836958679058658,"score_gpt":0.47629692128987955,"score_spread":0.39260105338401374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178635784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036538293,0.98700845,0.00001180763,0.00007366394,0.008124578,0.0028073653,0.000044055454,0.000086534965,0.0014781747],"genre_scores_gemma":[0.000088761124,0.9939864,0.00013583613,0.0001851768,0.00108173,0.0015677905,0.0001957868,0.0000775127,0.002680957],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958778,0.0010668705,0.0012270386,0.0007799374,0.00037992114,0.0006684458],"domain_scores_gemma":[0.9927411,0.005893455,0.0006706035,0.000489207,0.00007894316,0.0001266682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012156621,0.00055648433,0.0021506785,0.00038139874,0.00047401397,0.000043420634,0.00021369348,0.00045850532,0.00020034178],"category_scores_gemma":[0.0023697417,0.00047399435,0.0001963098,0.00048530268,0.000039518454,0.00015658136,0.00039452466,0.001344477,0.00029928578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069081316,0.00008342713,0.002154986,0.015113779,0.000796047,0.00012319277,0.000993809,0.000004058794,3.104466e-8,0.0045000617,0.008931508,0.9672922],"study_design_scores_gemma":[0.0010260992,0.00009143883,0.0011783404,0.028384829,0.0013627801,5.892808e-7,0.00045231762,0.0000057748507,9.616831e-8,0.000253652,0.9668634,0.0003807009],"about_ca_topic_score_codex":0.00015719062,"about_ca_topic_score_gemma":0.00021396716,"teacher_disagreement_score":0.9669115,"about_ca_system_score_codex":0.00079163286,"about_ca_system_score_gemma":0.00036015193,"threshold_uncertainty_score":0.9997712},"labels":[],"label_agreement":null},{"id":"W3180498725","doi":"10.23804/ejpd.2021.22.02.8","title":"Perioral muscle activity changes after Lip Bumper treatment.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Electromyography; Swallowing; Lower lip; Rest (music); Upper lip; Balance (ability); Physical therapy; Physical medicine and rehabilitation; Surgery; Anatomy; Internal medicine","score_opus":0.08021873254709798,"score_gpt":0.3688021604032374,"score_spread":0.2885834278561394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180498725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9279221,0.00024059587,0.000042394717,0.01225493,0.0015078486,0.0014691718,0.000021101661,0.00015636474,0.05638547],"genre_scores_gemma":[0.87155217,0.00016629121,0.00008999218,0.0013854918,0.00039684784,0.010823512,0.000014844227,0.00002216574,0.1155487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99853164,0.00023256568,0.000115302304,0.00030250094,0.00016601701,0.0006519846],"domain_scores_gemma":[0.9993148,0.00007246429,0.00006456255,0.000337025,0.000057373603,0.00015376337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020763779,0.00014809013,0.00020206704,0.000053357267,0.0002510821,0.000024819448,0.000073635114,0.000093161616,0.0017293746],"category_scores_gemma":[0.000030036028,0.00012239514,0.00006602378,0.00014763635,0.000022694008,0.0001388492,0.000158061,0.00015403896,0.0002463568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012162066,0.0005417344,0.1130146,0.00017417064,0.00023019408,0.00016756688,0.0019542451,4.4733503e-7,0.00027116414,0.0006767705,0.017156556,0.86569095],"study_design_scores_gemma":[0.0005666623,0.0000140652055,0.60496116,0.0000065273784,0.000042955326,2.0776312e-7,0.00040932192,0.0000045102374,0.00015542706,0.00002821731,0.39372098,0.0000899448],"about_ca_topic_score_codex":0.00010277836,"about_ca_topic_score_gemma":0.0013715515,"teacher_disagreement_score":0.865601,"about_ca_system_score_codex":0.00028260553,"about_ca_system_score_gemma":0.00008175713,"threshold_uncertainty_score":0.9991832},"labels":[],"label_agreement":null},{"id":"W3185073343","doi":"10.1002/mdc3.13313","title":"Expiratory Muscle Strength Training in Patients with Parkinson's Disease: A Pilot Study of Mobile Monitoring Application","year":2021,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agentura Pro Zdravotnický Výzkum České Republiky; České Vysoké Učení Technické v Praze","keywords":"Medicine; Audio feedback; Physical medicine and rehabilitation; Physical therapy; Parkinson's disease; Biofeedback; Exhalation; Disease; Anesthesia","score_opus":0.07252492523257902,"score_gpt":0.44471978930596595,"score_spread":0.3721948640733869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185073343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99215335,0.00012681779,0.00051486585,0.0004543037,0.0005078456,0.003056784,0.000007570873,0.000052028885,0.003126414],"genre_scores_gemma":[0.9963981,0.00016055029,0.0007783397,0.00089822005,0.000090816975,0.0014387694,0.000032756936,0.00003256994,0.00016986682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960733,0.001151952,0.0011653829,0.0005758893,0.0006498495,0.00038360557],"domain_scores_gemma":[0.99666464,0.0016140376,0.00073823857,0.00057459803,0.00025364052,0.0001548401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015570542,0.0001876799,0.00037094278,0.00007816177,0.00021870795,0.0000147602195,0.0001853551,0.000050659168,0.000078962534],"category_scores_gemma":[0.00084307435,0.00017600787,0.00004098043,0.00038352463,0.00003813994,0.0003622217,0.00022190217,0.0005697436,0.0000135408845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067351334,0.015428519,0.92982185,0.000094278024,0.00014179484,0.000006540135,0.0019266147,0.00015067344,0.0000044444546,0.0002166171,0.00015180011,0.05138335],"study_design_scores_gemma":[0.00667353,0.0021811428,0.8876695,0.00008993228,0.00014978083,1.7688934e-9,0.07127035,0.00006669637,6.962525e-7,0.0001987828,0.03152807,0.00017149978],"about_ca_topic_score_codex":0.00021450629,"about_ca_topic_score_gemma":0.00063833524,"teacher_disagreement_score":0.06934373,"about_ca_system_score_codex":0.000109419176,"about_ca_system_score_gemma":0.00030035432,"threshold_uncertainty_score":0.7177392},"labels":[],"label_agreement":null},{"id":"W3185415165","doi":"10.1044/2021_jslhr-21-00084","title":"The Frequency of Atypical and Extreme Values for Pharyngeal Phase Swallowing Measures in Mild Parkinson Disease Compared to Healthy Aging","year":2021,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Dysphagia; Medicine; Cohort; Audiology; Pharynx; Pediatrics; Internal medicine; Surgery","score_opus":0.23524900662874906,"score_gpt":0.5218368080112452,"score_spread":0.2865878013824962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185415165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98149586,0.009095537,0.0002315694,0.008198895,0.00015343423,0.00058017863,0.000005416349,0.0000056003796,0.00023348675],"genre_scores_gemma":[0.9947557,0.0012637324,0.0029722375,0.00022726081,0.00031183095,0.000025552485,0.0000026396708,0.000013934601,0.00042712654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997679,0.0005011462,0.0005726652,0.00017847048,0.00057722005,0.00049148826],"domain_scores_gemma":[0.9979522,0.0010990694,0.000117799915,0.00016164899,0.00036940482,0.00029986416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050228136,0.00008834642,0.0002947997,0.0002472208,0.00054486294,0.000051648418,0.00015045224,0.00004339677,0.000027010019],"category_scores_gemma":[0.00070006493,0.00006416591,0.000053984924,0.00024514462,0.000058060396,0.00013503165,0.00019561997,0.0006398931,0.0000010170809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005587034,0.0008340513,0.71504104,0.0028709231,0.00030607413,0.0013065602,0.031198433,0.000016510177,0.039409176,0.0026214635,0.008691096,0.19211762],"study_design_scores_gemma":[0.01690748,0.0012555958,0.83618313,0.004716217,0.00014851401,0.000021723334,0.09480511,0.0012090285,0.0027906229,0.0061087077,0.035442095,0.0004117523],"about_ca_topic_score_codex":0.00030133215,"about_ca_topic_score_gemma":0.00067034736,"teacher_disagreement_score":0.19170587,"about_ca_system_score_codex":0.00011773429,"about_ca_system_score_gemma":0.00037892727,"threshold_uncertainty_score":0.41907004},"labels":[],"label_agreement":null},{"id":"W3185507761","doi":"10.1007/s11136-021-02915-0","title":"Cross-cultural adaptation of the SWAL-QOL and the Sydney Swallow Questionnaire (SSQ) into French-Canadian and preliminary assessment for their use in an oculopharyngeal muscular dystrophy (OPMD) population","year":2021,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Cognitive interview; Cognition; Physical therapy; Quality of life (healthcare); Population; Dysphagia; Clinical psychology; Psychiatry; Nursing; Surgery","score_opus":0.2081367897733486,"score_gpt":0.5130309647993397,"score_spread":0.30489417502599114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185507761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913648,0.00036517633,0.0003370323,0.0055180294,0.000141024,0.002087742,0.000044966586,0.000009536298,0.00013169779],"genre_scores_gemma":[0.9975092,0.00010638858,0.0013085713,0.00016701607,0.00006525921,0.00032003445,0.00012389758,0.0000132319665,0.0003864346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939399,0.004002136,0.00072901585,0.00033045263,0.00061442115,0.00038412132],"domain_scores_gemma":[0.99701047,0.0011867173,0.00024003479,0.000439188,0.0009410496,0.00018256277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006402554,0.00013007942,0.0003402606,0.00014694892,0.0009441352,0.00008803203,0.00022529285,0.00014259407,0.000031495307],"category_scores_gemma":[0.0015377648,0.00008168047,0.000074255084,0.00033438916,0.00041888945,0.0005539063,0.0002489252,0.00041233512,6.2968115e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039439165,0.00015473188,0.94495815,0.0016740898,0.00009166501,0.0000015635082,0.01256649,0.00017095705,0.00032535364,0.033929747,0.0003240957,0.005408755],"study_design_scores_gemma":[0.0021756454,0.0001502582,0.97406656,0.0002664957,0.000017865183,1.7990926e-7,0.01151875,0.0074472,0.000013755476,0.0038843583,0.0003733246,0.000085589214],"about_ca_topic_score_codex":0.22393686,"about_ca_topic_score_gemma":0.23974968,"teacher_disagreement_score":0.030045388,"about_ca_system_score_codex":0.0002451492,"about_ca_system_score_gemma":0.00081553747,"threshold_uncertainty_score":0.781231},"labels":[],"label_agreement":null},{"id":"W3186450121","doi":"10.1111/1460-6984.12654","title":"Psychological impact of COVID‐19 on speech and language therapists working with adult dysphagia: A national survey","year":2021,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Anxiety; Dysphagia; Psychology; Psychological intervention; Depression (economics); Clinical psychology; Irish; Mental health; DASS; Hospital Anxiety and Depression Scale; Pandemic; Psychiatry; Physical therapy; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","score_opus":0.07432216811428917,"score_gpt":0.4842275932640179,"score_spread":0.4099054251497287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186450121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97894526,0.0014802059,0.0010731065,0.0046471152,0.00019432546,0.00022518223,0.000045662426,0.000019828049,0.013369327],"genre_scores_gemma":[0.9948623,0.0012787646,0.0019526477,0.0013179253,0.000058441463,0.000011202447,0.0001412377,0.00001551245,0.00036192668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975863,0.0008723227,0.00055172143,0.00014675014,0.00068547414,0.00015742994],"domain_scores_gemma":[0.9969048,0.0010265628,0.0007478988,0.00028437178,0.00092690357,0.0001094565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012211491,0.00013466256,0.00023064019,0.00020680967,0.00013331877,0.000032246087,0.00053384673,0.000079535894,0.00072284986],"category_scores_gemma":[0.00088555494,0.000099027566,0.00009588569,0.00021053279,0.00009425583,0.0001461634,0.00014941045,0.00049624214,0.00000736634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030515504,0.0020941196,0.8836072,0.00008865587,0.0029027527,0.00021431611,0.033401925,0.0007649428,0.0013778502,0.013441235,0.009965766,0.0490897],"study_design_scores_gemma":[0.0068567013,0.0005421387,0.9639547,0.00051246857,0.00005733347,0.00008149136,0.023688281,0.00021931218,0.000056077417,0.0017786565,0.0019768404,0.0002760376],"about_ca_topic_score_codex":0.00051648554,"about_ca_topic_score_gemma":0.0025856097,"teacher_disagreement_score":0.08034747,"about_ca_system_score_codex":0.00025922665,"about_ca_system_score_gemma":0.0003445061,"threshold_uncertainty_score":0.79146993},"labels":[],"label_agreement":null},{"id":"W3190747739","doi":"10.1007/s00455-021-10350-z","title":"A Retrospective Analysis of Swallowing Function and Physiology in Patients Living with Dementia","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Dementia; Oropharyngeal dysphagia; Otorhinolaryngology; Physical therapy; Surgery; Internal medicine; Disease","score_opus":0.012490471133470927,"score_gpt":0.31208095293031124,"score_spread":0.29959048179684034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190747739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944403,0.00009199197,0.0008796782,0.000044753695,0.00021031774,0.00025391448,0.000004647212,0.000021159407,0.0040532053],"genre_scores_gemma":[0.99887836,0.000020714968,0.0003797784,0.00022363424,0.000015283766,0.000040647537,0.000049076833,0.000010570461,0.00038194624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987237,0.00022423604,0.00031679304,0.00029850344,0.00017509625,0.00026169742],"domain_scores_gemma":[0.99932957,0.00010206733,0.00017568316,0.00019136393,0.00016098395,0.000040330437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027710607,0.00010570324,0.00034137833,0.00024078798,0.0001285902,0.0000054867346,0.000049333456,0.000067264,0.0006247338],"category_scores_gemma":[0.000059684036,0.0000935983,0.000040525192,0.0009178172,0.00002625846,0.00013327306,0.00014185169,0.00018777797,0.000007639259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003512399,0.0001332696,0.9946004,0.00006828745,0.001812247,0.0000019949937,0.00072122645,0.000039376195,0.00036073115,0.0018351333,0.00009051865,0.00030165105],"study_design_scores_gemma":[0.00092439464,0.00011177111,0.9957994,0.00007697308,0.0012156322,1.9533713e-8,0.0010450461,0.00048796955,0.000010927163,0.00012905111,0.00011060896,0.000088208304],"about_ca_topic_score_codex":0.00010210768,"about_ca_topic_score_gemma":0.0006340225,"teacher_disagreement_score":0.0044380156,"about_ca_system_score_codex":0.00008764098,"about_ca_system_score_gemma":0.000050228577,"threshold_uncertainty_score":0.6840397},"labels":[],"label_agreement":null},{"id":"W3192177985","doi":"10.1007/bf03019684","title":"Laryngoscope breakage","year":2000,"lang":"fr","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Breakage; Computer science; World Wide Web","score_opus":0.019623100954158985,"score_gpt":0.2807043775392902,"score_spread":0.2610812765851312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192177985","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14714965,0.015961781,0.00006842542,0.782605,0.011370335,0.0017984429,0.00014922196,0.000047539,0.04084962],"genre_scores_gemma":[0.18658246,0.009873901,0.0037520272,0.21846832,0.087702125,0.000093902425,0.00058161473,0.0021368642,0.49080878],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.98385096,0.0032166562,0.0046867975,0.00088538,0.0020220005,0.0053381887],"domain_scores_gemma":[0.9829805,0.0007322192,0.004589964,0.0009864266,0.0019472126,0.008763703],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0059507987,0.0018345204,0.0030403018,0.0038810358,0.003605749,0.0010008964,0.003421195,0.0032420622,0.034974225],"category_scores_gemma":[0.00035769277,0.0017729499,0.0015410652,0.0013701267,0.0009534361,0.0016428647,0.00005968135,0.01666426,0.0019091294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008176679,0.000042790278,0.0012410465,0.00036117152,0.00056769483,0.49948812,0.0018098322,0.000067868365,0.0000011816335,0.0002809884,0.489448,0.0066095376],"study_design_scores_gemma":[0.0012697774,0.0009055501,0.0017998847,0.0021026228,0.00088339107,0.46658745,0.0009855187,0.0000130834815,0.000001340602,0.00042230714,0.5241498,0.0008793269],"about_ca_topic_score_codex":0.061295953,"about_ca_topic_score_gemma":0.09189045,"teacher_disagreement_score":0.5641366,"about_ca_system_score_codex":0.0068501965,"about_ca_system_score_gemma":0.03765267,"threshold_uncertainty_score":0.99943995},"labels":[],"label_agreement":null},{"id":"W3192396738","doi":"10.3233/jpd-212798","title":"Clinical and Economic Outcomes Associated with Dysphagia in Hospitalized Patients with Parkinson’s Disease","year":2021,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; Toronto Rehabilitation Institute; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Comorbidity; Healthcare Cost and Utilization Project; Odds ratio; Retrospective cohort study; Internal medicine; Pneumonia; Aspiration pneumonia; Incidence (geometry); Emergency medicine; Pediatrics; Physical therapy; Health care; Surgery","score_opus":0.025921637947067637,"score_gpt":0.37284347853163413,"score_spread":0.3469218405845665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192396738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958847,0.00040232952,0.00006115594,0.0018177741,0.00067402323,0.00061878137,0.00008163399,0.000023415154,0.00043615408],"genre_scores_gemma":[0.996849,0.00035999977,0.00036460836,0.0013239634,0.00010777773,0.000044378612,0.000049151717,0.000042972948,0.00085814134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965849,0.00081539253,0.0012214818,0.0003840284,0.0005077165,0.00048646453],"domain_scores_gemma":[0.9968572,0.0004372455,0.001085962,0.00031968043,0.00030213513,0.0009977245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094649795,0.00028084047,0.00075342314,0.00017458702,0.00019196694,0.000050938397,0.00019193083,0.00008991114,0.0003929819],"category_scores_gemma":[0.0004774035,0.00019649342,0.00015302133,0.00017283807,0.00011390183,0.00043881204,0.00013516274,0.0005697929,0.000025010402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019555935,0.0010076092,0.9911034,0.00008323806,0.00044148197,0.00068469835,0.000117374126,0.000034114648,8.4619394e-8,0.00017724722,0.0038053987,0.00058974343],"study_design_scores_gemma":[0.012794821,0.00020343272,0.95834434,0.00047766,0.0005095729,2.8445214e-7,0.00024609818,0.000092592265,1.4221973e-7,0.00023373868,0.026846273,0.00025105072],"about_ca_topic_score_codex":0.000018717858,"about_ca_topic_score_gemma":0.00020268756,"teacher_disagreement_score":0.03275908,"about_ca_system_score_codex":0.0002993096,"about_ca_system_score_gemma":0.0012936367,"threshold_uncertainty_score":0.80127686},"labels":[],"label_agreement":null},{"id":"W3193768487","doi":"10.1080/17549507.2021.1953144","title":"Assessing adherence and exploring barriers to provision of prescribed texture modifications for dysphagia in a residential aged care facility in rural Australia","year":2021,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Staffing; Audit; Dysphagia; Focus group; Aged care; Medicine; Nursing homes; Nursing; Business; Marketing; Surgery","score_opus":0.10056863472900214,"score_gpt":0.46298851862898804,"score_spread":0.3624198838999859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193768487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993888,0.0002691923,0.0031821171,0.00095606456,0.0009879668,0.00052567484,0.00006701998,0.000006699868,0.00011722107],"genre_scores_gemma":[0.992963,0.000035236022,0.0064081186,0.00010635666,0.00012758184,0.00008058434,0.000033140066,0.00000800325,0.0002379782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809474,0.00032628412,0.0008360503,0.00020061451,0.00030364213,0.00023869025],"domain_scores_gemma":[0.9985991,0.00020599493,0.0003932558,0.00013905058,0.00055183837,0.00011077519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007539375,0.00011531192,0.00029222522,0.0003892648,0.000070155904,0.000031671203,0.00025710204,0.00010706419,0.00021172981],"category_scores_gemma":[0.0010885344,0.00011142389,0.000061275525,0.00016208123,0.00003481631,0.00045386498,0.00016583187,0.00042608797,0.0000026772175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012589961,0.00024850245,0.4832249,0.00069905753,0.00022139218,0.003226147,0.1193498,0.00058221933,0.30815497,0.0012668612,0.0011326512,0.08063452],"study_design_scores_gemma":[0.004734853,0.00024006881,0.7966456,0.0010999739,0.00006172038,0.000065253655,0.18658945,0.0001490564,0.009252889,0.00058683305,0.00035063984,0.00022369105],"about_ca_topic_score_codex":0.0002571735,"about_ca_topic_score_gemma":0.0016554578,"teacher_disagreement_score":0.31342068,"about_ca_system_score_codex":0.00022792308,"about_ca_system_score_gemma":0.0003241346,"threshold_uncertainty_score":0.45437345},"labels":[],"label_agreement":null},{"id":"W3195607837","doi":"10.1016/j.media.2021.102218","title":"Automatic annotation of cervical vertebrae in videofluoroscopy images via deep learning","year":2021,"lang":"en","type":"article","venue":"Medical Image Analysis","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North York General Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Artificial intelligence; Computer science; Swallowing; Pixel; Gold standard (test); Convolutional neural network; Kinematics; Deep learning; Landmark; Computer vision; Pattern recognition (psychology); Medicine; Radiology","score_opus":0.013095892006795232,"score_gpt":0.393504932193157,"score_spread":0.3804090401863618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195607837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5624612,0.00069659157,0.41499084,0.0068792026,0.00034959064,0.00047789738,0.000004906739,0.00020001184,0.013939738],"genre_scores_gemma":[0.9901682,0.00017902273,0.0068930807,0.0009246312,0.00006202012,0.00006679881,0.00016663507,0.000016983957,0.0015225885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658865,0.000991532,0.00087023614,0.00032442273,0.00082286604,0.000402282],"domain_scores_gemma":[0.99851954,0.0005595412,0.00023493795,0.00028947627,0.00021485846,0.0001816463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013162335,0.00013817998,0.00058061135,0.00039959588,0.00016049921,0.000015001555,0.00019504318,0.00015556408,0.02239697],"category_scores_gemma":[0.0012233047,0.0001252604,0.0001885976,0.0020431941,0.000079920814,0.0002077838,0.00022174449,0.00060191326,0.00020862672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002848389,0.0008323052,0.84530467,0.0012680829,0.0023359505,0.0007068187,0.0037115428,0.00019840857,0.0074997805,0.00050086336,0.0040612696,0.1335518],"study_design_scores_gemma":[0.0015863279,0.000053368945,0.5425023,0.00021326354,0.0016624987,8.052356e-7,0.004421278,0.4464094,0.0011818064,0.00052415626,0.0012022615,0.0002425312],"about_ca_topic_score_codex":0.00040917326,"about_ca_topic_score_gemma":0.0009995155,"teacher_disagreement_score":0.44621098,"about_ca_system_score_codex":0.00010366697,"about_ca_system_score_gemma":0.0001758254,"threshold_uncertainty_score":0.9784967},"labels":[],"label_agreement":null},{"id":"W3197509552","doi":"10.1016/j.clinbiomech.2021.105477","title":"Effects of different high-flow nasal cannula flow rates on swallowing function","year":2021,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Toronto Rehabilitation Institute; SickKids Foundation; University of Toronto; University of Ontario Institute of Technology; Institute for Clinical Evaluative Sciences","funders":"Japan Society for the Promotion of Science","keywords":"Swallowing; Medicine; Cannula; Nasal cannula; Anesthesia; Aspiration pneumonia; Choking; Prospective cohort study; Nose; Pneumonia; Surgery; Internal medicine; Anatomy","score_opus":0.0478915237827389,"score_gpt":0.421897971660833,"score_spread":0.37400644787809406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197509552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249086,0.00036450994,0.041023213,0.0025663627,0.027465427,0.0017261407,0.00004147289,0.000284998,0.0016193056],"genre_scores_gemma":[0.99040556,0.00037918042,0.001844436,0.0028924146,0.00061111565,0.00012102408,0.00017040738,0.000045357003,0.0035305058],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99677926,0.00083401817,0.001007076,0.0005123953,0.00038879277,0.0004784332],"domain_scores_gemma":[0.997047,0.0017916141,0.000307923,0.00046153134,0.00019548058,0.00019642734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000871564,0.00023482156,0.00059652637,0.000103360355,0.000261332,0.000013950792,0.0001895178,0.00036101867,0.00043610774],"category_scores_gemma":[0.0006985135,0.00019283817,0.00024569125,0.00032157882,0.00003136054,0.00007031166,0.0003263841,0.0006349728,0.00029333067],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026838374,0.010609911,0.01437207,0.0071111904,0.0038499995,0.00052341353,0.000922144,0.000070976304,0.15700945,0.16913758,0.13240142,0.501308],"study_design_scores_gemma":[0.05753125,0.017383588,0.17369446,0.00872565,0.0050275787,0.000002502255,0.004373502,0.13689062,0.294224,0.10380079,0.19395196,0.0043941108],"about_ca_topic_score_codex":0.0000170596,"about_ca_topic_score_gemma":0.00003995078,"teacher_disagreement_score":0.49691388,"about_ca_system_score_codex":0.00011620763,"about_ca_system_score_gemma":0.00018275368,"threshold_uncertainty_score":0.78637123},"labels":[],"label_agreement":null},{"id":"W3197863283","doi":"10.1044/2021_ajslp-21-00026","title":"Adherence to Home-Based Swallowing Therapy Using a Mobile System in Head and Neck Cancer Survivors","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Physical therapy; Head and neck cancer; Biofeedback; Quality of life (healthcare); mHealth; Clinical trial; Radiation therapy; Internal medicine; Surgery","score_opus":0.0383982552356256,"score_gpt":0.4170147799529225,"score_spread":0.3786165247172969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197863283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418545,0.0020843172,0.0019554994,0.0003235257,0.0007405308,0.00040186802,0.000007915107,0.000021124912,0.0002797844],"genre_scores_gemma":[0.98487085,0.0002495945,0.0129462555,0.0015223783,0.00018381054,0.00005181829,0.000002058682,0.000028366283,0.00014489602],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99763614,0.0007390134,0.0006642036,0.00025960815,0.00023060568,0.00047042596],"domain_scores_gemma":[0.9986943,0.00022028823,0.0005195079,0.00022023296,0.00017791672,0.00016778095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008821181,0.00017407222,0.0006434814,0.0003026915,0.00012521795,0.000015331978,0.0001746719,0.00006450214,0.00019243782],"category_scores_gemma":[0.000048401565,0.0001519421,0.00007323897,0.0005887298,0.000080966594,0.0000979727,0.00009895001,0.000460916,0.000009109355],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004387655,0.00018538632,0.64935464,0.00024742848,0.00012523984,0.008927614,0.019303698,0.0010202379,0.039058466,0.000072430514,0.00008270634,0.2811834],"study_design_scores_gemma":[0.014226244,0.00751073,0.42687455,0.0059588877,0.00025834105,0.0007651685,0.5297629,0.0021955897,0.004746037,0.00004732406,0.006203829,0.001450354],"about_ca_topic_score_codex":0.00326649,"about_ca_topic_score_gemma":0.0025624533,"teacher_disagreement_score":0.51045924,"about_ca_system_score_codex":0.00028584336,"about_ca_system_score_gemma":0.00047697165,"threshold_uncertainty_score":0.61960196},"labels":[],"label_agreement":null},{"id":"W3197982746","doi":"10.1002/mus.27417","title":"Lung volume recruitment improves volitional airway clearance in amyotrophic lateral sclerosis","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; Covenant Health; University of Alberta","funders":"University of Alberta","keywords":"Amyotrophic lateral sclerosis; Medicine; Lung volumes; Airway; Lung; Physical medicine and rehabilitation; Neuroscience; Anesthesia; Pathology; Psychology; Internal medicine; Disease","score_opus":0.08349362926243102,"score_gpt":0.37202295101165017,"score_spread":0.28852932174921914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197982746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710096,0.0005923433,0.00016169796,0.01119559,0.0015196839,0.0012340904,0.000027135238,0.000113366135,0.014146495],"genre_scores_gemma":[0.9648686,0.0001996847,0.0007877715,0.0042266627,0.000267272,0.0008903928,0.00013620997,0.000038043574,0.028585361],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99745405,0.0004129711,0.0005616305,0.0004996351,0.00033810883,0.0007336009],"domain_scores_gemma":[0.9991022,0.000081890874,0.00014816548,0.00040250146,0.00013084612,0.00013443144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048148874,0.00020266528,0.00029156747,0.00011144637,0.0003578204,0.000035004636,0.0001862454,0.00012414386,0.0030825404],"category_scores_gemma":[0.000039009203,0.00020476247,0.00011224813,0.00035058887,0.000034344605,0.00022171217,0.00029945697,0.00051122485,0.00032060238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059608184,0.002565547,0.33383435,0.0026106685,0.00057199557,0.0007539809,0.008284487,0.0004933563,0.069649965,0.05005012,0.4362727,0.09431673],"study_design_scores_gemma":[0.0014319425,0.00005217872,0.88000566,0.00035240146,0.000020878895,4.1100202e-7,0.00041993574,0.0021234646,0.00007446011,0.00059057167,0.114707656,0.00022041147],"about_ca_topic_score_codex":0.00040790168,"about_ca_topic_score_gemma":0.00033030144,"teacher_disagreement_score":0.54617137,"about_ca_system_score_codex":0.000431163,"about_ca_system_score_gemma":0.00024568208,"threshold_uncertainty_score":0.9978288},"labels":[],"label_agreement":null},{"id":"W3198767343","doi":"10.1123/apaq.2020-0133","title":"Singing and Dancing With Neuromuscular Conditions: A Mixed-Methods Study","year":2021,"lang":"en","type":"article","venue":"Adapted Physical Activity Quarterly","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Singing; Swallowing; Psychology; Neuromuscular disease; Physical medicine and rehabilitation; Thematic analysis; Quality of life (healthcare); Choking; Physical therapy; Medicine; Qualitative research","score_opus":0.02887636250316959,"score_gpt":0.4232430462108143,"score_spread":0.3943666837076447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198767343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97603744,0.000013197404,0.019974604,0.00053603546,0.00021805671,0.00057187444,0.000005773819,0.00014589743,0.0024971354],"genre_scores_gemma":[0.9965344,0.0000012232036,0.0023444244,0.00017398405,0.00012947196,0.00019496899,0.000011011673,0.000029984009,0.0005805488],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973141,0.001346552,0.00017132776,0.00048607445,0.00027269896,0.00040922186],"domain_scores_gemma":[0.99844086,0.0008120245,0.00012755531,0.00037618933,0.00011259436,0.0001307464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035325607,0.00020828741,0.00037470367,0.00006144032,0.0006543974,0.000045401877,0.000081779704,0.00004504854,0.000042374413],"category_scores_gemma":[0.000033231332,0.00017891143,0.00005322831,0.00033525014,0.000048766768,0.00040111435,0.00008238063,0.00053108763,0.000025934192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034090588,0.012645781,0.02299786,0.0006195821,0.002091883,0.00075849413,0.04867508,0.00006535035,0.10065694,0.02056906,0.0011605693,0.7894185],"study_design_scores_gemma":[0.004978868,0.0033423214,0.864241,0.00029757526,0.0008481176,0.000009620535,0.1059424,0.010304609,0.0010621161,0.0028104994,0.005299649,0.00086322374],"about_ca_topic_score_codex":0.0001273704,"about_ca_topic_score_gemma":0.00015330559,"teacher_disagreement_score":0.84124315,"about_ca_system_score_codex":0.00005419543,"about_ca_system_score_gemma":0.000109486726,"threshold_uncertainty_score":0.7295796},"labels":[],"label_agreement":null},{"id":"W3198785807","doi":"10.1007/s00455-021-10355-8","title":"Natural History of Cricopharyngeus Muscle Dysfunction Symptomatology","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada; BP (Canada); Centre for Global Health Research; University of Calgary","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Retrospective cohort study; Cohort; Diverticulum (mollusc); Internal medicine; Hepatology; Natural history; Population; Cohort study; Surgery","score_opus":0.028033083899046938,"score_gpt":0.343276656937883,"score_spread":0.31524357303883604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198785807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5276476,0.01046569,0.0017266105,0.0022173224,0.04099748,0.0011025403,0.000018119319,0.0005274013,0.4152972],"genre_scores_gemma":[0.8805961,0.00011922501,0.0007971595,0.0019208684,0.00015680367,0.00008547638,0.000083038336,0.000028838753,0.11621248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981428,0.0003321715,0.0005169985,0.00032218135,0.00025631688,0.00042957946],"domain_scores_gemma":[0.99874693,0.0002136263,0.00026215264,0.0004180289,0.00027230417,0.00008693428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028462353,0.00015689038,0.0003334455,0.000111478155,0.00013620147,0.000003065432,0.00016009585,0.00014532218,0.0055357674],"category_scores_gemma":[0.00011660436,0.00015423406,0.000089777415,0.00020272784,0.000066085435,0.00017583335,0.00020013592,0.0004001206,0.0005988914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007908803,0.00038069492,0.038246978,0.000948861,0.00041879265,0.00016798117,0.002647555,0.0000074133245,0.018929724,0.05088154,0.877658,0.0096333865],"study_design_scores_gemma":[0.0019335523,0.00006520355,0.1581399,0.00008186876,0.00015976507,0.00000639241,0.0014226616,0.00045108292,0.00042560522,0.00049080816,0.8365792,0.00024393635],"about_ca_topic_score_codex":0.00009141231,"about_ca_topic_score_gemma":0.000073716605,"teacher_disagreement_score":0.3529485,"about_ca_system_score_codex":0.0005551205,"about_ca_system_score_gemma":0.0005941612,"threshold_uncertainty_score":0.9953733},"labels":[],"label_agreement":null},{"id":"W3202444222","doi":"10.51731/cjht.2021.157","title":"Pharyngeal Electrical Stimulation for the Treatment of Dysphagia Associated With Neurologic Conditions","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Swallowing; Horizon; Stimulation; Medicine; Emerging technologies; Physical medicine and rehabilitation; Intensive care medicine; Computer science; Surgery; Artificial intelligence; Internal medicine; Physics","score_opus":0.06738108330130502,"score_gpt":0.3949480469823885,"score_spread":0.3275669636810835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202444222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817935,0.055376086,0.01183562,0.14195283,0.0021678277,0.0052813264,0.00033303132,0.00029196852,0.0009678477],"genre_scores_gemma":[0.99779224,0.00070387096,0.00037382785,0.0006537626,0.000015953192,0.00009224751,0.00003132676,0.000012673483,0.00032407627],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99837923,0.0002191911,0.0006282901,0.00012461502,0.00014618518,0.0005024651],"domain_scores_gemma":[0.9975194,0.000984538,0.0007598804,0.00020232248,0.00046998463,0.000063884596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187462,0.00011890918,0.00037272225,0.00024817523,0.0008389681,0.00001062786,0.00019042371,0.00013008226,0.00006950546],"category_scores_gemma":[0.00050152285,0.00007308379,0.00007694896,0.0004428429,0.00012593677,0.00007632851,0.000010057226,0.0003006915,0.0000018444674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000392204,0.0011108962,0.41528848,0.00047393914,0.0025314777,0.00046353228,0.003404299,0.0020109816,0.0001804668,0.055625048,0.06179,0.4567287],"study_design_scores_gemma":[0.0081812395,0.0116251735,0.6199819,0.00032754178,0.0006738032,0.000037403155,0.012072273,0.0019118063,0.0003744344,0.011142016,0.33332735,0.00034507032],"about_ca_topic_score_codex":0.00058404607,"about_ca_topic_score_gemma":0.0071417848,"teacher_disagreement_score":0.45638362,"about_ca_system_score_codex":0.00062658254,"about_ca_system_score_gemma":0.0038211336,"threshold_uncertainty_score":0.6778527},"labels":[],"label_agreement":null},{"id":"W3203391718","doi":"10.1044/2021_persp-21-00075","title":"Usability Testing of a mHealth System for Swallowing Therapy in Patients Following Stroke","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Usability; mHealth; Medicine; Stroke (engine); Physical therapy; Psychology; Physical medicine and rehabilitation; Computer science; Human–computer interaction; Nursing; Psychological intervention; Engineering","score_opus":0.07888668650146798,"score_gpt":0.39330079871520823,"score_spread":0.31441411221374027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203391718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98485583,0.00011323686,0.00017061706,0.00033074894,0.0027635144,0.0015942586,0.000039535877,0.000028826908,0.0101034315],"genre_scores_gemma":[0.99786186,0.0000088088,0.0010303144,0.00005054301,0.0005375376,0.00009821575,0.0000055364508,0.000025782661,0.00038138588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975395,0.00052230054,0.0008397122,0.00038606848,0.000296914,0.00041550593],"domain_scores_gemma":[0.99775225,0.00083716586,0.0004921885,0.00047156378,0.00039447326,0.00005238136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009508833,0.00017837794,0.00051751354,0.00010862665,0.00027913443,0.00001132169,0.00040485908,0.00009123325,0.000065656255],"category_scores_gemma":[0.0010886744,0.00014099883,0.00031459922,0.0003742754,0.0000695127,0.00016637944,0.00036757658,0.0003352451,0.0000033244055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035511,0.0007953199,0.9587298,0.00069802254,0.00024569777,0.0000019141962,0.015467583,0.000015237022,0.0016276337,0.018790238,0.00033468334,0.002938781],"study_design_scores_gemma":[0.003826752,0.0003407425,0.8848306,0.001238004,0.0000616013,1.1084991e-7,0.10713664,0.000132304,0.0009005216,0.000957157,0.0003987865,0.00017677629],"about_ca_topic_score_codex":0.00026770006,"about_ca_topic_score_gemma":0.0008168505,"teacher_disagreement_score":0.09166905,"about_ca_system_score_codex":0.0007358977,"about_ca_system_score_gemma":0.00022004034,"threshold_uncertainty_score":0.57497656},"labels":[],"label_agreement":null},{"id":"W3204937117","doi":"10.1044/2021_persp-20-00288","title":"Chronic Obstructive Pulmonary Disease and Dysphagia: What Have We Learned So Far and What Do We Still Need to Investigate?","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Dysphagia; Medicine; Swallowing; COPD; Pulmonary rehabilitation; Physical therapy; Quality of life (healthcare); Context (archaeology); Intensive care medicine; Oropharyngeal dysphagia; Population; Rehabilitation; Physical medicine and rehabilitation; Internal medicine; Surgery; Nursing","score_opus":0.04096814906135623,"score_gpt":0.3497771822420087,"score_spread":0.3088090331806525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204937117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.817415,0.08632167,0.000070170776,0.088057116,0.003839954,0.0021547843,0.00004946637,0.00008556109,0.0020062681],"genre_scores_gemma":[0.9355829,0.0558095,0.00021899531,0.0007535984,0.0018708134,0.00013297988,0.000010915541,0.000065088105,0.0055552265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99712014,0.0005662362,0.000516852,0.0008406416,0.00035628807,0.00059981825],"domain_scores_gemma":[0.99796283,0.00033077275,0.0003067513,0.00067392376,0.00028325402,0.00044247738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027002042,0.00039114853,0.0005187761,0.00017884099,0.0006106578,0.000416902,0.00043987297,0.00014514774,0.0008303554],"category_scores_gemma":[0.00033360545,0.00031729575,0.00014796758,0.00033074405,0.0006550729,0.0017288993,0.0018793985,0.00071701,0.000051983152],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002190831,0.0010507108,0.04119622,0.0025055488,0.0022291327,0.00041516067,0.28091294,0.000086845605,0.009343527,0.3519427,0.012601902,0.2955245],"study_design_scores_gemma":[0.0013529814,0.00019044985,0.16791299,0.003514059,0.00033943693,0.0000074242075,0.69832283,0.00016747836,0.0003509053,0.0470216,0.08024135,0.00057847716],"about_ca_topic_score_codex":0.00008263879,"about_ca_topic_score_gemma":0.0010272439,"teacher_disagreement_score":0.4174099,"about_ca_system_score_codex":0.00054471585,"about_ca_system_score_gemma":0.00031908773,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W3205259519","doi":"10.1186/s12885-021-08826-0","title":"The PRO-ACTIVE trial protocol: a randomized study comparing the effectiveness of PROphylACTic swallow InterVEntion for patients receiving radiotherapy for head and neck cancer","year":2021,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Western University; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; McGill University","funders":"Army Research Office; Arts and Humanities Research Council; University of Toronto; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Dysphagia; Swallowing; Randomized controlled trial; Radiation therapy; Head and neck cancer; Quality of life (healthcare); Physical therapy; Psychological intervention; Surgery","score_opus":0.07773941569225573,"score_gpt":0.4828261792693935,"score_spread":0.40508676357713774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205259519","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5894205,0.00018292124,0.006038785,0.00014301972,0.0012970652,0.4027359,0.000013031456,0.000021112019,0.00014769779],"genre_scores_gemma":[0.45168018,0.000019383426,0.00023591396,0.000022353088,0.00013842824,0.5473565,0.0000041522712,0.000019675756,0.0005234064],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963449,0.0023440218,0.0005428997,0.00028837722,0.00020246595,0.00027731713],"domain_scores_gemma":[0.99513847,0.003678086,0.00053930184,0.00021329879,0.0004008813,0.000029972527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030509257,0.00015363557,0.00054725603,0.000030142692,0.0006689973,0.000038737253,0.00012814974,0.000047057158,0.000024338477],"category_scores_gemma":[0.0005475754,0.00008486235,0.00017597963,0.00012451742,0.000059827158,0.000109773064,0.00008444475,0.00015235778,1.8018852e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8846955,0.0009250023,0.09081934,0.0033928833,0.00080230314,1.0178537e-7,0.0025532371,0.0000545462,0.000055029468,0.00041449926,0.000191808,0.016095802],"study_design_scores_gemma":[0.86984944,0.0013025586,0.1182659,0.0010762588,0.000321744,2.9745022e-8,0.0018770773,0.0023284191,0.00011146905,0.00042564247,0.0042926655,0.00014881384],"about_ca_topic_score_codex":0.00069842313,"about_ca_topic_score_gemma":0.00510916,"teacher_disagreement_score":0.1446206,"about_ca_system_score_codex":0.00033738997,"about_ca_system_score_gemma":0.00035326416,"threshold_uncertainty_score":0.5145454},"labels":[],"label_agreement":null},{"id":"W3205590609","doi":"10.1044/2021_persp-21-00070","title":"Dysphagia in Oculopharyngeal Muscular Dystrophy: A Rapid Scoping Review","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Oculopharyngeal muscular dystrophy; Medicine; Psychological intervention; Rehabilitation; Intervention (counseling); Physical therapy; Physical medicine and rehabilitation; Nursing; Surgery","score_opus":0.05317926522813383,"score_gpt":0.40430975115212847,"score_spread":0.35113048592399465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205590609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6169695,0.08819981,0.0004366552,0.02561616,0.0128718745,0.009700806,0.00007539563,0.00020751457,0.24592225],"genre_scores_gemma":[0.9719303,0.017424375,0.0006553573,0.002074582,0.0028096081,0.0003180443,0.000021179927,0.00007132564,0.0046952246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967862,0.00091537205,0.00085896265,0.0005312961,0.0003726741,0.00053551403],"domain_scores_gemma":[0.9982335,0.00022773542,0.00040715747,0.00077091134,0.00027070608,0.00008997085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067305303,0.0002626063,0.0007050585,0.00012290655,0.00027779813,0.00001850116,0.00062582485,0.00010611003,0.006359471],"category_scores_gemma":[0.0005419922,0.0002069501,0.0003230144,0.00063865713,0.00015810007,0.00024203978,0.0009286179,0.0005974087,0.00015480982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013480749,0.005575193,0.090657085,0.075233735,0.0034881062,0.0011668046,0.07626461,0.000056674544,0.012032784,0.5160874,0.19250846,0.025581067],"study_design_scores_gemma":[0.011401112,0.0006558471,0.46933147,0.3260912,0.0012158855,0.000025350271,0.13596003,0.00013890926,0.0018139357,0.011644836,0.03940187,0.0023195741],"about_ca_topic_score_codex":0.00010675258,"about_ca_topic_score_gemma":0.002338972,"teacher_disagreement_score":0.5044426,"about_ca_system_score_codex":0.00043989398,"about_ca_system_score_gemma":0.00034804514,"threshold_uncertainty_score":0.99454886},"labels":[],"label_agreement":null},{"id":"W3208867123","doi":"10.1093/pch/pxab061.089","title":"109 Effectiveness of Neuromuscular Electrical Stimulation for Children with Dysphagia: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Dysphagia; Medicine; Swallowing; CINAHL; MEDLINE; Physical therapy; Oropharyngeal dysphagia; Randomized controlled trial; PsycINFO; Cochrane Library; Observational study; Pediatrics; Physical medicine and rehabilitation; Surgery; Psychological intervention; Internal medicine","score_opus":0.03436457471765533,"score_gpt":0.41036857847108227,"score_spread":0.3760040037534269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208867123","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019782397,0.94940686,0.0061231265,0.00012971189,0.00047753094,0.04338462,0.00016630688,0.00011755968,0.00019227758],"genre_scores_gemma":[0.000020163552,0.98954856,0.0008882425,0.00087333616,0.00038199915,0.0056661195,0.0023317123,0.0001893365,0.00010050423],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9871447,0.0066651194,0.0031387154,0.0010256056,0.00091456424,0.0011113122],"domain_scores_gemma":[0.9901474,0.0040436354,0.0038421955,0.0011600829,0.00046543567,0.00034121092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0068677417,0.0008244589,0.007499768,0.00052937714,0.0006913252,0.000019996536,0.0005615747,0.00045749507,0.000033908567],"category_scores_gemma":[0.0010868907,0.00059488224,0.0009470648,0.0021559668,0.000031344036,0.000113303235,0.00022045529,0.0014631605,0.000035538706],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012245513,0.00020132125,0.00032158222,0.9802022,0.0009663329,0.00000304869,0.000030788247,0.0000034556176,2.1090591e-9,0.0021155009,0.0020434875,0.0141000515],"study_design_scores_gemma":[0.0016186822,0.00069610006,0.00097295706,0.91379225,0.016301608,0.000015233136,0.0000116603105,0.00002249202,2.16384e-8,0.000034657784,0.06587703,0.0006573362],"about_ca_topic_score_codex":0.0000534925,"about_ca_topic_score_gemma":0.000008605968,"teacher_disagreement_score":0.06640996,"about_ca_system_score_codex":0.00086534116,"about_ca_system_score_gemma":0.0032125262,"threshold_uncertainty_score":0.99965024},"labels":[],"label_agreement":null},{"id":"W3212081050","doi":"10.1007/s00455-021-10385-2","title":"Biofeedback as an Adjunctive Treatment for Post-stroke Dysphagia: A Pilot-Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Biofeedback; Rehabilitation; Stroke (engine); Randomized controlled trial; Physical therapy; Physical medicine and rehabilitation; Adjunctive treatment; Surgery; Internal medicine","score_opus":0.042928563252988265,"score_gpt":0.39884667675691104,"score_spread":0.3559181135039228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212081050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7131629,0.0022449037,0.0056680683,0.008191136,0.0221607,0.09108667,0.0010177022,0.0011969595,0.15527095],"genre_scores_gemma":[0.5892739,0.00066051766,0.005845784,0.0074555194,0.0024129015,0.043844122,0.0018417,0.0002528676,0.34841263],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9922777,0.002608396,0.00190844,0.001160095,0.00065594557,0.001389437],"domain_scores_gemma":[0.9925856,0.0038407275,0.0009017105,0.0010153907,0.0011205643,0.000536027],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024767336,0.00076881045,0.0031222098,0.00027318604,0.0011125216,0.00010586042,0.00037750948,0.00038331232,0.0049332287],"category_scores_gemma":[0.0016166576,0.0005707648,0.0010634237,0.00030970966,0.00017185985,0.000472317,0.00019333299,0.0004972966,0.0010309294],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9566312,0.00220097,0.00010115082,0.0001082117,0.0041114558,0.000094658004,0.0014710391,0.000005445112,0.0012485738,0.02752318,0.00446609,0.00203803],"study_design_scores_gemma":[0.95496744,0.0043460196,0.00014257056,0.00006383477,0.0023557923,0.0000035001233,0.0028461267,0.0005452172,0.00041600806,0.0023998914,0.031362183,0.0005514267],"about_ca_topic_score_codex":0.00043684404,"about_ca_topic_score_gemma":0.00041671656,"teacher_disagreement_score":0.1931417,"about_ca_system_score_codex":0.0006025735,"about_ca_system_score_gemma":0.0017285579,"threshold_uncertainty_score":0.99974686},"labels":[],"label_agreement":null},{"id":"W3214671691","doi":"10.1016/j.cmpb.2022.107058","title":"Automated pharyngeal phase detection and bolus localization in videofluoroscopic swallowing study: Killing two birds with one stone?","year":2022,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; Toronto Rehabilitation Institute","keywords":"Swallowing; Bolus (digestion); Pharynx; Computer science; Artificial intelligence; Ground truth; Pattern recognition (psychology); Convolutional neural network; Computer vision; Medicine; Radiology; Anatomy","score_opus":0.07836689506055353,"score_gpt":0.47725196612584303,"score_spread":0.3988850710652895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214671691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6068169,0.00044899405,0.38938305,0.00030854958,0.0006691808,0.0021055737,9.326322e-7,0.0002307308,0.000036109155],"genre_scores_gemma":[0.8879077,0.00006304254,0.110773794,0.00047171136,0.00012924908,0.00055918837,0.00003790969,0.0000270319,0.000030383502],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99690557,0.0014764208,0.00053399167,0.00043969188,0.0002675115,0.00037681626],"domain_scores_gemma":[0.99934644,0.00020032187,0.00015430771,0.0001655436,0.000038051465,0.000095338735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034703137,0.00018048672,0.0004111197,0.00048973376,0.0004571988,0.00002449626,0.00009659388,0.00004649997,0.000025936002],"category_scores_gemma":[0.000010589227,0.00015384353,0.000012504751,0.0010564214,0.00006640952,0.00012510376,0.00032891848,0.00043376107,4.823902e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022234012,0.0009708711,0.10649877,0.00026242723,0.00007621375,0.000056949633,0.0070020766,0.00011147715,0.000854923,0.00004109389,0.000029991415,0.88387287],"study_design_scores_gemma":[0.026616696,0.006656818,0.04995231,0.00061644963,0.00016579546,0.000007695994,0.0085494565,0.8965156,0.000042944055,0.00026360224,0.010228194,0.0003844023],"about_ca_topic_score_codex":0.0007185955,"about_ca_topic_score_gemma":0.00024357528,"teacher_disagreement_score":0.89640415,"about_ca_system_score_codex":0.0001640085,"about_ca_system_score_gemma":0.000045188845,"threshold_uncertainty_score":0.62735575},"labels":[],"label_agreement":null},{"id":"W3215623561","doi":"10.1044/2021_persp-21-00157","title":"Understanding Clinician Perspectives and Actions to Address Caregiver Burden in Caregivers of Adults","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Caregiver burden; Thematic analysis; Psychology; Family caregivers; Medicine; Gerontology; Disease; Qualitative research; Dementia","score_opus":0.1504336023415464,"score_gpt":0.41425489005705496,"score_spread":0.26382128771550856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215623561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9107552,0.00038042656,0.00025316142,0.005820888,0.0018327076,0.0010634839,0.00006917456,0.000028206916,0.079796754],"genre_scores_gemma":[0.9968603,0.00023415998,0.00014262725,0.000060364473,0.00082017836,0.000034738034,0.0000033016224,0.000024916977,0.0018193756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979451,0.00041209933,0.00050237175,0.00049670914,0.0002738872,0.00036987726],"domain_scores_gemma":[0.9983987,0.000396397,0.00031428254,0.0004605537,0.00032738745,0.000102654936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028135398,0.00020278007,0.00044573224,0.0002769198,0.0002907753,0.000016667123,0.00037268302,0.000120265315,0.0006720092],"category_scores_gemma":[0.00041326776,0.00017623248,0.00016559711,0.00055564824,0.0002843868,0.00020333542,0.0007374763,0.0005126027,0.000011573165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006272146,0.00033786017,0.026753595,0.00026484634,0.00040047732,0.00002096552,0.6697069,0.00005446201,0.0010020026,0.29304254,0.007375854,0.00041328426],"study_design_scores_gemma":[0.0012605517,0.00010811282,0.07589436,0.0007854371,0.00007118521,9.0753224e-7,0.91806793,0.000021657926,0.0001320832,0.0018455563,0.0016465078,0.00016567575],"about_ca_topic_score_codex":0.0010534676,"about_ca_topic_score_gemma":0.01843596,"teacher_disagreement_score":0.29119697,"about_ca_system_score_codex":0.0009517094,"about_ca_system_score_gemma":0.00017690459,"threshold_uncertainty_score":0.999475},"labels":[],"label_agreement":null},{"id":"W3217005075","doi":"10.1002/mus.27466","title":"Laryngospasm in amyotrophic lateral sclerosis","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Laryngospasm; Medicine; Anesthesia; Amyotrophic lateral sclerosis; Choking; Medical record; Disease; Airway; Internal medicine","score_opus":0.06533906269159433,"score_gpt":0.3626782336438307,"score_spread":0.2973391709522364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217005075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486946,0.00020453508,0.000059230722,0.008977428,0.00094734284,0.00035944598,0.000007500966,0.00010872615,0.040641177],"genre_scores_gemma":[0.9733911,0.00014570077,0.00047065428,0.0058692712,0.0001441293,0.00015982414,0.00004672821,0.000028695305,0.019743897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981948,0.00033544595,0.000380032,0.00032709152,0.00020976174,0.0005528544],"domain_scores_gemma":[0.999287,0.000087772365,0.00008373597,0.0003738852,0.00007206806,0.00009555086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037256104,0.00013664734,0.00022496168,0.00009461654,0.00023341287,0.000022323471,0.00015146233,0.00009938805,0.0021635],"category_scores_gemma":[0.00003845446,0.00013376334,0.00007184917,0.0003967535,0.00001628042,0.00017019715,0.00029490044,0.00042648797,0.0006828882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008208372,0.0009808444,0.5642389,0.0006438561,0.0001942049,0.0011963039,0.0062081437,0.000113366375,0.030926444,0.036796317,0.32818824,0.030431319],"study_design_scores_gemma":[0.0013058791,0.000025801857,0.813607,0.00018140487,0.00001614417,3.1762465e-7,0.0005743438,0.00022239781,0.000089054556,0.00067117275,0.18314345,0.00016304792],"about_ca_topic_score_codex":0.0004945894,"about_ca_topic_score_gemma":0.000868475,"teacher_disagreement_score":0.2493681,"about_ca_system_score_codex":0.0001483747,"about_ca_system_score_gemma":0.00015192149,"threshold_uncertainty_score":0.99874866},"labels":[],"label_agreement":null},{"id":"W33438852","doi":"10.1177/000348941312200301","title":"Dynamic Magnetic Resonance Imaging of the Pharynx during Deglutition","year":2013,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institutes of Health; School of Medicine, New York University; York University","keywords":"Pharynx; Magnetic resonance imaging; Swallowing; Medicine; Dynamic contrast-enhanced MRI; Radiology; Anatomy; Nuclear medicine","score_opus":0.030856327519940947,"score_gpt":0.366763845649565,"score_spread":0.33590751812962405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33438852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96240014,0.003658992,0.00005784203,0.01934466,0.0009746584,0.0010863458,0.000012064061,0.00006328555,0.012402041],"genre_scores_gemma":[0.9915524,0.00060310226,0.0002581817,0.0036225342,0.000030082503,0.00028366828,0.000010157267,0.00002034115,0.0036195451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686515,0.0009655582,0.00084187894,0.0003805709,0.00012833269,0.0008184926],"domain_scores_gemma":[0.9980497,0.00035009804,0.0005925202,0.0006578364,0.0002931586,0.000056699162],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037027596,0.00020827864,0.0005662626,0.00023307806,0.0003276195,0.0000018920208,0.00061187753,0.00032082052,0.0026955388],"category_scores_gemma":[0.00015317378,0.00016511147,0.0001337367,0.00024280156,0.0008110138,0.00017138843,0.0005514069,0.0005867338,0.0002933235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102813945,0.00018992327,0.9379054,0.00026002878,0.000102654005,0.000020419366,0.0006123518,0.000007479492,0.013887323,0.02890139,0.014032818,0.0039774124],"study_design_scores_gemma":[0.0009415876,0.00013071395,0.984707,0.00006607604,0.000047201218,0.000026491729,0.00030319876,0.0002829807,0.00096525083,0.0062359045,0.0061660954,0.00012748834],"about_ca_topic_score_codex":0.00036697282,"about_ca_topic_score_gemma":0.0002061392,"teacher_disagreement_score":0.046801627,"about_ca_system_score_codex":0.000027755314,"about_ca_system_score_gemma":0.000111190064,"threshold_uncertainty_score":0.99821615},"labels":[],"label_agreement":null},{"id":"W4200076507","doi":"10.1109/jtehm.2021.3134926","title":"A Preliminary Investigation of Similarities of High Resolution Cervical Auscultation Signals Between Thin Liquid Barium and Water Swallows","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"National Institute of Child Health and Human Development; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh","keywords":"Dysphagia; Barium; High resolution; Auscultation; Resolution (logic); Diagnostic accuracy","score_opus":0.04325569002032652,"score_gpt":0.34781537609165175,"score_spread":0.3045596860713252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200076507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594407,0.001868043,0.022173509,0.015946615,0.0002849351,0.000252346,0.000007168144,0.000006203111,0.00002045568],"genre_scores_gemma":[0.9954654,0.00066946464,0.0033319988,0.00021085118,0.00023629883,0.000005728941,0.000044166718,0.0000077927825,0.000028274406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9981673,0.00018326062,0.0010785754,0.00008777678,0.00031918858,0.00016395086],"domain_scores_gemma":[0.99878234,0.000521717,0.00026873781,0.00004640161,0.00023497872,0.00014582736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014947674,0.0000857803,0.000372809,0.00023560693,0.000054434015,0.0000014541625,0.00003623719,0.000083800485,0.000026286278],"category_scores_gemma":[0.000111214526,0.00006569324,0.000023321505,0.000114791976,0.000044510525,0.00015070576,0.000009622005,0.00029028542,1.0441992e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058875117,0.00040337048,0.22435057,0.070563205,0.0010174554,0.0000837042,0.18079175,0.40726772,0.076490946,0.026588958,0.0021730347,0.0043817884],"study_design_scores_gemma":[0.010097697,0.0043932204,0.92961836,0.009696089,0.00022984848,0.000018878129,0.0033146166,0.033744156,0.003351984,0.0040022843,0.0012822854,0.00025059303],"about_ca_topic_score_codex":0.000106992935,"about_ca_topic_score_gemma":0.00001600153,"teacher_disagreement_score":0.7052678,"about_ca_system_score_codex":0.000037916394,"about_ca_system_score_gemma":0.00022553287,"threshold_uncertainty_score":0.26788926},"labels":[],"label_agreement":null},{"id":"W4200088506","doi":"10.1186/s40463-021-00549-3","title":"Systematic review of validated parent-reported questionnaires assessing swallowing dysfunction in otherwise healthy infants and toddlers","year":2021,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"King Saud University; University of Alberta","keywords":"PsycINFO; CINAHL; Swallowing; Medicine; MEDLINE; Cochrane Library; Population; Dysphagia; Content validity; Clinical psychology; Physical therapy; Psychometrics; Family medicine; Pediatrics; Psychiatry; Alternative medicine; Psychological intervention; Dentistry; Pathology; Environmental health; Surgery","score_opus":0.09026318174272817,"score_gpt":0.43020155123670634,"score_spread":0.33993836949397815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200088506","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040878113,0.9554445,0.00004152093,0.00024397398,0.0016387746,0.0016406398,0.0000039501238,0.000017597262,0.00009091042],"genre_scores_gemma":[0.00093848223,0.99794096,0.00011892119,0.0006040448,0.00011063946,0.00011191989,0.00005635195,0.0000453881,0.000073270276],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98946387,0.004208628,0.0051195854,0.00035627797,0.00038895258,0.00046266426],"domain_scores_gemma":[0.99058396,0.0027730304,0.0057634916,0.00033288976,0.00034678227,0.00019986577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069637434,0.00042150935,0.005929826,0.0009039062,0.0002070487,0.000027479371,0.00013027892,0.000470157,0.00007970466],"category_scores_gemma":[0.002238324,0.00031759407,0.0004725444,0.0005987828,0.000068097375,0.00043755837,0.00013440405,0.0011494835,0.0000030341628],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026021718,0.00012699603,0.02770495,0.9612545,0.00084161334,0.0004480578,0.00010209466,1.4064166e-7,0.0000010049181,0.000029368557,0.0011216571,0.008343615],"study_design_scores_gemma":[0.00045823317,0.00008087781,0.013836893,0.9666367,0.0025008465,0.00030019225,0.00012066786,0.000004706845,1.3147748e-7,0.000012738282,0.015811298,0.00023669221],"about_ca_topic_score_codex":0.00007610959,"about_ca_topic_score_gemma":0.000036152807,"teacher_disagreement_score":0.042496465,"about_ca_system_score_codex":0.00024338043,"about_ca_system_score_gemma":0.0016601249,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W4200173305","doi":"10.1044/2021_ajslp-21-00249","title":"Understanding Burden in Caregivers of Adults With Dysphagia: A Systematic Review","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; MEDLINE; Systematic review; Caregiver burden; Primary care","score_opus":0.03279929834268214,"score_gpt":0.3597402868898798,"score_spread":0.32694098854719766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200173305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9010779,0.05385487,0.016686136,0.007489773,0.0010513443,0.0034590415,0.0000296525,0.000056386154,0.016294846],"genre_scores_gemma":[0.9882961,0.0047748666,0.0054513644,0.0009248289,0.000083104,0.000025423225,0.0000064153664,0.000027221326,0.0004106876],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9969268,0.0010496151,0.0011035263,0.00019274052,0.00036035993,0.00036696895],"domain_scores_gemma":[0.9970925,0.00037654157,0.001822334,0.00032486854,0.0002824146,0.00010133963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012176111,0.00016736858,0.0012866963,0.0002640186,0.000062312385,0.0000040707046,0.00024395373,0.00005347491,0.00027654],"category_scores_gemma":[0.00034385727,0.00012448846,0.00010577719,0.0006729046,0.00017240709,0.00010755912,0.00009521897,0.0005313312,0.000012294676],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015718308,0.0006459894,0.03791161,0.6204168,0.0027682548,0.10519048,0.20676267,0.00013214264,0.0038918226,0.006154295,0.0043180417,0.010236044],"study_design_scores_gemma":[0.0037785538,0.0015076143,0.0013438474,0.19223459,0.0012060882,0.0011827807,0.7980792,0.000022813341,0.00014528385,0.00010761793,0.00006833824,0.00032325982],"about_ca_topic_score_codex":0.00015603397,"about_ca_topic_score_gemma":0.00024497288,"teacher_disagreement_score":0.5913165,"about_ca_system_score_codex":0.00033931277,"about_ca_system_score_gemma":0.00036800094,"threshold_uncertainty_score":0.5076492},"labels":[],"label_agreement":null},{"id":"W4200259111","doi":"10.1159/000520940","title":"Swallowing Dynamics and Breathing-Swallowing Coordination Are Altered in Patients with Mild Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Cohort; Medicine; Larynx; Dysphagia; Breathing; Anesthesia; Audiology; Internal medicine; Surgery","score_opus":0.008260338810429998,"score_gpt":0.2929186702208154,"score_spread":0.28465833141038543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200259111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991173,0.00052954536,0.0031483835,0.0006081144,0.00030332373,0.0016766118,0.00006424143,0.00004504899,0.0024517297],"genre_scores_gemma":[0.9976841,0.00028073078,0.00015321642,0.0005657627,0.000034224566,0.00022337672,0.0006053977,0.000032282038,0.0004208628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788654,0.00030822435,0.00042140976,0.00056531077,0.0003027503,0.00051575794],"domain_scores_gemma":[0.99896806,0.0003023997,0.00023633697,0.000092256414,0.0002891476,0.000111808324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003476172,0.0002742409,0.00033195398,0.00024019857,0.0005427956,0.000055117842,0.000052823558,0.0001035748,0.00013661753],"category_scores_gemma":[0.000088686305,0.00026572388,0.000048116894,0.00045088213,0.00005305775,0.0003358075,0.00023018477,0.00030380447,0.000007850171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023327647,0.00035339117,0.9847269,0.00023569378,0.0004108072,0.00001423975,0.002011019,0.0000014599437,0.0000013432029,0.00020079249,0.000107211265,0.011703841],"study_design_scores_gemma":[0.010991561,0.00018274906,0.9565279,0.00053994457,0.0005334944,2.577781e-7,0.030014565,0.00060361926,0.000002679075,0.00020345823,0.00007801089,0.00032177762],"about_ca_topic_score_codex":0.00016245592,"about_ca_topic_score_gemma":0.0015944482,"teacher_disagreement_score":0.028199041,"about_ca_system_score_codex":0.000111896974,"about_ca_system_score_gemma":0.00009388697,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W4200264069","doi":"10.1044/2021_ajslp-21-00145","title":"Effectiveness of Interventions for Dysphagia in Parkinson Disease: A Systematic Review","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Dysphagia; Psychological intervention; Systematic review; Quality of life (healthcare); MEDLINE; Parkinson's disease","score_opus":0.026407444580364616,"score_gpt":0.4298907495546143,"score_spread":0.4034833049742497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200264069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7479248,0.20433624,0.03643502,0.0021855426,0.0016877365,0.006333197,0.00011969942,0.000039782066,0.00093799876],"genre_scores_gemma":[0.9855899,0.006342205,0.0063597434,0.0007029068,0.000081216414,0.00038151955,0.000031724292,0.00003337031,0.00047739342],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99522454,0.002653524,0.0014142479,0.00019079592,0.00020768702,0.000309186],"domain_scores_gemma":[0.99628294,0.0012414977,0.0016557849,0.00032768713,0.00037807933,0.000114018956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036258681,0.00014724374,0.0013597274,0.00024145153,0.00005815794,0.0000039403353,0.00023866523,0.00004038424,0.00017895624],"category_scores_gemma":[0.0016445176,0.00012123593,0.0003839837,0.0004580866,0.00010391993,0.00008900709,0.00010162768,0.00032156816,0.000010387152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042110015,0.0005855013,0.020987492,0.96103877,0.0005413516,0.0031140966,0.0016611748,0.000008661266,0.0026799333,0.0016169146,0.0005297346,0.006815279],"study_design_scores_gemma":[0.004922531,0.0018355487,0.11525465,0.8463862,0.003650603,0.00028438237,0.024876755,0.00004045038,0.0007057819,0.00089604355,0.0006665768,0.00048046737],"about_ca_topic_score_codex":0.000017932276,"about_ca_topic_score_gemma":0.00003444224,"teacher_disagreement_score":0.23766513,"about_ca_system_score_codex":0.00013832255,"about_ca_system_score_gemma":0.00027507648,"threshold_uncertainty_score":0.49438578},"labels":[],"label_agreement":null},{"id":"W4200303365","doi":"10.1097/xeb.0000000000000305","title":"Unfolding and characterizing the barriers and facilitators of scaling-up evidence-based interventions from the stakeholders’ perspective: a concept mapping approach","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Registered Nurses' Association of Ontario; University of Ottawa","funders":"","keywords":"Psychological intervention; Concept map; Process (computing); Qualitative research; Component (thermodynamics); Intervention (counseling); Field (mathematics)","score_opus":0.26592737464217453,"score_gpt":0.4815011250507485,"score_spread":0.21557375040857396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200303365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95477265,0.0050369413,0.022192953,0.01563922,0.00042221873,0.0017420292,0.00009025652,0.00004035804,0.000063383704],"genre_scores_gemma":[0.9966126,0.00056396535,0.0010203329,0.0012540038,0.00007508465,0.00029729638,0.000046202313,0.000012561684,0.000117960844],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9972329,0.0010808117,0.0006390787,0.00038840724,0.00035425206,0.00030451245],"domain_scores_gemma":[0.9966583,0.0022642948,0.00043814623,0.00029938787,0.00025507953,0.00008478823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017488176,0.00015984,0.00022510982,0.000059904294,0.0010264262,0.00010124799,0.0001803706,0.000049813374,0.000510097],"category_scores_gemma":[0.0009376212,0.00011238656,0.00009533273,0.00032095303,0.00018116832,0.0008002226,0.00022942315,0.0002739919,0.0000024584085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011172942,0.00004809293,0.7416918,0.0013823345,0.00059252715,0.000005826013,0.18691607,0.000030473395,0.01726665,0.016256107,0.005583572,0.030114781],"study_design_scores_gemma":[0.0007529559,0.00004343257,0.31086272,0.002429356,0.00020033238,5.814931e-7,0.6829257,0.0006768499,0.0007100023,0.0004080047,0.0008505202,0.00013954322],"about_ca_topic_score_codex":0.0014961634,"about_ca_topic_score_gemma":0.00023920526,"teacher_disagreement_score":0.49600965,"about_ca_system_score_codex":0.00019963672,"about_ca_system_score_gemma":0.00028776148,"threshold_uncertainty_score":0.7894544},"labels":[],"label_agreement":null},{"id":"W4200327231","doi":"10.1044/2021_persp-21-00122","title":"Effects of Cued and Uncued Swallowing in Patients With Dementia","year":2021,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cued speech; Swallowing; Audiology; Psychology; Dementia; Analysis of variance; Repeated measures design; Physical medicine and rehabilitation; Medicine; Developmental psychology; Disease; Surgery; Cognitive psychology; Internal medicine","score_opus":0.013884324247934433,"score_gpt":0.3121845128341936,"score_spread":0.2983001885862591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200327231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896915,0.00021431003,0.000061214814,0.0003345728,0.00072250015,0.0007131827,0.0000056733943,0.000010612308,0.008246435],"genre_scores_gemma":[0.998975,0.000030569,0.00023319488,0.000068837595,0.00017744514,0.000024230943,0.0000035703233,0.000016295093,0.00047084974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986581,0.00029807453,0.00033480482,0.00025260565,0.00021743457,0.00023895252],"domain_scores_gemma":[0.9990888,0.00022651751,0.00022919507,0.00024580443,0.00017111207,0.000038520688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016961398,0.00013548712,0.00030091422,0.00009213885,0.00011780958,0.000007827754,0.00020057074,0.000055356275,0.00018178848],"category_scores_gemma":[0.00017982667,0.00009596064,0.00006556324,0.00025298112,0.00011389819,0.0001352347,0.00046656825,0.00026169952,0.0000038596568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000395579,0.00079729594,0.94673455,0.00051045103,0.00048465468,0.000007425093,0.01454999,0.000003243649,0.0012634352,0.033680126,0.00096887245,0.00060437864],"study_design_scores_gemma":[0.0027136093,0.00012616019,0.9815186,0.0006049967,0.00011907268,6.245243e-8,0.012819912,0.0000069930625,0.00077926985,0.00088329543,0.0003259613,0.000102010876],"about_ca_topic_score_codex":0.00008904596,"about_ca_topic_score_gemma":0.0009818787,"teacher_disagreement_score":0.03478411,"about_ca_system_score_codex":0.00011920539,"about_ca_system_score_gemma":0.00006214575,"threshold_uncertainty_score":0.39131612},"labels":[],"label_agreement":null},{"id":"W4205094127","doi":"10.1111/dmcn.15039","title":"Forewords","year":2021,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Psychoanalysis","score_opus":0.03786085136886198,"score_gpt":0.38271895723912386,"score_spread":0.3448581058702619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205094127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1802074,0.00024709816,0.00038325717,0.13419855,0.00463304,0.00060413696,0.0000034020882,0.00020859855,0.6795145],"genre_scores_gemma":[0.78189254,0.0002996535,0.000861985,0.1967196,0.0009108953,0.00017886398,0.00018130844,0.000048310776,0.018906862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979155,0.00030607326,0.00050794415,0.00042394045,0.0002681222,0.0005784128],"domain_scores_gemma":[0.99918437,0.00025293682,0.000120981895,0.00021859861,0.00007570728,0.00014738404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033346267,0.0001891362,0.00033201222,0.00012035223,0.0005197318,0.00000277398,0.00018594919,0.00013747209,0.008314947],"category_scores_gemma":[0.00020818776,0.000158115,0.000034196502,0.00030487112,0.000106305226,0.00006816524,0.0003716134,0.00068315264,0.00073948764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021164087,0.00023807719,0.32065657,0.0002449345,0.000263408,0.0012450352,0.003973778,0.0000017800617,0.0010645152,0.05426965,0.58741313,0.030417476],"study_design_scores_gemma":[0.0018152503,0.00013717984,0.21176796,0.00006176803,0.000028173727,0.00006858868,0.0005637259,0.000008449392,0.00010244064,0.0008113258,0.7845018,0.00013337212],"about_ca_topic_score_codex":0.000025399908,"about_ca_topic_score_gemma":0.00016895914,"teacher_disagreement_score":0.66060764,"about_ca_system_score_codex":0.000057514637,"about_ca_system_score_gemma":0.00021264034,"threshold_uncertainty_score":0.99259156},"labels":[],"label_agreement":null},{"id":"W4205675512","doi":"10.1044/2021_jslhr-21-00238","title":"Determining the Relationship Between Hyoid Bone Kinematics and Airway Protection in Swallowing","year":2022,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Hyoid bone; Swallowing; Airway; Kinematics; Supine position; Position (finance)","score_opus":0.2378240747945493,"score_gpt":0.49550298449392477,"score_spread":0.25767890969937546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205675512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508023,0.00028324706,0.000072285286,0.002849059,0.00007837741,0.00049887097,7.5509877e-7,0.000006385336,0.0011307594],"genre_scores_gemma":[0.9976036,0.000031686428,0.0006267773,0.000051958803,0.00023050446,0.000032746884,0.0000010774961,0.000010798942,0.0014108422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796927,0.0006776761,0.0004139077,0.00009556421,0.0005620274,0.00028156716],"domain_scores_gemma":[0.9983325,0.0012725029,0.00014835644,0.00010543795,0.0000806077,0.00006057084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008065799,0.000057467278,0.00016198351,0.00039527687,0.0011404693,0.00003825932,0.00011116408,0.000039968163,0.000067303525],"category_scores_gemma":[0.0007133597,0.00004181148,0.00002278697,0.00031929128,0.000033194145,0.00015055019,0.00039670125,0.0019608685,0.0000026132996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031632404,0.000024189767,0.9676126,0.00021253567,0.000015904241,0.00007550443,0.012155962,0.000010730853,0.0003884822,0.00028159635,0.0002721707,0.01891869],"study_design_scores_gemma":[0.0008920663,0.00021948773,0.96109027,0.00023082638,0.000015298141,0.000012092652,0.03528587,0.00015308539,0.000026062518,0.0008176285,0.0012015094,0.000055803717],"about_ca_topic_score_codex":0.00017238916,"about_ca_topic_score_gemma":0.00006062443,"teacher_disagreement_score":0.02312991,"about_ca_system_score_codex":0.00016049556,"about_ca_system_score_gemma":0.00008833113,"threshold_uncertainty_score":0.87716836},"labels":[],"label_agreement":null},{"id":"W4205699661","doi":"10.1044/2021_persp-21-00108","title":"Oral Care in Acute Stroke","year":2022,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Ottawa Hospital; Bruyère; Heart and Stroke Foundation; University of Ottawa","funders":"","keywords":"Medicine; Stroke (engine); Dysphagia; Oral hygiene; Bathing; Acute care; Intensive care medicine; Acute stroke; Emergency medicine; Health care; Nursing; Emergency department; Surgery; Dentistry","score_opus":0.039966868200862246,"score_gpt":0.3899989667662334,"score_spread":0.35003209856537115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205699661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87394226,0.00022027144,0.000020866411,0.0025240134,0.004170416,0.0010677231,0.00013435887,0.00004031272,0.117879786],"genre_scores_gemma":[0.98755133,0.00002672332,0.00009605159,0.00025739474,0.00069986,0.00018513396,0.000010274068,0.000024065497,0.011149156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99801964,0.00057180726,0.00038859394,0.0003066466,0.0003290763,0.00038426527],"domain_scores_gemma":[0.999089,0.00010283418,0.00024156288,0.00043749507,0.00008531276,0.00004380423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003219808,0.00015507097,0.00028390027,0.00018097836,0.0005571181,0.000009817908,0.0007897618,0.000046252593,0.004906289],"category_scores_gemma":[0.000053226755,0.00012539409,0.00016717987,0.00032656887,0.00010589771,0.00012378917,0.0017553582,0.0008582208,0.000049533526],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015788681,0.0009912837,0.19363597,0.00017903109,0.0007143794,0.000055978162,0.2827113,0.00013483196,0.0014950958,0.42411703,0.09030441,0.0040818183],"study_design_scores_gemma":[0.0019349349,0.00034240307,0.21457878,0.000070648595,0.00009441735,0.0000010907386,0.6978846,0.00003938705,0.00007203701,0.0029024563,0.081838824,0.00024038374],"about_ca_topic_score_codex":0.0003227896,"about_ca_topic_score_gemma":0.0041686427,"teacher_disagreement_score":0.42121458,"about_ca_system_score_codex":0.001006897,"about_ca_system_score_gemma":0.000113034366,"threshold_uncertainty_score":0.9960034},"labels":[],"label_agreement":null},{"id":"W4205931459","doi":"10.1044/2021_ajslp-21-00175","title":"Systematic Review and Meta-Analysis of Dysphagia and Associated Pneumonia in Patients With Stroke From India: A Call to Arms","year":2022,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Stroke (engine); Incidence (geometry); Pneumonia; Epidemiology; MEDLINE","score_opus":0.014027351787295944,"score_gpt":0.33588575929621967,"score_spread":0.3218584075089237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205931459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914978,0.005937392,0.00007569885,0.0009812273,0.00004508762,0.0011123286,0.0002806526,0.000006895214,0.000062891006],"genre_scores_gemma":[0.9945299,0.0002324903,0.0015751552,0.0032757137,0.000006521177,0.00010545757,0.00003061928,0.00001853371,0.00022560997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961534,0.0017207204,0.0011624036,0.00023729466,0.00043768063,0.00028850068],"domain_scores_gemma":[0.99691063,0.00042272368,0.0021203777,0.000261252,0.00015408892,0.00013094075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018113941,0.00018186848,0.0027543753,0.0006254361,0.00009208389,0.000005521759,0.00022030863,0.00003447051,0.00037768442],"category_scores_gemma":[0.00023778577,0.00012694123,0.0001677199,0.00095774705,0.000083470935,0.000067675035,0.0002432739,0.0005360375,0.0000017835622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034286192,0.0007351769,0.8043662,0.008435977,0.15047626,0.0014585721,0.032552615,0.000060585502,0.00028834696,0.000044420103,0.00030905992,0.0009299423],"study_design_scores_gemma":[0.0016140955,0.0022406457,0.68015665,0.00063878857,0.295568,0.000011116824,0.01948122,0.000012212026,0.0000033477622,0.000012419042,0.000012711346,0.0002488186],"about_ca_topic_score_codex":0.0004218978,"about_ca_topic_score_gemma":0.00027496234,"teacher_disagreement_score":0.14509174,"about_ca_system_score_codex":0.00013470204,"about_ca_system_score_gemma":0.00006628173,"threshold_uncertainty_score":0.5176513},"labels":[],"label_agreement":null},{"id":"W4206354299","doi":"10.3791/2422-v","title":"A Protocol for Comprehensive Assessment of Bulbar Dysfunction in Amyotrophic Lateral Sclerosis (ALS)","year":2011,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Amyotrophic lateral sclerosis; Protocol (science); Context (archaeology); Audiology; Dysarthria; Speech perception; Connected speech; Computer science; Speech recognition; Medicine; Perception; Psychology; Disease; Neuroscience","score_opus":0.27694418170869484,"score_gpt":0.5736430232717817,"score_spread":0.2966988415630869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206354299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8092247,0.000046571295,0.011539906,0.0002818904,0.0019847027,0.1708745,0.000013637067,0.000061770814,0.0059723184],"genre_scores_gemma":[0.83652383,0.000032093278,0.030795759,0.0011104456,0.00019720428,0.13077739,0.000008048388,0.00007078306,0.00048446486],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99693966,0.00044215054,0.0015477475,0.0001927198,0.00047949937,0.00039823144],"domain_scores_gemma":[0.9975243,0.00011160237,0.0015588027,0.00019959387,0.0004861511,0.00011952255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078119594,0.00021077704,0.0006262909,0.00039653713,0.00014525301,0.000009931226,0.00023241434,0.00011464668,0.00069828454],"category_scores_gemma":[0.00002926075,0.00016991714,0.00018521406,0.00019880688,0.00004173668,0.0003435311,0.00011553912,0.00031571698,0.00000814886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018409422,0.01193169,0.32430232,0.0032842618,0.0022350894,0.00007669834,0.025231218,0.00006528398,0.5173157,0.014610531,0.079779975,0.002757863],"study_design_scores_gemma":[0.09866105,0.008272345,0.772008,0.0048375125,0.00027624288,0.0000057890547,0.011234814,0.0020370681,0.035336576,0.0018184886,0.0646363,0.00087578746],"about_ca_topic_score_codex":0.00009347148,"about_ca_topic_score_gemma":0.000004880664,"teacher_disagreement_score":0.48197907,"about_ca_system_score_codex":0.00032129005,"about_ca_system_score_gemma":0.00023108811,"threshold_uncertainty_score":0.7645726},"labels":[],"label_agreement":null},{"id":"W4206382515","doi":"10.1002/alz.052264","title":"Differential speech and language characteristics across neurodegenerative disorders","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Frontotemporal dementia; Audiology; Disease; Speech production; Normative; Dementia; Medicine; Speech recognition; Computer science; Pathology","score_opus":0.03178800384377318,"score_gpt":0.37617788151392506,"score_spread":0.3443898776701519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206382515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779405,0.008916254,0.0014677808,0.001594095,0.0023549167,0.0006772399,0.00008458448,0.00013055756,0.0068340576],"genre_scores_gemma":[0.99609125,0.0004685377,0.0008707855,0.0011549011,0.00026586742,0.00008225901,0.00024090795,0.000034865225,0.0007906496],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99822885,0.00025400173,0.00036084923,0.00040188388,0.00021832428,0.00053608324],"domain_scores_gemma":[0.9992661,0.0000822636,0.0001453643,0.00031522746,0.00007544282,0.00011562328],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014658914,0.00020162559,0.00023993955,0.000030503195,0.0006201752,0.000055692562,0.00012773374,0.00008737312,0.0021182566],"category_scores_gemma":[0.000025438078,0.00019256226,0.000053254993,0.000121047866,0.000057014877,0.00014453226,0.00051168504,0.00029500067,0.00016851941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014160732,0.0008592261,0.3828412,0.00018470001,0.026243439,0.0003343165,0.024658147,0.0000015960733,0.025727773,0.014986205,0.04493962,0.4790822],"study_design_scores_gemma":[0.0038211164,0.00014997633,0.7582376,0.00008370739,0.013661985,0.000004777205,0.014029534,0.0005377224,0.010802708,0.00048705554,0.19713016,0.0010536881],"about_ca_topic_score_codex":0.000089386114,"about_ca_topic_score_gemma":0.00058271067,"teacher_disagreement_score":0.4780285,"about_ca_system_score_codex":0.0000062623535,"about_ca_system_score_gemma":0.000061266684,"threshold_uncertainty_score":0.99879396},"labels":[],"label_agreement":null},{"id":"W4206583286","doi":"10.17126/joralres.2021.055","title":"Tongue strength as a clinical feature of oral health in neurological patients: A Systematic Review.","year":2021,"lang":"en","type":"article","venue":"Journal Of Oral Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Swallowing; Medicine; Tongue; Rehabilitation; MEDLINE; Gold standard (test); Population; Physical medicine and rehabilitation; Systematic review; Protocol (science); Mastication; Dentistry; Physical therapy; Alternative medicine; Pathology","score_opus":0.3061339560648718,"score_gpt":0.6359935768573233,"score_spread":0.32985962079245146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206583286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85282063,0.020569505,0.00005361282,0.11279297,0.0018213163,0.00599304,0.000025753805,0.000022420347,0.0059007355],"genre_scores_gemma":[0.9120959,0.05433372,0.0041014235,0.018449187,0.00033372428,0.00013897984,0.00004243371,0.00006469149,0.010439949],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9862762,0.00924908,0.0022542302,0.00022304426,0.0013711272,0.00062632526],"domain_scores_gemma":[0.9950487,0.0015854868,0.0010353973,0.00036456747,0.0016492363,0.00031663422],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017546833,0.00012751295,0.0013208435,0.00027889851,0.0001518769,0.000016246462,0.00043753377,0.00016416956,0.00042466988],"category_scores_gemma":[0.010715277,0.00008373178,0.00021884935,0.00086680136,0.00007470339,0.000160445,0.00040778914,0.0029100673,0.000056584006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007345907,0.0045414604,0.27341428,0.1751976,0.00035789266,0.0008439843,0.00064374105,0.0000028284953,0.000008433629,0.0041680597,0.5343498,0.0057373163],"study_design_scores_gemma":[0.015432621,0.015863257,0.612827,0.25817993,0.00043144356,0.00005222304,0.0069968533,0.000279542,0.000009788585,0.003632107,0.08576651,0.0005287158],"about_ca_topic_score_codex":0.00006686966,"about_ca_topic_score_gemma":0.00019805336,"teacher_disagreement_score":0.4485833,"about_ca_system_score_codex":0.00016766999,"about_ca_system_score_gemma":0.0016596587,"threshold_uncertainty_score":0.99939024},"labels":[],"label_agreement":null},{"id":"W4206861038","doi":"","title":"Oropharyngeal dysphagia in older persons &ndash; from pathophysiology to adequate intervention: a review and summary of an international expert meeting","year":2016,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Oropharyngeal dysphagia; Intervention (counseling); Medicine; Psychology; Gerontology; Intensive care medicine; Psychiatry; Surgery","score_opus":0.29840996347114734,"score_gpt":0.6389886996931878,"score_spread":0.3405787362220405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206861038","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012716175,0.9890351,0.00008866238,0.0003346889,0.0019379429,0.0034386716,0.0004176603,0.000028658307,0.0034469801],"genre_scores_gemma":[0.00026494404,0.9948434,0.00041659633,0.0010870827,0.00041245305,0.001012416,0.00023621831,0.00010153194,0.0016253277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99211645,0.0026592973,0.0030427044,0.0009591982,0.00061807083,0.00060425175],"domain_scores_gemma":[0.9944795,0.0009480131,0.0031119108,0.00076218083,0.0003265684,0.00037183228],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028698205,0.0006531156,0.0037305811,0.0012011608,0.00021904566,0.00015256791,0.00322752,0.00033143375,0.026792757],"category_scores_gemma":[0.00037438265,0.0004972522,0.00047471756,0.0007031698,0.00010197228,0.001851314,0.0033143582,0.0009436634,0.000056101704],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011193408,0.00043663103,0.004135391,0.019547699,0.0011369578,0.00008283089,0.0005313565,3.2197553e-7,0.000110636196,0.0000884689,0.061427355,0.9123904],"study_design_scores_gemma":[0.0011239622,0.00003984565,0.019704837,0.24681433,0.0008900857,0.0000025930462,0.00026416878,0.000004028145,0.000004879546,0.00049947336,0.72998226,0.0006695269],"about_ca_topic_score_codex":0.0015958962,"about_ca_topic_score_gemma":0.00014686746,"teacher_disagreement_score":0.9117209,"about_ca_system_score_codex":0.00035388456,"about_ca_system_score_gemma":0.00034042433,"threshold_uncertainty_score":0.99974793},"labels":[],"label_agreement":null},{"id":"W4210361801","doi":"10.26355/eurrev_202201_27888","title":"Critical prognostic factors for poststroke dysphagia: a meta-analysis.","year":2022,"lang":"en","type":"review","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Modified Rankin Scale; Confidence interval; Odds ratio; Stroke (engine); Internal medicine; Meta-analysis; Cohort study; Cohort; Physical therapy; Surgery; Ischemic stroke","score_opus":0.40921340584194976,"score_gpt":0.4987958116520618,"score_spread":0.08958240581011206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210361801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.5256696e-7,0.96578795,0.00073940895,0.00045766038,0.0017091831,0.02031408,0.0011465277,0.00023806911,0.009606787],"genre_scores_gemma":[0.000042938947,0.7352524,0.00025551015,0.0004190241,0.00021188952,0.23620808,0.0016770415,0.0001244213,0.025808739],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.99306506,0.0016641604,0.0017494576,0.001060119,0.00073867757,0.0017224979],"domain_scores_gemma":[0.9872013,0.010521299,0.0008019851,0.00091121736,0.00014420493,0.0004200403],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026494442,0.0007745964,0.0057656886,0.0008539927,0.0009979118,0.00006834784,0.00083276,0.0004179636,0.007510176],"category_scores_gemma":[0.0028952304,0.00054565916,0.0057374807,0.0012759825,0.00006695486,0.0001672504,0.0006922026,0.0013422691,0.000090404064],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013613977,0.0003449738,0.0002002073,0.042823333,0.53386515,0.000026686172,0.00013216006,8.2474935e-7,5.7234395e-10,0.016774135,0.03249838,0.37332052],"study_design_scores_gemma":[0.00010369469,0.000017819413,0.00020132096,0.000020976197,0.4361558,2.168433e-7,0.000108607404,0.0000014172194,2.4098206e-9,0.00008464246,0.5630418,0.00026368638],"about_ca_topic_score_codex":0.000037080434,"about_ca_topic_score_gemma":0.000041574393,"teacher_disagreement_score":0.53054345,"about_ca_system_score_codex":0.00059076096,"about_ca_system_score_gemma":0.00040155483,"threshold_uncertainty_score":0.9996995},"labels":[],"label_agreement":null},{"id":"W4211117739","doi":"10.1007/s00784-022-04374-4","title":"Evaluation of masticatory behavior and taste sensitivity after pacifier removal in preschool children: a 1-year follow-up","year":2022,"lang":"en","type":"article","venue":"Clinical Oral Investigations","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Pacifier; Swallowing; Masticatory force; Mastication; Medicine; Dentistry; Tongue; Analysis of variance; Orthodontics; Pediatrics; Breastfeeding; Internal medicine","score_opus":0.1579900701530598,"score_gpt":0.46488797401492077,"score_spread":0.306897903861861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211117739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498385,0.000058981168,0.00006804597,0.0008446848,0.0005986314,0.0018452529,0.00009815434,0.00003246017,0.0014699514],"genre_scores_gemma":[0.9955465,0.000009041522,0.0017035097,0.00067801966,0.00007728945,0.0010706994,0.00008071591,0.00001745175,0.0008167544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99505293,0.0028118389,0.00089885166,0.00034669496,0.0006368086,0.00025285507],"domain_scores_gemma":[0.99851656,0.00051190535,0.00028393025,0.00032498897,0.00019274425,0.00016987114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007813314,0.000119990225,0.00029569067,0.0001351777,0.00029257714,0.000008047656,0.000085037704,0.000101629885,0.00089239154],"category_scores_gemma":[0.0013525663,0.0001229555,0.000077231816,0.00029171546,0.00022003854,0.0001599635,0.0003823059,0.0007458203,0.00003812147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006486992,0.00025293746,0.99056995,0.00002176407,0.000053056003,0.0000079694055,0.000373173,0.00004853992,0.00007831367,0.002444882,0.0034976096,0.002586941],"study_design_scores_gemma":[0.0027169,0.00011587007,0.9898471,0.000042305546,0.00047257176,0.0000013144316,0.0008217364,0.0021344451,0.0000064280835,0.0025635015,0.001149868,0.00012794696],"about_ca_topic_score_codex":0.00011174216,"about_ca_topic_score_gemma":0.0003295409,"teacher_disagreement_score":0.0064607477,"about_ca_system_score_codex":0.00014068664,"about_ca_system_score_gemma":0.0005392709,"threshold_uncertainty_score":0.97710615},"labels":[],"label_agreement":null},{"id":"W4212791253","doi":"10.15331/jdsm.7146","title":"AADSM accepted late-breaking abstracts (2020)","year":2020,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; History","score_opus":0.04734818744156559,"score_gpt":0.4048684542607518,"score_spread":0.3575202668191862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212791253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8588967,0.0005296048,0.001182261,0.041509982,0.0036262372,0.0005088549,0.0000017871786,0.000060659586,0.09368396],"genre_scores_gemma":[0.9869161,0.00015020615,0.00041630422,0.009364813,0.0023050646,0.0000036819515,0.0000070325264,0.0000235408,0.00081325666],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99763906,0.00013259402,0.0010852364,0.00014119566,0.0006621958,0.0003396974],"domain_scores_gemma":[0.99821275,0.00017243574,0.0009663444,0.0001121046,0.00012603764,0.00041030842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007621535,0.00015660968,0.00043032801,0.000086446904,0.00018656394,0.000007865624,0.0003046687,0.00009437853,0.008468514],"category_scores_gemma":[0.0002962297,0.00011043097,0.00008722956,0.00028271528,0.00004977002,0.00027067563,0.00017127352,0.00080555526,0.00030033794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009374716,0.00032557803,0.24046431,0.00057934073,0.0010420707,0.002996544,0.01194398,0.00034572658,0.0104265865,0.00049208617,0.6725221,0.057924174],"study_design_scores_gemma":[0.014097795,0.0020031284,0.5968036,0.0011950888,0.0008998964,0.000089468005,0.018541725,0.0007431042,0.00019504341,0.0003464237,0.36464727,0.00043746413],"about_ca_topic_score_codex":0.000039138446,"about_ca_topic_score_gemma":0.000021164768,"teacher_disagreement_score":0.35633928,"about_ca_system_score_codex":0.0001485823,"about_ca_system_score_gemma":0.000056603625,"threshold_uncertainty_score":0.9924379},"labels":[],"label_agreement":null},{"id":"W4213053149","doi":"10.1186/s13643-022-01903-w","title":"Psychometric properties of patient-reported outcome measures for dysphagia in head and neck cancer: a systematic review protocol using COSMIN methodology","year":2022,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Prom; Medicine; Dysphagia; Swallowing; Patient-reported outcome; Protocol (science); Physical therapy; Oropharyngeal dysphagia; Quality of life (healthcare); Head and neck cancer; Reliability (semiconductor); Interpretability; Physical medicine and rehabilitation; Criterion validity; Psychometrics; Construct validity; Clinical psychology; Cancer; Surgery; Alternative medicine; Pathology; Nursing; Artificial intelligence","score_opus":0.6218626943762554,"score_gpt":0.5803430112054393,"score_spread":0.04151968317081611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213053149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010312511,0.5417586,0.00019384516,0.000013853935,0.00047303337,0.45743176,0.000016860642,0.000027461598,0.000083554936],"genre_scores_gemma":[3.7888734e-7,0.507035,0.0012888687,0.00014948877,0.000023358396,0.49105522,0.000012623272,0.00007614734,0.00035891717],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9533498,0.02596993,0.017857043,0.0010104801,0.0009660497,0.00084666506],"domain_scores_gemma":[0.9761138,0.0028418931,0.018800812,0.0017724072,0.0003053902,0.00016569893],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.031787273,0.0011503757,0.023407329,0.0012521609,0.00034535638,0.00002754779,0.000799012,0.00036462714,0.00018849089],"category_scores_gemma":[0.01618981,0.00065205456,0.0012343281,0.002413589,0.00006166442,0.00015862026,0.00043080593,0.0008559917,0.000021901424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012462903,0.00011140626,0.00008277816,0.9860057,0.00091236306,0.0000034013462,0.00033748327,2.423619e-7,2.5092058e-7,0.000087430744,0.00056011864,0.011886363],"study_design_scores_gemma":[0.0005265556,0.00010654675,6.4637175e-7,0.6533616,0.007976677,0.000016334632,0.00021716244,0.000011745716,4.0426265e-8,0.000012471176,0.33740684,0.00036338205],"about_ca_topic_score_codex":0.00022970518,"about_ca_topic_score_gemma":0.00009324148,"teacher_disagreement_score":0.3368467,"about_ca_system_score_codex":0.0011470896,"about_ca_system_score_gemma":0.0008347116,"threshold_uncertainty_score":0.9995931},"labels":[],"label_agreement":null},{"id":"W4213195098","doi":"10.3390/s22041583","title":"Using Automatic Speech Recognition to Assess Thai Speech Language Fluency in the Montreal Cognitive Assessment (MoCA)","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Speech recognition; Hidden Markov model; Fluency; Language model; Pronunciation; Artificial intelligence; Natural language processing; Psychology; Linguistics","score_opus":0.11360810611922964,"score_gpt":0.44804987733633367,"score_spread":0.33444177121710406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213195098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93066955,0.00001887403,0.00019756806,0.0013742726,0.00068709406,0.0028621561,0.00009366428,0.0001360296,0.06396082],"genre_scores_gemma":[0.9863248,0.000008267161,0.006580825,0.0036539703,0.00017199726,0.0006093505,0.0001763153,0.00004591989,0.0024285957],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99544275,0.0020286522,0.00056813366,0.0004335313,0.00084146415,0.0006854484],"domain_scores_gemma":[0.99844426,0.0007658498,0.00024378586,0.00036043843,0.00008803713,0.00009763106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022621267,0.00024031954,0.00031303274,0.00033810287,0.0009470668,0.000041612333,0.0003291947,0.00007413579,0.002377266],"category_scores_gemma":[0.00014177524,0.00020237,0.00007913379,0.00083737506,0.00002580381,0.00015144871,0.00036391953,0.0009210552,0.00021102434],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045267405,0.003691804,0.17861687,0.0011663833,0.00081816013,0.0051981825,0.16282542,0.0017980442,0.0034616797,0.00177887,0.031858552,0.60833335],"study_design_scores_gemma":[0.003935187,0.0005223312,0.33406642,0.00048354923,0.00041875098,0.000046466852,0.6277132,0.026631452,0.0002302268,0.0020913265,0.0029079844,0.00095312705],"about_ca_topic_score_codex":0.0025191107,"about_ca_topic_score_gemma":0.0013556301,"teacher_disagreement_score":0.6073802,"about_ca_system_score_codex":0.0006414423,"about_ca_system_score_gemma":0.00023499815,"threshold_uncertainty_score":0.9985347},"labels":[],"label_agreement":null},{"id":"W4213387234","doi":"10.1590/0004-282x-anp-2021-0127","title":"Dysphagia is a strong predictor of death and functional dependence at three months post-stroke","year":2022,"lang":"en","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Dysphagia; Stroke (engine); Psychology; Medicine; Internal medicine; Physical medicine and rehabilitation; Surgery; Physics; Thermodynamics","score_opus":0.03678941582901844,"score_gpt":0.32596136868217546,"score_spread":0.289171952853157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213387234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98509806,0.0005211212,0.0013284223,0.0017433417,0.0014984551,0.0018219146,0.0005694029,0.00016247609,0.007256791],"genre_scores_gemma":[0.9852951,0.00008359169,0.00060762814,0.002949754,0.00022720465,0.00047907696,0.00005759384,0.000056923665,0.010243139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669564,0.0004455158,0.0006804536,0.00060118083,0.0008157538,0.0007614735],"domain_scores_gemma":[0.99798244,0.0006671424,0.00044766333,0.00052199746,0.00013962167,0.00024111242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000768374,0.00028289587,0.00037594922,0.00021211723,0.0011133718,0.000016702557,0.0003540823,0.000114532646,0.004687868],"category_scores_gemma":[0.00014706998,0.0002893342,0.00013970007,0.00021301633,0.00006691743,0.00023362561,0.0011936504,0.000769322,0.00006311453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010764846,0.00017826864,0.9544861,0.00020347252,0.0002654141,0.000055210865,0.0011240247,0.00018847945,0.006431019,0.007245055,0.028195823,0.0005506489],"study_design_scores_gemma":[0.0050955815,0.0011961011,0.9466021,0.000033486383,0.000476219,0.000022059574,0.0016257144,0.0034541576,0.0003481926,0.0010726922,0.039629824,0.0004438701],"about_ca_topic_score_codex":0.0003635614,"about_ca_topic_score_gemma":0.00041552488,"teacher_disagreement_score":0.011434002,"about_ca_system_score_codex":0.0003391736,"about_ca_system_score_gemma":0.00038580853,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W4214576940","doi":"10.1007/s00455-022-10414-8","title":"Cervical Vertebral Height Approximates Hyoid Displacement in Videofluoroscopic Images of Healthy Adults","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Foundation for the National Institutes of Health; National Science Foundation","keywords":"Hyoid bone; Medicine; Swallowing; Dysphagia; Displacement (psychology); Otorhinolaryngology; Orthodontics; Anatomy; Surgery; Psychology","score_opus":0.01768492192134302,"score_gpt":0.3583215967098979,"score_spread":0.34063667478855486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214576940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96394855,0.0013700274,0.0004907021,0.0046055666,0.0028457304,0.0035625296,0.00016990179,0.00019293472,0.022814069],"genre_scores_gemma":[0.9928997,0.000104825536,0.0009538096,0.0019214224,0.00007767535,0.0013251308,0.00017706436,0.00004271779,0.0024976388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635834,0.0006638685,0.0009835223,0.0004972757,0.0006409102,0.0008560621],"domain_scores_gemma":[0.99872,0.0002313267,0.0003450201,0.00048274195,0.00006208764,0.00015884984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094012887,0.00025336357,0.0004957732,0.00025340854,0.0005796949,0.0000092868795,0.00045569,0.00008382058,0.006238071],"category_scores_gemma":[0.000041025727,0.00024374729,0.000081467086,0.00050554035,0.000060566257,0.00018154168,0.0008999072,0.00075340347,0.00014622432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043892255,0.0033703758,0.79833364,0.0047419737,0.0003449516,0.00014540249,0.011197945,0.00026392113,0.0014279425,0.048741587,0.118948445,0.0080945585],"study_design_scores_gemma":[0.030991381,0.0046435064,0.7423238,0.00075309264,0.0002429627,0.0000062323243,0.035336863,0.008945365,0.0015634297,0.0040690065,0.16948415,0.0016402105],"about_ca_topic_score_codex":0.00065530767,"about_ca_topic_score_gemma":0.00020254144,"teacher_disagreement_score":0.056009885,"about_ca_system_score_codex":0.00046930404,"about_ca_system_score_gemma":0.00024440564,"threshold_uncertainty_score":0.9946704},"labels":[],"label_agreement":null},{"id":"W4220676919","doi":"10.1136/bmjopen-2021-055124","title":"Neuromuscular electrical stimulation for children with dysphagia: a systematic review","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Dysphagia; CINAHL; MEDLINE; Swallowing; Randomized controlled trial; Systematic review; Oropharyngeal dysphagia; Physical therapy; PsycINFO; Observational study; Adverse effect; Meta-analysis; Pediatrics; Psychological intervention; Surgery; Internal medicine; Psychiatry","score_opus":0.2112142422839009,"score_gpt":0.5470085358352311,"score_spread":0.3357942935513302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220676919","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.2081478e-8,0.763345,0.00052980485,0.000104518964,0.00021790667,0.2323055,0.000044951743,0.00007173968,0.0033805587],"genre_scores_gemma":[8.101296e-8,0.7999283,0.00070603867,0.0013804154,0.00011309422,0.1871849,0.0013843718,0.000122717,0.0091800885],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.993306,0.0027934131,0.0018903187,0.0007299273,0.0006645566,0.00061580265],"domain_scores_gemma":[0.9953946,0.0010404626,0.0020298855,0.0013085647,0.00009397964,0.00013250895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044092154,0.0005341704,0.004071738,0.00017446971,0.0007852697,0.00007355282,0.0015048583,0.00018413865,0.0013306884],"category_scores_gemma":[0.00061455433,0.00035411524,0.00042766833,0.0007425479,0.000013158392,0.00020113385,0.0011755695,0.0008240656,0.00028298306],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015688815,0.000063824016,0.0000122339425,0.93819696,0.0010591686,0.000008276425,0.000017488283,7.827228e-7,6.82659e-10,0.0013014951,0.0344208,0.024903294],"study_design_scores_gemma":[0.00056257565,0.00019395146,0.000015937665,0.3795903,0.009648246,0.000009300287,0.000009060336,0.000022518007,7.1567585e-10,0.000018835826,0.609602,0.00032731678],"about_ca_topic_score_codex":0.00003798282,"about_ca_topic_score_gemma":0.00000821009,"teacher_disagreement_score":0.5751812,"about_ca_system_score_codex":0.00045652658,"about_ca_system_score_gemma":0.0012971839,"threshold_uncertainty_score":0.9998911},"labels":[],"label_agreement":null},{"id":"W4220872071","doi":"10.1016/j.clnu.2022.03.011","title":"Letter to the editor regarding Thibeault et al. ESPEN Guideline on Hospital Nutrition","year":2022,"lang":"en","type":"letter","venue":"Clinical Nutrition","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University of British Columbia; University Health Network","funders":"","keywords":"Medicine; Guideline; Terminology; Scopus; Family medicine; Pediatrics; MEDLINE; Pathology","score_opus":0.0790943574286887,"score_gpt":0.4711688706600316,"score_spread":0.3920745132313429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220872071","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000070404596,0.00009288623,0.0005974932,0.9332075,0.053303525,0.0065647135,0.0003124521,0.000264135,0.0055868565],"genre_scores_gemma":[0.000058349087,0.00085557613,0.001345156,0.8127795,0.1674783,0.00449007,0.005019034,0.0001138247,0.007860198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913684,0.003028201,0.0022253168,0.0011594753,0.0013443714,0.0008742256],"domain_scores_gemma":[0.9943528,0.0031294338,0.00082966377,0.001184016,0.0003491457,0.00015494181],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00469947,0.00050214195,0.000800399,0.0002687873,0.0011084821,0.00009571367,0.000904301,0.0010764678,0.0025753241],"category_scores_gemma":[0.00097017025,0.00039194728,0.00056267384,0.00032969072,0.00007646566,0.00021651312,0.0007692244,0.009384055,0.0023185462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021534806,0.0007445831,0.000027370654,0.00030881926,0.00011887365,0.000091172515,0.00008250368,0.0000025525173,0.0000020562547,0.00019612465,0.99763244,0.00057816383],"study_design_scores_gemma":[0.0030307376,0.0012145252,0.000053989275,0.0010411694,0.00014766959,5.2256155e-7,0.00028390248,0.00003069949,0.0000012149126,0.0009371522,0.99278355,0.0004748515],"about_ca_topic_score_codex":0.000034500597,"about_ca_topic_score_gemma":0.00001593819,"teacher_disagreement_score":0.120428026,"about_ca_system_score_codex":0.00051976705,"about_ca_system_score_gemma":0.00013151688,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W4220949068","doi":"10.1044/2022_persp-21-00314","title":"Integrating Family-Centered Care Into Chronic Dysphagia Management: A Tutorial","year":2022,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biopsychosocial model; Dysphagia; Intervention (counseling); Medicine; Psychological resilience; Psychology; Nursing; Psychotherapist; Psychiatry","score_opus":0.031662791693158845,"score_gpt":0.36065336727243597,"score_spread":0.32899057557927713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220949068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6242123,0.0019202247,0.0005294421,0.0021065362,0.031232834,0.004525851,0.00013620158,0.00026328335,0.33507326],"genre_scores_gemma":[0.9874941,0.00007361503,0.00041140377,0.0002516371,0.004987293,0.00050299196,0.000033739085,0.000063113184,0.006182088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9964544,0.00082496676,0.00077031227,0.00063807593,0.00065475714,0.00065748463],"domain_scores_gemma":[0.99812156,0.0001533407,0.0005896081,0.0008452502,0.00019705885,0.00009315856],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005041251,0.00035090736,0.0004592319,0.00025803977,0.0018510589,0.000038549068,0.0015408883,0.00008422711,0.003687788],"category_scores_gemma":[0.000086504406,0.00028899452,0.0003462055,0.0005778061,0.00021351199,0.00022974673,0.003716719,0.0012332523,0.00009934475],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001090863,0.0007505676,0.007451993,0.00095004664,0.0014330795,0.000044012195,0.20651968,0.000092829236,0.002821864,0.66814166,0.09832767,0.012375732],"study_design_scores_gemma":[0.0033427,0.0004990534,0.017397067,0.00034024735,0.00024748643,0.0000013277213,0.76185536,0.000110696805,0.00008891782,0.0055939076,0.21006544,0.0004578029],"about_ca_topic_score_codex":0.0004436464,"about_ca_topic_score_gemma":0.0014732891,"teacher_disagreement_score":0.66254777,"about_ca_system_score_codex":0.0032363895,"about_ca_system_score_gemma":0.00019003119,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W4220972269","doi":"10.1044/2022_jslhr-21-00502","title":"Understanding the Independent Predictors of Dysphagia-Related Quality of Life in Stroke Survivors","year":2022,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Quality of life (healthcare); Stroke (engine); Exploratory research; MEDLINE; Activities of daily living; Cognition; Function (biology)","score_opus":0.2626625109353963,"score_gpt":0.48200635659044716,"score_spread":0.21934384565505088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220972269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294823,0.0007680657,0.00005903937,0.0010143887,0.0002955087,0.00042932256,0.000010493428,0.000005032725,0.004469891],"genre_scores_gemma":[0.9980258,0.00022058366,0.000055455337,0.000034979115,0.0000701028,0.00000912345,0.0000016870091,0.000011984807,0.0015702826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951667,0.0017498621,0.0011062726,0.00012414264,0.0014734361,0.00037955758],"domain_scores_gemma":[0.9976426,0.0013174608,0.0005552916,0.00020345485,0.00017497315,0.0001062266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018197903,0.00007989039,0.00038214502,0.00057402306,0.00041794052,0.000011713775,0.00033068782,0.000067943096,0.00064377725],"category_scores_gemma":[0.0005217558,0.000057315363,0.0000694682,0.0005357928,0.00011304333,0.000114956696,0.0006195338,0.0019921204,0.0000011340591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040386998,0.00016426448,0.9654086,0.00041741243,0.00022863601,0.00006224985,0.024856744,0.00014048575,0.0027937447,0.0038739708,0.00071645214,0.0009335431],"study_design_scores_gemma":[0.0025823822,0.00046605314,0.6150428,0.00021898889,0.000028583674,0.000004886846,0.37962863,0.00016546881,0.00016819943,0.0012970873,0.00030688316,0.00009002558],"about_ca_topic_score_codex":0.0039003033,"about_ca_topic_score_gemma":0.0011655884,"teacher_disagreement_score":0.35477188,"about_ca_system_score_codex":0.0003776038,"about_ca_system_score_gemma":0.00040317047,"threshold_uncertainty_score":0.8654883},"labels":[],"label_agreement":null},{"id":"W4223980760","doi":"10.3390/brainsci12040494","title":"Home-Based Music Therapy to Support Bulbar and Respiratory Functions of Persons with Early and Mid-Stage Amyotrophic Lateral Sclerosis—Protocol and Results from a Feasibility Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; MGH Institute of Health Professions; Motor Neurone Disease Association; University of Toronto; Engineering and Physical Sciences Research Council; Toronto Rehabilitation Institute; University of Florida","keywords":"Medicine; Swallowing; Amyotrophic lateral sclerosis; Bulbar palsy; Physical therapy; Dysphagia; Respiratory rate; Physical medicine and rehabilitation; Internal medicine; Surgery","score_opus":0.1796074363076099,"score_gpt":0.4106110698659545,"score_spread":0.23100363355834463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223980760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97069883,0.000009532243,0.000026596163,0.0013777787,0.00008495455,0.027203137,0.00019902426,0.000035584948,0.00036457245],"genre_scores_gemma":[0.9833012,5.214459e-7,0.00032082055,0.0014814073,0.000024187686,0.014234362,0.0000042098063,0.000008994153,0.0006242529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762934,0.0006362782,0.00036435583,0.00060882577,0.00047975828,0.00028143462],"domain_scores_gemma":[0.998964,0.00037052104,0.00020055074,0.00027772252,0.00004749153,0.0001396896],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025621383,0.0001392762,0.00021894115,0.00019172837,0.0015360124,0.000057342488,0.00017756801,0.000027007749,0.00029338984],"category_scores_gemma":[0.000053946973,0.00010372464,0.000017535784,0.00049382995,0.0003382713,0.00017992494,0.00026440984,0.00019384213,0.0000016320082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016295571,0.00040957183,0.9780715,0.00004188151,0.000036443795,0.000007145491,0.014922795,0.000040817027,0.0021046228,0.000068515714,0.001730054,0.0009370907],"study_design_scores_gemma":[0.0057748887,0.006011422,0.97120833,0.000025576339,0.0000142269755,1.07666104e-7,0.011839553,0.000047711277,0.000010637812,0.00005116535,0.0048792367,0.00013712716],"about_ca_topic_score_codex":0.0014752736,"about_ca_topic_score_gemma":0.0010348376,"teacher_disagreement_score":0.012968775,"about_ca_system_score_codex":0.000044887314,"about_ca_system_score_gemma":0.00029815277,"threshold_uncertainty_score":0.99976385},"labels":[],"label_agreement":null},{"id":"W4224282198","doi":"10.1044/2022_persp-21-00277","title":"Integrating Oral Health in Speech-Language Pathology Practice: A Viewpoint","year":2022,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Scope of practice; Oral health; Health care; Scope (computer science); Swallowing; Asha; Family medicine; Nursing; Dentistry; Linguistics; Computer science","score_opus":0.05643958208188719,"score_gpt":0.44504103557910385,"score_spread":0.38860145349721664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224282198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76036435,0.001791228,0.00054177665,0.09665142,0.009100879,0.0045283805,0.00016280415,0.00015328811,0.12670588],"genre_scores_gemma":[0.9894234,0.00013600022,0.0017565733,0.00466889,0.0010504073,0.00024396548,0.000016274742,0.00004195746,0.002662516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951904,0.002667331,0.0007980775,0.00044234924,0.00033297192,0.0005689153],"domain_scores_gemma":[0.9978518,0.0005812715,0.00082301866,0.0005441997,0.00012870172,0.00007100503],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022963807,0.00021584518,0.0004948724,0.00025091207,0.000697104,0.0000142611025,0.0007568426,0.000059462178,0.003165217],"category_scores_gemma":[0.0013525076,0.00017058098,0.00014821393,0.00066844077,0.00014839057,0.00021923239,0.0017990896,0.0016019616,0.000049155213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001013471,0.0022891362,0.008866347,0.00033555963,0.00026857847,0.0001814962,0.45178556,0.00004535078,0.0008932525,0.42770895,0.08585198,0.02076029],"study_design_scores_gemma":[0.0015322695,0.00054547854,0.022958905,0.00022472031,0.000037429323,0.000020893032,0.9143607,0.00006708656,0.000027996908,0.0055547757,0.054422367,0.00024735992],"about_ca_topic_score_codex":0.0013298288,"about_ca_topic_score_gemma":0.0101053845,"teacher_disagreement_score":0.46257514,"about_ca_system_score_codex":0.0014833171,"about_ca_system_score_gemma":0.0003589087,"threshold_uncertainty_score":0.99774605},"labels":[],"label_agreement":null},{"id":"W4225009815","doi":"10.3390/nu14091812","title":"Association between Dysphagia and Frailty in Older Adults: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Nutrients","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cardinal Tien Hospital","keywords":"Dysphagia; Medicine; Cochrane Library; Meta-analysis; Gerontology; Physical therapy; Internal medicine; Surgery","score_opus":0.14385377279775177,"score_gpt":0.46019952619049687,"score_spread":0.31634575339274507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225009815","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036985339,0.98670864,0.00001560777,0.00023254921,0.000100925616,0.011867297,0.00029151313,0.00004307279,0.0007367231],"genre_scores_gemma":[0.000010363049,0.97974825,0.00004188061,0.00069416134,0.00002480138,0.0074118604,0.00064026983,0.000042811018,0.011385603],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.992865,0.0031447387,0.002096467,0.0007048598,0.0006924803,0.00049643987],"domain_scores_gemma":[0.9954771,0.0014633583,0.0022631446,0.00058370404,0.00007376531,0.00013892984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035943289,0.00048580454,0.008215217,0.0005808428,0.00031767503,0.000029325593,0.00030176278,0.00033472464,0.002593158],"category_scores_gemma":[0.00047836197,0.000353706,0.0008164922,0.0015783998,0.000012796868,0.00013982703,0.0005296987,0.0009946014,0.00007337266],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.108545e-7,0.000052544157,0.0012171033,0.8824772,0.11173869,0.0000035269286,0.00019547537,7.080419e-9,5.4694325e-11,0.000041120646,0.0028545118,0.0014189704],"study_design_scores_gemma":[0.0003112877,0.000012281591,0.00022783871,0.032525193,0.6380279,1.14648174e-7,0.00010149265,6.7477356e-7,3.898383e-10,0.000012906836,0.32857728,0.00020299225],"about_ca_topic_score_codex":0.00009636859,"about_ca_topic_score_gemma":0.000053567997,"teacher_disagreement_score":0.84995204,"about_ca_system_score_codex":0.0007507725,"about_ca_system_score_gemma":0.00010442327,"threshold_uncertainty_score":0.9998915},"labels":[],"label_agreement":null},{"id":"W4226067022","doi":"10.1037/t84057-000","title":"Sydney Swallow Questionnaire--French Canadian Version","year":2022,"lang":"fr","type":"dataset","venue":"PsycTESTS Dataset","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Psychology","score_opus":0.029280621529899877,"score_gpt":0.36720833600253133,"score_spread":0.3379277144726315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226067022","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005772939,0.0012203287,0.00002294044,0.01415433,0.01739208,0.0026465463,0.9625883,0.00012311571,0.0017946154],"genre_scores_gemma":[0.00010765307,0.0022861364,0.00033328572,0.012402143,0.0009425174,0.00075348915,0.97381836,0.0001231665,0.009233224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903054,0.0024373373,0.0014857932,0.0018272183,0.001400842,0.00254339],"domain_scores_gemma":[0.9925681,0.00057003094,0.0008756601,0.0037039244,0.00018893069,0.002093381],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00248071,0.0011539566,0.001008919,0.0011865182,0.0035580485,0.00019624243,0.002811451,0.001089681,0.48115054],"category_scores_gemma":[0.0007900071,0.0013163681,0.00020647232,0.001096737,0.00025230393,0.00070261885,0.0022275546,0.004158683,0.04084854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003961242,0.00056578894,0.0020221842,0.0015909162,0.000384411,0.00075238256,0.00015161958,0.000021579122,8.427696e-7,0.0007590515,0.99234223,0.0013693932],"study_design_scores_gemma":[0.0015026113,0.00034072465,0.008334119,0.00085933274,0.00087878807,0.000016295842,0.00040415092,0.00007769064,2.459903e-7,0.00021973153,0.986121,0.0012453255],"about_ca_topic_score_codex":0.6881597,"about_ca_topic_score_gemma":0.77225316,"teacher_disagreement_score":0.440302,"about_ca_system_score_codex":0.003685739,"about_ca_system_score_gemma":0.0035529207,"threshold_uncertainty_score":0.9989286},"labels":[],"label_agreement":null},{"id":"W4229643944","doi":"10.7748/nop.17.10.33.s15","title":"Advising patients with medication related dysphagia: caution required","year":2006,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Compliance (psychology); Quarter (Canadian coin); Product (mathematics); Medical emergency; Family medicine; Psychology; Surgery; Social psychology; History","score_opus":0.011054371124348634,"score_gpt":0.33386449188776973,"score_spread":0.3228101207634211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229643944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068468,0.00011903136,0.018609855,0.0042221667,0.0022872542,0.0017422258,0.000006990235,0.0004950161,0.065670654],"genre_scores_gemma":[0.9890753,0.0000053259773,0.0009984561,0.0001990973,0.00013442863,0.00007506644,0.00052322546,0.000039937644,0.008949164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980146,0.00019360312,0.0004727897,0.00033861364,0.00047295736,0.0005073805],"domain_scores_gemma":[0.9990262,0.00008491913,0.00032784077,0.00030944275,0.00017225179,0.000079339996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033101512,0.00017287835,0.00020756545,0.00014505525,0.0007815336,0.000026777858,0.00011528598,0.00016585225,0.0003390993],"category_scores_gemma":[0.000023724378,0.000147849,0.000031207095,0.00040592675,0.000056905275,0.00048766672,0.000026122923,0.00030309524,0.00015635279],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012691104,0.0010200613,0.84389347,0.00021975396,0.00010256241,0.000004288857,0.008164493,0.000103452985,0.00018989795,0.018387295,0.111999065,0.015788738],"study_design_scores_gemma":[0.002674969,0.00007446602,0.99012005,0.0006249914,0.00013253718,3.703268e-7,0.0008886427,0.00039656187,0.00001863659,0.0014009827,0.0034706208,0.0001971572],"about_ca_topic_score_codex":0.00035777225,"about_ca_topic_score_gemma":0.00022284599,"teacher_disagreement_score":0.14622658,"about_ca_system_score_codex":0.00049682223,"about_ca_system_score_gemma":0.00012745682,"threshold_uncertainty_score":0.6029107},"labels":[],"label_agreement":null},{"id":"W4229854946","doi":"10.11124/01938924-200705051-00011","title":"THICKENED FLUIDS FOR PEOPLE WITH DEMENTIA IN RESIDENTIAL AGED CARE FACILITIES: A COMPREHENSIVE SYSTEMATIC REVIEW","year":2007,"lang":"en","type":"article","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Dementia; Medicine; Dysphagia; Older people; Medical prescription; Gerontology; Nursing; Surgery; Disease; Pathology","score_opus":0.06848771858027365,"score_gpt":0.4398656317124023,"score_spread":0.37137791313212865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229854946","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07964104,0.49294943,0.05497123,0.001123222,0.0013477944,0.36808667,0.00060416973,0.00013152426,0.0011449246],"genre_scores_gemma":[0.7964016,0.1099576,0.010219066,0.004216902,0.00024171309,0.0720112,0.004691132,0.00017245542,0.0020883305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99246323,0.0015786854,0.00461184,0.00035901807,0.0005770063,0.00041021412],"domain_scores_gemma":[0.9942754,0.0011024302,0.0031768074,0.0009930301,0.00037237554,0.00007995506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011095927,0.000286004,0.0019376788,0.00014659757,0.00038009658,0.00002412138,0.0001838599,0.000041637297,0.00017535362],"category_scores_gemma":[0.0004743993,0.00015882762,0.00013273684,0.00030747656,0.00004089234,0.00027213997,0.00014442879,0.00014095347,0.000006945585],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021890464,0.000019294166,0.0017897063,0.98558575,0.00020548212,0.000012267908,0.006904523,2.600724e-7,0.000075956086,0.0004889485,0.0048783477,0.00001755361],"study_design_scores_gemma":[0.0015935544,0.00018498262,0.003378392,0.84320575,0.0037718401,0.00004000885,0.14512596,0.000012649164,0.000043840144,0.000057213278,0.002261893,0.0003239376],"about_ca_topic_score_codex":0.0007315684,"about_ca_topic_score_gemma":0.004923733,"teacher_disagreement_score":0.7167606,"about_ca_system_score_codex":0.00010600185,"about_ca_system_score_gemma":0.00012169784,"threshold_uncertainty_score":0.6476802},"labels":[],"label_agreement":null},{"id":"W4230212595","doi":"10.1301/nr.2006.jun.289-294","title":"The FOOD Trial Collaboration: Nutritional Supplementation Strategies and Acute Stroke Outcome","year":2006,"lang":"en","type":"review","venue":"Nutrition Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Stroke (engine); Randomized controlled trial; Percutaneous endoscopic gastrostomy; Gastrostomy; Parenteral nutrition; Pediatrics; Internal medicine; Intensive care medicine; Surgery","score_opus":0.18103103796330158,"score_gpt":0.522307274909485,"score_spread":0.3412762369461835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230212595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002062426,0.9705791,0.0002589128,0.0014532475,0.001750214,0.020232443,0.0009777911,0.0000785632,0.004667679],"genre_scores_gemma":[0.0000015268826,0.9657682,0.0009537315,0.00021662755,0.0016228661,0.019009849,0.005074012,0.00004577369,0.0073074196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938028,0.0019815452,0.002735857,0.0005089546,0.0004799813,0.0004908555],"domain_scores_gemma":[0.9969737,0.0005973256,0.001664708,0.00044860877,0.00021768526,0.00009800128],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017639878,0.00051817205,0.0018059993,0.0001940942,0.0015204946,0.00035603563,0.00029708247,0.00035763136,0.0003630179],"category_scores_gemma":[0.000058824433,0.0003435831,0.000432699,0.00046309386,0.00008462111,0.0005328579,0.00012577225,0.0006971072,0.00023532152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033267736,0.0003026252,0.000010656958,0.05019761,0.00038079088,0.0000036391293,0.00004053368,2.6925415e-8,1.3524054e-7,0.06700462,0.6032645,0.27846217],"study_design_scores_gemma":[0.011642985,0.00030359233,0.0000040429427,0.0056578554,0.0015272908,0.0000018165175,0.0006265526,6.241933e-7,3.7905682e-8,0.00090255955,0.97903115,0.0003015002],"about_ca_topic_score_codex":0.000009397102,"about_ca_topic_score_gemma":0.0002910241,"teacher_disagreement_score":0.37576663,"about_ca_system_score_codex":0.00033025586,"about_ca_system_score_gemma":0.0004652469,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W4230549518","doi":"10.31372/20200501.1089","title":"Effects of Dining-focused Life Enhancement Program in Welfare Facilities for Seniors in Japan","year":2020,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Vitality; Medicine; Gerontology; Welfare; Appetite; Intervention (counseling); Physical therapy; Environmental health; Nursing; Internal medicine","score_opus":0.02633768189575154,"score_gpt":0.35774588342572566,"score_spread":0.33140820152997413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230549518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9041813,0.00070429285,0.009621187,0.038831133,0.0032694933,0.0065436955,0.00003453096,0.0001282143,0.036686163],"genre_scores_gemma":[0.99664176,0.00006852325,0.0017804069,0.00012470594,0.00023424013,0.0002574444,0.00001544526,0.000027819184,0.0008496383],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9974895,0.0003283738,0.000869708,0.00027309946,0.00033386346,0.0007054581],"domain_scores_gemma":[0.99901193,0.00019835487,0.00037101124,0.00012567951,0.000081198436,0.00021179918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363238,0.00022133869,0.00049867603,0.0002717379,0.0003337583,0.00003571931,0.00019527892,0.00013890147,0.00015303545],"category_scores_gemma":[0.00020193054,0.00019238955,0.000110937835,0.00033145148,0.00006513768,0.0001905064,0.00003451494,0.0006747378,0.000010526396],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002982555,0.0023384464,0.13252935,0.00567468,0.00037334845,0.00009711238,0.28257,0.00007038805,0.0014407802,0.004548641,0.054852195,0.5125225],"study_design_scores_gemma":[0.045104183,0.008653707,0.19703054,0.014688347,0.00042937632,0.000008953246,0.5010486,0.005231012,0.0016202576,0.0032527726,0.22115779,0.0017744238],"about_ca_topic_score_codex":0.000018641833,"about_ca_topic_score_gemma":0.00003932647,"teacher_disagreement_score":0.5107481,"about_ca_system_score_codex":0.0002452182,"about_ca_system_score_gemma":0.0001933031,"threshold_uncertainty_score":0.78454185},"labels":[],"label_agreement":null},{"id":"W4233418611","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a3381","title":"Primary Ciliary Dyskinesia in First Peoples of Canada","year":2021,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Primary ciliary dyskinesia; Primary (astronomy); Dyskinesia; Optometry; Medicine; Physics; Astronomy; Internal medicine","score_opus":0.019168793354928992,"score_gpt":0.32709806694366744,"score_spread":0.30792927358873845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233418611","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32861525,0.00019255735,0.00020609316,0.0093787955,0.00073124625,0.00041059594,0.000008653809,0.000030680254,0.66042614],"genre_scores_gemma":[0.9144677,0.0001405287,0.0010583207,0.0024226857,0.000045252473,0.000054241147,0.00004060601,0.000010591105,0.081760064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898016,0.000092293856,0.0003304264,0.00014078857,0.00019510683,0.00026119422],"domain_scores_gemma":[0.9993187,0.00029021528,0.00006761812,0.0002043694,0.0000712915,0.00004778355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020297617,0.00006995142,0.00017881977,0.000040504397,0.00010033017,0.0000017495959,0.00008897349,0.000041062525,0.0028132265],"category_scores_gemma":[0.00006003752,0.00006247239,0.0000186825,0.0002127933,0.000008394295,0.000052315834,0.00015994564,0.00012923456,0.000012082155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014908526,0.000098315875,0.6184583,0.001148205,0.00003241856,0.00009332944,0.00058216334,0.0000407906,0.00012451106,0.016675007,0.36243007,0.00030201976],"study_design_scores_gemma":[0.0006262939,0.000007451182,0.9020554,0.00012620879,0.0000100023535,2.6865283e-7,0.0045087,0.000074405165,0.0000657948,0.000133249,0.09230124,0.00009098128],"about_ca_topic_score_codex":0.2803341,"about_ca_topic_score_gemma":0.98448116,"teacher_disagreement_score":0.7041471,"about_ca_system_score_codex":0.00023311513,"about_ca_system_score_gemma":0.0025972386,"threshold_uncertainty_score":0.9980983},"labels":[],"label_agreement":null},{"id":"W4234971250","doi":"10.1016/j.ijrobp.2013.06.368","title":"Impact of Feeding Tubes on Prospective Functional Outcomes in Patients With Locally-Advanced Head-and-Neck Cancer Undergoing Radiation Therapy","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Cancer; Radiology; Surgery; Internal medicine","score_opus":0.025852586073357536,"score_gpt":0.3982028784241805,"score_spread":0.37235029235082295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234971250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99441624,0.00009128586,0.0016517402,0.0011086406,0.0013727129,0.00081046217,0.000023000312,0.000017259923,0.00050867867],"genre_scores_gemma":[0.9978545,0.0004920039,0.0005565897,0.00048793448,0.00039438653,0.00009676751,0.000039687802,0.00002196303,0.000056214427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982762,0.0002308573,0.0007227155,0.00020312988,0.0003197025,0.0002474338],"domain_scores_gemma":[0.99731874,0.00069446495,0.0009775606,0.00008545046,0.00085019553,0.00007356085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031874364,0.00019340348,0.00042661984,0.0002528128,0.00011427606,0.000015047466,0.00017574483,0.00014310963,0.00018652884],"category_scores_gemma":[0.0001405347,0.0001374314,0.00010428177,0.00015552276,0.00007563337,0.00059005583,0.00004545524,0.0004592306,0.000011804165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086325256,0.000489346,0.9356334,0.0000075654225,0.0006508267,7.2960376e-7,0.00052538933,0.0027334401,0.0001478235,0.0043164133,0.00026315122,0.05436863],"study_design_scores_gemma":[0.01336315,0.0019892454,0.97979754,0.000125669,0.000023231403,4.2137714e-7,0.00014245696,0.00054697,0.00004120684,0.0036685443,0.00017861508,0.00012295913],"about_ca_topic_score_codex":0.00017210108,"about_ca_topic_score_gemma":0.000041960164,"teacher_disagreement_score":0.05424567,"about_ca_system_score_codex":0.0016541478,"about_ca_system_score_gemma":0.00060706167,"threshold_uncertainty_score":0.560429},"labels":[],"label_agreement":null},{"id":"W4238356305","doi":"10.21203/rs.3.rs-42736/v1","title":"Preservation of Swallowing in Resected Oral Cavity Squamous Cell Carcinoma: Examining Radiation Volume Effects (PRESERVE): Study Protocol for a Randomized Phase II Trial","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; London Health Sciences Centre","funders":"London Health Sciences Foundation","keywords":"Swallowing; Basal cell; Medicine; Randomized controlled trial; Protocol (science); Oral cavity; Oncology; Surgery; Internal medicine; Pathology; Dentistry","score_opus":0.21226030064160395,"score_gpt":0.5396523270074105,"score_spread":0.32739202636580655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238356305","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47999385,0.000022677945,0.0007570838,0.0003184047,0.00037052768,0.51766557,0.000056475634,0.00009356319,0.00072182197],"genre_scores_gemma":[0.5176952,0.0000014239872,0.0002624672,0.0000107474325,0.00030128378,0.4804071,0.00030423497,0.000062475476,0.000955064],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9744916,0.01816939,0.0023762463,0.0013531946,0.0022553988,0.0013541494],"domain_scores_gemma":[0.9885182,0.007521539,0.001149924,0.001167746,0.0013479185,0.00029472305],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02213664,0.0005484403,0.00211951,0.0012035003,0.0009552265,0.000095816606,0.0010285538,0.0006773295,0.00016150596],"category_scores_gemma":[0.012540696,0.00050637533,0.00037265726,0.0011582471,0.00010521846,0.0004484276,0.003671807,0.0033413349,0.000010194699],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9013584,0.009915283,0.019234577,0.03988858,0.00022918437,0.000080419224,0.017034855,0.0003732654,0.00070228404,0.00014479071,0.009653395,0.0013849634],"study_design_scores_gemma":[0.93106645,0.01400913,0.011623696,0.0010923005,0.00018627518,3.013896e-8,0.003300961,0.03614614,0.0002255659,0.00083919015,0.0010831783,0.00042705503],"about_ca_topic_score_codex":0.006638629,"about_ca_topic_score_gemma":0.0009289232,"teacher_disagreement_score":0.038796276,"about_ca_system_score_codex":0.0010906913,"about_ca_system_score_gemma":0.0021203733,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W4239234468","doi":"10.1016/j.otc.2013.08.011","title":"Zenker Diverticulum","year":2013,"lang":"it","type":"article","venue":"Otolaryngologic Clinics of North America","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Zenker's diverticulum; Diverticulum (mollusc); Myotomy; Surgery; Ligation; General surgery; Esophagus; Dysphagia; Achalasia","score_opus":0.03634054928680795,"score_gpt":0.35136238714407825,"score_spread":0.3150218378572703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239234468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9270827,0.0008576066,0.0011460533,0.006159483,0.003470224,0.0047254697,0.00012608604,0.00022847432,0.056203917],"genre_scores_gemma":[0.9621263,0.0042677666,0.003427717,0.008539424,0.00032578732,0.00035344088,0.00019970714,0.000070441114,0.020689385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942065,0.00088933157,0.0021123383,0.00084338506,0.00064560404,0.0013028514],"domain_scores_gemma":[0.9945743,0.0013275812,0.0017665429,0.0012987747,0.0005613772,0.0004714416],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006044253,0.0005530079,0.001262798,0.00021622836,0.0005286787,0.000040738698,0.0010253862,0.0003998855,0.015824035],"category_scores_gemma":[0.00076870475,0.0004737841,0.00044287305,0.00073155353,0.0005408311,0.00040908903,0.0013545501,0.0012922978,0.011667341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000542804,0.0009790369,0.81275797,0.00037515073,0.0004598376,0.000026990956,0.0006080441,0.000041334206,0.0000070187193,0.00039897283,0.13181622,0.05247517],"study_design_scores_gemma":[0.0010782769,0.0009139193,0.777582,0.00013576011,0.00031682878,6.9248205e-7,0.0011692519,0.0018585713,0.0000012304777,0.00045437957,0.2160279,0.0004612111],"about_ca_topic_score_codex":0.0016447254,"about_ca_topic_score_gemma":0.00011205312,"teacher_disagreement_score":0.08421168,"about_ca_system_score_codex":0.00010812479,"about_ca_system_score_gemma":0.00030940308,"threshold_uncertainty_score":0.99977136},"labels":[],"label_agreement":null},{"id":"W4239792579","doi":"10.1016/j.jamcollsurg.2009.06.048","title":"Endoscopic treatment of Zenker diverticulum: Results of a 7-year experience","year":2009,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Zenker's diverticulum; Diverticulum (mollusc); General surgery; Surgery","score_opus":0.03407393398975648,"score_gpt":0.37159380786978646,"score_spread":0.33751987388002996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239792579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919044,0.00008746311,0.000042227766,0.0028808718,0.0004313798,0.00038903128,0.00009268998,0.0000049398027,0.0041670124],"genre_scores_gemma":[0.99616647,0.00039538628,0.0010207992,0.00013064987,0.000038200364,0.000005674696,5.827543e-7,0.000007491145,0.0022347688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977332,0.00031482775,0.001135358,0.00010636335,0.00045654026,0.00025371628],"domain_scores_gemma":[0.99630564,0.00037962617,0.0025490052,0.00037950143,0.00029779747,0.000088399145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039735,0.00012754781,0.0006928622,0.00016498144,0.00012358601,0.0000014832882,0.0003284782,0.0000289283,0.0000824063],"category_scores_gemma":[0.00016275526,0.00007775798,0.0002712605,0.0005299147,0.00021267092,0.000088151486,0.00007544498,0.00012865759,0.0000022355894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005279213,0.0050491774,0.84121007,0.00022363916,0.0014775177,0.000121540834,0.01766849,0.00022212972,0.028660325,0.0059487033,0.0852008,0.008938395],"study_design_scores_gemma":[0.0070307916,0.0045314534,0.9136289,0.00072973146,0.0004127456,0.000006794698,0.029104795,0.000049703314,0.0105508445,0.00040544858,0.033374205,0.00017462233],"about_ca_topic_score_codex":0.00045872197,"about_ca_topic_score_gemma":0.000048744834,"teacher_disagreement_score":0.0724188,"about_ca_system_score_codex":0.00013353837,"about_ca_system_score_gemma":0.00030913393,"threshold_uncertainty_score":0.31708783},"labels":[],"label_agreement":null},{"id":"W4242643005","doi":"10.1007/bf03018138","title":"Abstract","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Alberta Hospital Edmonton; McGill University; Royal Victoria Hospital; Hamilton Health Sciences; Mount Sinai Hospital; The Wilson Centre; Toronto Western Hospital; Women's College Hospital; British Columbia Centre of Excellence for Women's Health; Robarts Clinical Trials; Dalhousie University; William Osler Health System; University of British Columbia; SickKids Foundation; Vancouver General Hospital; Hôtel-Dieu de Montréal; Hôpital Fleurimont; Misericordia Community Hospital; B.C. Women's Hospital & Health Centre; Research Canada; Centre Hospitalier Universitaire de Sherbrooke; Kingston General Hospital; St Joseph's Health Care; Queen's University; Health Sciences Centre; University of Calgary; St. Michael's Hospital; Queen Elizabeth II Health Sciences Centre; Manitoba Health; Western University; Royal University Hospital; Izaak Walton Killam Health Centre; University of Alberta; University of Toronto; Petro-Canada; Memorial University of Newfoundland; Victoria General Hospital; University Health Network; Sunnybrook Health Science Centre; Nexen (Canada); Université de Montréal; St. Boniface Hospital; Toronto General Hospital; Montreal Children's Hospital; University of Alberta Hospital; Alberta Environment and Protected Areas; General Motors (Canada); Fowler Kennedy Sport Medicine Clinic; Hôpital Notre-Dame; University of Manitoba; Vancouver Hospital and Health Sciences Centre; Hospital for Sick Children","funders":"","keywords":"Political science","score_opus":0.03558821001839236,"score_gpt":0.3010612052204015,"score_spread":0.2654729952020091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242643005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91352487,0.0021783307,0.000035847734,0.020765891,0.00214185,0.00042103615,0.0000053223603,0.000027461236,0.060899373],"genre_scores_gemma":[0.987155,0.00022100534,0.0003843746,0.0006362731,0.0016565067,0.0000062101153,0.0000026376658,0.000070091926,0.009867869],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99589723,0.0002769113,0.0014415939,0.0002166492,0.00062807545,0.0015395485],"domain_scores_gemma":[0.9941449,0.00018174382,0.0012497674,0.00031712034,0.0007935772,0.003312883],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021744268,0.00035095873,0.0006194311,0.001063157,0.0016153743,0.00015581542,0.000902636,0.00027700522,0.011482501],"category_scores_gemma":[0.00022469161,0.00030642914,0.00030505084,0.00047380084,0.00015511383,0.000723393,0.000014022495,0.001955539,0.0005629342],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037084275,0.00005129651,0.020701123,0.00009463716,0.00022089959,0.6288774,0.0041321306,0.00007947021,0.0000170871,0.0028132345,0.33509693,0.00787875],"study_design_scores_gemma":[0.0014764835,0.00045192143,0.032880083,0.00039817873,0.00014999279,0.4895464,0.0035954707,0.000039245308,0.000004592936,0.00078207836,0.4702168,0.00045875376],"about_ca_topic_score_codex":0.0059729293,"about_ca_topic_score_gemma":0.017906504,"teacher_disagreement_score":0.13933098,"about_ca_system_score_codex":0.0013914278,"about_ca_system_score_gemma":0.0027462721,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W4244128816","doi":"10.11124/jbisrir-2009-198","title":"Thickened fluids for people with dementia in residential aged care facilities: a comprehensive systematic review","year":2009,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Dementia; Dysphagia; Medicine; Older people; Gerontology; Medical prescription; Nursing; Surgery; Disease; Pathology","score_opus":0.05489710057502745,"score_gpt":0.37214491497647645,"score_spread":0.317247814401449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244128816","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038379643,0.8322084,0.002472518,0.0019976005,0.000605506,0.1502966,0.00009178779,0.00024007176,0.008249572],"genre_scores_gemma":[0.3715527,0.38778773,0.039386153,0.025813406,0.0007215621,0.12080362,0.001755579,0.0004918651,0.051687386],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99013615,0.0036936018,0.0045873555,0.00046013703,0.0005847593,0.0005379706],"domain_scores_gemma":[0.99521536,0.0010529121,0.002239907,0.0011944311,0.00017656974,0.00012080014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021648724,0.00045673994,0.0047130454,0.0002453646,0.00024131445,0.000039133298,0.0006396826,0.00013349473,0.00029445477],"category_scores_gemma":[0.0004846593,0.00028830525,0.0004029028,0.00056998373,0.000031769225,0.0007560891,0.000118018055,0.00026729857,0.000114826405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003435217,0.000052358188,0.0003974685,0.96541494,0.00018974472,0.000004618063,0.005510639,0.0000010837789,0.000015371626,0.0016130869,0.026757548,0.000008775046],"study_design_scores_gemma":[0.0013171053,0.00031921617,0.0007452933,0.97896254,0.0016857752,0.000002425665,0.013743722,0.000036309495,0.0000061940045,0.00018111384,0.002681543,0.00031875935],"about_ca_topic_score_codex":0.000030362417,"about_ca_topic_score_gemma":0.00007692335,"teacher_disagreement_score":0.44442064,"about_ca_system_score_codex":0.00008849646,"about_ca_system_score_gemma":0.00021086846,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4248342730","doi":"10.1016/j.jneb.2007.04.199","title":"Oral Abstract Presentations","year":2007,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.07345985219391571,"score_gpt":0.5022335786193254,"score_spread":0.4287737264254097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248342730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871562,0.00021100017,0.00072410225,0.0019350458,0.002498062,0.00048090675,0.0000024576573,0.0000128533675,0.0069793873],"genre_scores_gemma":[0.99094224,0.00017572011,0.0043365615,0.0004653306,0.0006198301,0.00006338024,0.000013321308,0.000006762627,0.0033768492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991489,0.000038873815,0.00045818742,0.000057346504,0.00016612407,0.00013059052],"domain_scores_gemma":[0.9990835,0.00008712288,0.0003423539,0.00005736909,0.00031296682,0.00011665265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959753,0.000054303448,0.00009678919,0.00021246623,0.00019785397,0.000014299667,0.000051989497,0.00005300854,0.00066297734],"category_scores_gemma":[0.000027599915,0.00004727878,0.000037992373,0.00010538861,0.000018731407,0.00028070403,0.0000117782965,0.00022023918,0.000022353828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095061456,0.023772119,0.3961472,0.0004219093,0.00006179549,0.000024612844,0.0027755091,3.4351183e-7,0.005080351,0.0077332463,0.3699858,0.19390205],"study_design_scores_gemma":[0.00075280864,0.000058666457,0.8193161,0.00006958433,0.00010117453,0.000011251317,0.01358637,3.7177404e-7,0.000067007095,0.000290135,0.1656997,0.000046812136],"about_ca_topic_score_codex":0.000016146247,"about_ca_topic_score_gemma":0.000021935028,"teacher_disagreement_score":0.4231689,"about_ca_system_score_codex":0.000058840393,"about_ca_system_score_gemma":0.00014671532,"threshold_uncertainty_score":0.7259137},"labels":[],"label_agreement":null},{"id":"W4248814681","doi":"10.1007/s00455-005-0056-3","title":"Abstracts of Scientific Papers Presented at the Thirteenth Annual Meeting of the Dysphagia Research Society, Montréal, Quebec, Canada, October 14-16, 2004","year":2005,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Otorhinolaryngology; General surgery; Hepatology; Family medicine; Library science; Internal medicine; Surgery","score_opus":0.03145277574259961,"score_gpt":0.35776588824305666,"score_spread":0.326313112500457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248814681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85944235,0.0049131317,0.000010558366,0.029525716,0.003152003,0.003956037,0.00032332522,0.000087249966,0.09858962],"genre_scores_gemma":[0.7858012,0.00011252271,0.000100021,0.00080033933,0.00018542961,0.00012093115,0.000045833327,0.000046478035,0.2127873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99302447,0.0010628116,0.0013180367,0.0006393889,0.0025652584,0.0013900285],"domain_scores_gemma":[0.995226,0.001211523,0.0008567336,0.0014290513,0.0010480002,0.00022864563],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048612435,0.00033744253,0.00045894913,0.00011214586,0.0027777997,0.000048815804,0.0013227613,0.00023502372,0.0018415791],"category_scores_gemma":[0.0004455793,0.00021030597,0.00024025717,0.0011161218,0.00090678234,0.00028094553,0.0014319108,0.0012812363,0.00011831868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007362881,0.00017377546,0.012061374,0.00026524666,0.0003603687,0.0000039709244,0.003878903,0.0007374038,0.0018416103,0.00074878236,0.9779853,0.0018696],"study_design_scores_gemma":[0.00151658,0.000038220667,0.16397631,0.00032797494,0.00016662234,0.0000010683513,0.015124768,0.00034265724,0.0042380546,0.00007644755,0.81390387,0.00028740324],"about_ca_topic_score_codex":0.6799256,"about_ca_topic_score_gemma":0.9643233,"teacher_disagreement_score":0.28439766,"about_ca_system_score_codex":0.0014697862,"about_ca_system_score_gemma":0.002523078,"threshold_uncertainty_score":0.9990709},"labels":[],"label_agreement":null},{"id":"W4250463818","doi":"10.1542/pir.28-11-419","title":"Index of Suspicion","year":2007,"lang":"en","type":"article","venue":"Pediatrics in Review","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Index (typography); Medicine; Computer science; World Wide Web","score_opus":0.0634483001984898,"score_gpt":0.4877453049440934,"score_spread":0.4242970047456036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250463818","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058538973,0.40358952,0.013432439,0.0036223086,0.0034983065,0.0062338426,0.000007816179,0.00014036693,0.51093644],"genre_scores_gemma":[0.45917502,0.5322671,0.0011619435,0.003590304,0.0004287173,0.00008550309,0.000016144142,0.000022833325,0.0032524702],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985716,0.00011453557,0.0006990415,0.0001189629,0.00022231658,0.0002735982],"domain_scores_gemma":[0.99908274,0.00031696635,0.00027156726,0.00020663303,0.000076399236,0.000045694556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033249534,0.00007284174,0.00025835744,0.00015647871,0.00004373208,8.300789e-7,0.00013920634,0.00006467683,0.0004298306],"category_scores_gemma":[0.0002512964,0.00006235033,0.000042922326,0.0006294035,0.000010069055,0.00004869646,0.0001022356,0.00027378963,0.000116248295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073099905,0.00007720285,0.9039075,0.016234638,0.000005367269,0.000008193769,0.000116598916,6.9149e-7,0.0000018152361,0.015854161,0.03294673,0.030839832],"study_design_scores_gemma":[0.0007397983,0.000045075336,0.36734667,0.0024425776,0.00011553237,1.9779321e-7,0.0002647124,0.000010698388,0.0000022528575,0.0014858585,0.6273648,0.00018182592],"about_ca_topic_score_codex":0.000049466176,"about_ca_topic_score_gemma":0.0000929116,"teacher_disagreement_score":0.59441805,"about_ca_system_score_codex":0.00008032844,"about_ca_system_score_gemma":0.000072957686,"threshold_uncertainty_score":0.47063437},"labels":[],"label_agreement":null},{"id":"W4250746658","doi":"10.1088/0967-3334/31/1/n01","title":"A procedure for denoising dual-axis swallowing accelerometry signals","year":2009,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Canada Research Chairs","keywords":"Noise reduction; Subspace topology; Accelerometer; Computer science; Noise (video); Wavelet; Artificial intelligence; Swallowing; Algorithm; Pattern recognition (psychology); Computer vision; Mathematics; Medicine","score_opus":0.24004997930609595,"score_gpt":0.43659193233726284,"score_spread":0.1965419530311669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250746658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652814,0.00061149395,0.010708903,0.0044069286,0.0009025322,0.006097241,0.0000097630955,0.0006087358,0.011372971],"genre_scores_gemma":[0.9926435,0.000028280045,0.0016078347,0.0041637183,0.00048909924,0.0005947443,0.000017795046,0.000019345147,0.00043570888],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99703,0.0002500993,0.0006000659,0.0005489516,0.00070031855,0.00087055087],"domain_scores_gemma":[0.9988016,0.00016199859,0.00022411879,0.00029356376,0.00034299676,0.00017574076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016349935,0.000283796,0.0004566892,0.00009923022,0.0007786659,0.00002546632,0.00025324887,0.00017147999,0.0003558965],"category_scores_gemma":[0.00045089002,0.00020718541,0.00018739658,0.0002747012,0.000025146872,0.00016253289,0.00010825572,0.00036478392,0.00013584914],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035666398,0.0010284393,0.0016254537,0.0005402585,0.0002832462,0.000008257291,0.00059956097,0.00016827314,0.91614383,0.006131276,0.058898874,0.014215864],"study_design_scores_gemma":[0.01079924,0.005774817,0.81876516,0.0021850902,0.0006671322,0.0000020329885,0.0044762813,0.0012425478,0.0181408,0.089874394,0.04549538,0.002577115],"about_ca_topic_score_codex":0.0000050897847,"about_ca_topic_score_gemma":0.0000037597522,"teacher_disagreement_score":0.89800304,"about_ca_system_score_codex":0.00037025678,"about_ca_system_score_gemma":0.000116991476,"threshold_uncertainty_score":0.8448776},"labels":[],"label_agreement":null},{"id":"W4251454299","doi":"10.1056/nejmra1714562","title":"Aspiration Pneumonia","year":2019,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":612,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Pneumonia; Aspiration pneumonia; Intensive care medicine; Internal medicine","score_opus":0.18900107900784566,"score_gpt":0.5079602177832893,"score_spread":0.3189591387754436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251454299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003513123,0.9678418,0.00054676353,0.0016769341,0.0068467367,0.00078244135,0.0000019227016,0.000014205535,0.022285704],"genre_scores_gemma":[0.000011439505,0.964193,0.00014423572,0.00051611784,0.01238404,0.000007191049,0.000028722146,0.00003691714,0.02267834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666345,0.0006663702,0.001650391,0.00015184468,0.00057978195,0.00028814242],"domain_scores_gemma":[0.99628043,0.00075312855,0.0022927076,0.00026199757,0.0001865777,0.0002251615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002480042,0.00027524063,0.0019979838,0.00040163795,0.00010558493,0.0000058578266,0.00032323043,0.00023522941,0.0014410528],"category_scores_gemma":[0.0002841953,0.00015210907,0.00020098218,0.0002134683,0.000025253285,0.00011443296,0.00006714601,0.0014177363,0.00033237517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001591208,0.0000121096855,0.000032112664,0.007829104,0.00022356657,0.000040570085,0.00024582937,4.557164e-7,4.298203e-7,0.0006918487,0.08604756,0.9048605],"study_design_scores_gemma":[0.009288932,0.00066469715,0.000026784355,0.032160643,0.0021166736,0.000042102198,0.00009461779,0.0000013921735,9.50484e-9,0.00018752342,0.9552991,0.00011752123],"about_ca_topic_score_codex":0.000034066044,"about_ca_topic_score_gemma":0.000017984057,"teacher_disagreement_score":0.90474296,"about_ca_system_score_codex":0.00019781929,"about_ca_system_score_gemma":0.0011129648,"threshold_uncertainty_score":0.9994718},"labels":[],"label_agreement":null},{"id":"W4251704144","doi":"10.1109/iembs.2006.4398723","title":"Analysis of Temporal Pattern of Swallowing Mechanism","year":2006,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mechanism (biology); Computer science; Swallowing; Medicine; Physics; Dentistry","score_opus":0.04392428457369031,"score_gpt":0.3636727551212772,"score_spread":0.3197484705475869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251704144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317934,0.000016461323,0.015198114,0.000257072,0.00014574041,0.00039149268,0.00001023275,0.000056412602,0.05213111],"genre_scores_gemma":[0.9963879,0.000010535432,0.00057110394,0.00008724545,0.000037486996,0.000047774975,0.000025773461,0.000010366971,0.002821796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862635,0.000016725771,0.0005866546,0.00021379799,0.00028331234,0.0002731403],"domain_scores_gemma":[0.9989212,0.00004233804,0.00046525797,0.00010799755,0.00042259807,0.000040584753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044245154,0.00012007344,0.00041796625,0.0003556493,0.000100092984,0.000008787108,0.00022090142,0.00009009742,0.00077635655],"category_scores_gemma":[0.000021265445,0.000108609485,0.000113399314,0.000593171,0.00003627009,0.00015774347,0.00014392662,0.00015057652,0.000014180503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011252602,0.000079527956,0.8770485,0.00035264855,0.000401317,6.527389e-7,0.0020219712,0.000001776369,0.008955065,0.10877788,0.0010905049,0.0012588965],"study_design_scores_gemma":[0.0022008899,0.00028401063,0.90343034,0.0007744394,0.004105618,1.7708221e-7,0.025324484,0.023304516,0.010449574,0.023782855,0.0056413887,0.0007016959],"about_ca_topic_score_codex":0.0010329457,"about_ca_topic_score_gemma":0.00011306881,"teacher_disagreement_score":0.08499503,"about_ca_system_score_codex":0.000036663823,"about_ca_system_score_gemma":0.000077780634,"threshold_uncertainty_score":0.850056},"labels":[],"label_agreement":null},{"id":"W4252299127","doi":"10.1111/j.1469-8749.2005.tb01108.x","title":"Comparison of clinical and videofluoroscopic evaluation of children with feeding and swallowing difficulties","year":2007,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Hamilton Health Sciences","keywords":"Swallowing; Medicine; Confidence interval; Clinical judgement; Dysphagia; Physical therapy; Prospective cohort study; Pediatrics; Surgery; Intensive care medicine; Internal medicine","score_opus":0.10532650175835981,"score_gpt":0.48303547092584065,"score_spread":0.37770896916748087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252299127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928862,0.0003132046,0.00012467982,0.0016466286,0.00039461238,0.0008146933,9.310626e-7,0.000020388374,0.0037986678],"genre_scores_gemma":[0.99807364,0.00007989889,0.00064916344,0.0010183963,0.00010512944,0.000014576113,0.000017550443,0.000011972433,0.000029672625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781686,0.0002702216,0.0009799994,0.00027436748,0.00040627367,0.0002522917],"domain_scores_gemma":[0.99885696,0.00046872057,0.00040341268,0.00008763681,0.00009550474,0.00008777934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026908282,0.00013833148,0.0005491643,0.00015559403,0.00018720729,0.0000012915095,0.00007824559,0.00010780553,0.0000740118],"category_scores_gemma":[0.0002572805,0.000099565485,0.000014464142,0.00012063998,0.00035293552,0.00006250408,0.00015209409,0.0003669706,0.0000011160029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016260761,0.00006381,0.9803987,0.0000671521,0.00009458412,0.0000010943564,0.0022532146,0.0000012516554,0.00027152608,0.0002608632,0.00029988607,0.016125273],"study_design_scores_gemma":[0.0042200075,0.00072147103,0.99256295,0.00018977936,0.0001631574,0.0000068059253,0.0014866798,0.00006905448,0.00021178598,0.000027030892,0.0002638093,0.00007747119],"about_ca_topic_score_codex":0.00006324048,"about_ca_topic_score_gemma":0.00016033265,"teacher_disagreement_score":0.016047802,"about_ca_system_score_codex":0.000014769409,"about_ca_system_score_gemma":0.000067333436,"threshold_uncertainty_score":0.40601626},"labels":[],"label_agreement":null},{"id":"W4253152669","doi":"10.1044/sasd21.3.1-ce","title":"SIG 13 Perspectives Vol. 21, No. 3, October 2012","year":2012,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Vascular dementia; Psychiatry; Lewy body; CADASIL; Frontotemporal dementia; Dementia with Lewy bodies; Hyperintensity; Executive dysfunction; Audiology; Disease; Internal medicine; Cognition; Neuropsychology; Magnetic resonance imaging; Radiology","score_opus":0.02157656738075359,"score_gpt":0.3485423236275273,"score_spread":0.3269657562467737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253152669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59516925,0.028799167,0.0024002912,0.0050850613,0.0077234586,0.0030937565,0.000029031027,0.0013445741,0.35635543],"genre_scores_gemma":[0.95551956,0.002708695,0.0012858236,0.0013113922,0.0015812796,0.00041906902,0.00003357005,0.00020355608,0.036937054],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9932347,0.0008154547,0.0009147405,0.0014692154,0.0010566349,0.0025092452],"domain_scores_gemma":[0.99665457,0.0008256314,0.00033918538,0.00095384417,0.00046074536,0.0007660057],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020068386,0.0009840666,0.001003837,0.00058687176,0.0023647854,0.00014007579,0.00057320326,0.00048375194,0.0024791742],"category_scores_gemma":[0.000993267,0.0009292,0.0004930922,0.0006135205,0.00036144964,0.0018473795,0.00049027754,0.0017419853,0.0023533092],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011732012,0.0054992777,0.3779031,0.0008408791,0.004598518,0.00004374664,0.3604961,0.0001020352,0.0021484192,0.094979055,0.14082208,0.011393572],"study_design_scores_gemma":[0.0072525996,0.0008347397,0.17540969,0.0006595135,0.0008002164,0.0000028859815,0.52564377,0.00060554565,0.00005437629,0.0016316925,0.2843381,0.0027668974],"about_ca_topic_score_codex":0.00042661195,"about_ca_topic_score_gemma":0.00014403828,"teacher_disagreement_score":0.36035034,"about_ca_system_score_codex":0.000687042,"about_ca_system_score_gemma":0.00016722477,"threshold_uncertainty_score":0.99931586},"labels":[],"label_agreement":null},{"id":"W4253196155","doi":"10.1016/j.jmir.2019.11.156","title":"Comparison of Planned and Estimated Delivered Dose to the Pharyngeal Constrictor Muscles in Head and Neck Patients","year":2019,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Swallowing; Medicine; Head and neck cancer; Radiation therapy; Head and neck; Pharynx; Neck muscles; Nuclear medicine; Radiology; Surgery; Anatomy","score_opus":0.05380352996575209,"score_gpt":0.45493051016776365,"score_spread":0.40112698020201154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253196155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98778427,0.001050829,0.0000731348,0.010269983,0.0004270744,0.00018883016,0.0000020085927,0.0000026694975,0.00020117818],"genre_scores_gemma":[0.9985612,0.0004924478,0.00032584785,0.000569801,0.00003658729,0.000001301682,8.151001e-7,0.0000014511774,0.000010539876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877495,0.00013442164,0.00038802158,0.000084050116,0.0004948594,0.00012370174],"domain_scores_gemma":[0.9990798,0.0004419593,0.00026662936,0.000030609946,0.00006080414,0.00012017182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013803444,0.000047196903,0.0001714329,0.00014231716,0.00015178762,0.000022219272,0.00010624519,0.000025651656,0.00003570224],"category_scores_gemma":[0.00027107797,0.00002684867,0.000008856425,0.00016556276,0.00012667655,0.00017881687,0.00006348752,0.00016572607,0.0000013324308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032118434,0.000038190246,0.9489616,0.000025972538,0.0000059576582,9.559208e-7,0.0018977821,0.000018073059,0.000014515029,0.000087486915,0.0026546316,0.046262674],"study_design_scores_gemma":[0.0018003783,0.0001849918,0.96187127,0.00026193645,0.000011207582,0.0000013887261,0.0054800063,0.028252393,0.0000032880807,0.000036616795,0.0020621803,0.000034332676],"about_ca_topic_score_codex":0.00008771884,"about_ca_topic_score_gemma":0.000028174303,"teacher_disagreement_score":0.04622834,"about_ca_system_score_codex":0.000015310377,"about_ca_system_score_gemma":0.0001101098,"threshold_uncertainty_score":0.116744295},"labels":[],"label_agreement":null},{"id":"W4254024231","doi":"10.1515/iupac.87.0210","title":"Dysphagia","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; Philosophy; Organic chemistry; Data mining","score_opus":0.03344082218944778,"score_gpt":0.5219825121160695,"score_spread":0.4885416899266217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254024231","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001521794,0.0003473767,0.00038817903,0.0025410026,0.005361619,0.0014213214,0.98634565,0.00021862752,0.0033610002],"genre_scores_gemma":[0.00000590176,0.0017256931,0.00007423356,0.0024998782,0.0022633157,0.00018199735,0.96430826,0.00007407653,0.028866636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523634,0.00043865215,0.0010138099,0.0007108368,0.0014905733,0.0011097868],"domain_scores_gemma":[0.9966711,0.0003459087,0.000678001,0.0013787785,0.00062265707,0.00030355016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014779755,0.0005955616,0.00087834767,0.00032359164,0.0006064304,0.00002759362,0.0007727995,0.0007304034,0.0506252],"category_scores_gemma":[0.00045765183,0.0004251045,0.00018664463,0.0002305341,0.00011241082,0.00015016472,0.00074111857,0.0013821013,0.00015852056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011532797,0.00016172761,0.00008923394,0.0005993801,0.0003275879,0.00007175659,0.000022136697,1.2623903e-7,0.0000015390102,0.0002098286,0.9957503,0.002651031],"study_design_scores_gemma":[0.0018807225,0.00014676727,0.00019431571,0.00089632155,0.00030262006,7.4677524e-7,0.00013687232,0.0000014130555,6.872334e-7,0.00039273384,0.9955463,0.0005005211],"about_ca_topic_score_codex":0.00021282658,"about_ca_topic_score_gemma":0.0020368092,"teacher_disagreement_score":0.05046668,"about_ca_system_score_codex":0.001155696,"about_ca_system_score_gemma":0.0019025601,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W4256729921","doi":"10.1515/iupac.88.1191","title":"Pharyngeal Pouch","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Relation (database); Computer science; Linguistics; Philosophy; Data mining","score_opus":0.051857493313618774,"score_gpt":0.5667793644475158,"score_spread":0.514921871133897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256729921","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004129455,0.00042167743,0.00007491485,0.0020265211,0.0058926307,0.0014118638,0.9848283,0.00015327251,0.0051495098],"genre_scores_gemma":[0.000020763762,0.0014158548,0.00008802704,0.0016768104,0.0028194094,0.00014490754,0.9691963,0.000064100364,0.0245738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574214,0.0003343097,0.0008198063,0.00068265194,0.0014272637,0.0009938345],"domain_scores_gemma":[0.9960618,0.00018264409,0.0009513113,0.0019643973,0.00055474666,0.0002850855],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015147725,0.00056368276,0.000950612,0.00026563386,0.0014533817,0.000073158466,0.0012201013,0.00067180616,0.019303873],"category_scores_gemma":[0.00050627976,0.00048914604,0.00020034812,0.00009842185,0.00012526619,0.00019893041,0.0009665461,0.0019660913,0.000123594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012748955,0.00022461996,0.00010669907,0.0008017682,0.00028457574,0.00013381983,0.00003372125,2.8399242e-7,9.25809e-7,0.000058176258,0.9965438,0.0016840871],"study_design_scores_gemma":[0.0018621522,0.00014869658,0.00033381558,0.0006464521,0.0003903787,9.836448e-7,0.00016495399,0.0000060361244,4.0263524e-7,0.00018305228,0.99579144,0.00047166186],"about_ca_topic_score_codex":0.0007498218,"about_ca_topic_score_gemma":0.003960766,"teacher_disagreement_score":0.01942429,"about_ca_system_score_codex":0.0008094281,"about_ca_system_score_gemma":0.0022847357,"threshold_uncertainty_score":0.9998466},"labels":[],"label_agreement":null},{"id":"W4280495611","doi":"10.1007/s00455-022-10460-2","title":"Videofluoroscopic Swallowing Study Features and Resting-State Functional MRI Brain Activity for Assessing Swallowing Differences in Patients with Mild Cognitive Impairment and Risk of Dysphagia","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Swallowing; Medicine; Dysphagia; Montreal Cognitive Assessment; Cognition; Magnetic resonance imaging; Audiology; Functional magnetic resonance imaging; Temporal lobe; Internal medicine; Cognitive impairment; Physical therapy; Surgery; Radiology; Epilepsy; Psychiatry","score_opus":0.026766276621701307,"score_gpt":0.3410466020609757,"score_spread":0.3142803254392744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280495611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329376,0.00015629064,0.0010497897,0.00021114055,0.00049025303,0.004485485,0.00010699211,0.00005957465,0.00014672567],"genre_scores_gemma":[0.99731845,0.000017589831,0.000667566,0.00019470292,0.000031366293,0.0010528627,0.000055545257,0.000042918044,0.00061901583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963936,0.0010551533,0.00056855235,0.00069734774,0.00066164054,0.0006236659],"domain_scores_gemma":[0.9971086,0.0018690848,0.0005408986,0.00020461172,0.00014689991,0.0001299543],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00177015,0.00034126037,0.00057877094,0.00029029074,0.0015118107,0.00005881064,0.00014199429,0.00006815614,0.00007963872],"category_scores_gemma":[0.0002109881,0.00029647246,0.000047990365,0.0003479213,0.00009049376,0.00046269147,0.0005229034,0.00077255565,8.582537e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001172471,0.0008318561,0.9894411,0.00024939337,0.0005034462,0.00000857035,0.005146339,0.00005240522,0.0000378069,0.00003547168,0.0004199723,0.0021011839],"study_design_scores_gemma":[0.0104554305,0.001510145,0.9751989,0.00025359355,0.0003089737,3.450216e-7,0.011393612,0.0003973052,0.000017895689,0.0001461995,0.00003080869,0.0002867511],"about_ca_topic_score_codex":0.000712328,"about_ca_topic_score_gemma":0.000528121,"teacher_disagreement_score":0.014242143,"about_ca_system_score_codex":0.00022259714,"about_ca_system_score_gemma":0.00018907087,"threshold_uncertainty_score":0.99994874},"labels":[],"label_agreement":null},{"id":"W4280517684","doi":"10.1007/s00455-022-10456-y","title":"11th ESSD Congress, 2021","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"Barts Charity","keywords":"Medicine; Hepatology; Otorhinolaryngology; Family medicine; Internal medicine; Surgery","score_opus":0.033570323161947004,"score_gpt":0.39060255269610195,"score_spread":0.3570322295341549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280517684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083632395,0.0015630554,0.0012785977,0.009549131,0.023253983,0.003359353,0.0001806772,0.00059497234,0.8765878],"genre_scores_gemma":[0.75358963,0.000094879164,0.00066351297,0.0049234508,0.00039986166,0.0013009512,0.00019023345,0.0000583659,0.23877911],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974888,0.0005252042,0.00042811243,0.00036977857,0.00052269816,0.0006653854],"domain_scores_gemma":[0.9989029,0.00018555934,0.00021330496,0.0004902884,0.000068810965,0.00013912117],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085534935,0.00017709767,0.00025281424,0.000117462114,0.0017602192,0.000016363223,0.00041335094,0.0000588475,0.07064313],"category_scores_gemma":[0.000040089635,0.00017699965,0.00007208594,0.0003710205,0.000040940664,0.00014248943,0.00090126425,0.0007853229,0.002433572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006867405,0.0001845945,0.04579748,0.00009327225,0.00019200936,0.00011965464,0.0010495351,0.000098141085,0.00013046098,0.07205824,0.8732107,0.0069972095],"study_design_scores_gemma":[0.0012531991,0.0000781457,0.011567199,0.000013564378,0.000056766876,0.0000014279018,0.003666314,0.00036803217,0.000014458159,0.0010562951,0.9817101,0.00021450981],"about_ca_topic_score_codex":0.00013248547,"about_ca_topic_score_gemma":0.000037118636,"teacher_disagreement_score":0.6699572,"about_ca_system_score_codex":0.00027435744,"about_ca_system_score_gemma":0.0002345641,"threshold_uncertainty_score":0.9995394},"labels":[],"label_agreement":null},{"id":"W4280571272","doi":"10.1002/lary.30177","title":"The American <scp>Broncho‐Esophagological</scp> Association Position Statement on Swallowing Fluoroscopy","year":2022,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fluoroscopy; Swallowing; Medicine; Delphi method; Statement (logic); Medical physics; MEDLINE; Systematic review; Protocol (science); Physical therapy; Alternative medicine; Radiology; Computer science; Artificial intelligence","score_opus":0.07734610275601464,"score_gpt":0.44632534985914835,"score_spread":0.3689792471031337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280571272","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003466164,0.944814,0.00007163769,0.0023552584,0.0034358173,0.006401993,0.000107099375,0.00033607197,0.042131506],"genre_scores_gemma":[0.000059199487,0.9620803,0.00008910366,0.0035091932,0.0005672758,0.0039042633,0.0005134536,0.00011103877,0.029166184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98997796,0.005534097,0.0013668045,0.0006594342,0.0012092099,0.0012525265],"domain_scores_gemma":[0.98946935,0.0067546275,0.002608411,0.000967754,0.0000680091,0.00013184854],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005445712,0.0006224326,0.0014355544,0.00014209886,0.004354733,0.0001372387,0.0012375199,0.00020773678,0.00059758767],"category_scores_gemma":[0.0005815239,0.00033563882,0.0004880997,0.0007699982,0.00009192823,0.00012736958,0.0009522539,0.0024515544,0.0017867394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029499335,0.0002811708,0.00018703345,0.0029636493,0.0017053745,0.000034931345,0.0008380109,0.000006168722,0.000004947013,0.006752325,0.50152785,0.48566902],"study_design_scores_gemma":[0.00029147486,0.00041243422,0.0003520082,0.0012627309,0.00093376916,5.023432e-7,0.001021492,0.000008999143,8.751954e-7,0.0002779059,0.9952877,0.00015008257],"about_ca_topic_score_codex":0.00012236294,"about_ca_topic_score_gemma":0.000038288235,"teacher_disagreement_score":0.49375987,"about_ca_system_score_codex":0.0036642393,"about_ca_system_score_gemma":0.0004935076,"threshold_uncertainty_score":0.9999096},"labels":[],"label_agreement":null},{"id":"W4281660638","doi":"10.1002/lary.30222","title":"Temporal Sequence of Laryngeal Vestibule Closure and Reopening is Associated With Airway Protection","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Artificial Intelligence in Medicine (Canada); University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Airway; Medicine; Swallowing; Kinematics; Dysphagia; Vestibule; Larynx; Physical medicine and rehabilitation; Anesthesia; Surgery; Audiology; Vestibular system","score_opus":0.05919964170313858,"score_gpt":0.35096695487326107,"score_spread":0.2917673131701225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281660638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98306185,0.00014475813,0.00015813077,0.004867091,0.00020445454,0.0017238995,0.00005316374,0.00008886392,0.00969779],"genre_scores_gemma":[0.9873914,0.000015615107,0.00016545063,0.00108116,0.000037450693,0.000411849,0.000040140603,0.000023002338,0.010833894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817234,0.00070490025,0.00026533878,0.00021206698,0.00035384114,0.0002915122],"domain_scores_gemma":[0.99923426,0.00010776596,0.00030955346,0.00024061171,0.00006391772,0.000043897366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014074269,0.00011926587,0.00021391918,0.000053565644,0.001200652,0.000010094169,0.0002006221,0.000044881475,0.00065325934],"category_scores_gemma":[0.000039876122,0.00008210778,0.000021148888,0.00034950982,0.00007543402,0.00013968004,0.00038998103,0.0005949449,0.0000122951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001960741,0.00076555944,0.80783296,0.0012500413,0.0015181854,0.0001432239,0.042387404,0.00047622836,0.015872682,0.0139622595,0.10763403,0.0061966833],"study_design_scores_gemma":[0.016723236,0.0105631985,0.5105879,0.0021109951,0.00130791,0.00004328751,0.037149344,0.010317951,0.0027573055,0.0060162614,0.40034562,0.002076988],"about_ca_topic_score_codex":0.00088834437,"about_ca_topic_score_gemma":0.00021920312,"teacher_disagreement_score":0.2972451,"about_ca_system_score_codex":0.00011207907,"about_ca_system_score_gemma":0.00016182473,"threshold_uncertainty_score":0.92345655},"labels":[],"label_agreement":null},{"id":"W4281706047","doi":"10.1044/2022_persp-21-00298","title":"Proposing a Multisystem Swallowing Framework: A Network Medicine Approach in the Era of COVID-19","year":2022,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; Providence Health Care; University of British Columbia","funders":"","keywords":"Dysphagia; Multidisciplinary approach; Pandemic; Medicine; Intensive care medicine; Psychological intervention; Disease management; Swallowing; Disease; MEDLINE; Coronavirus disease 2019 (COVID-19); Nursing; Infectious disease (medical specialty); Pathology; Surgery","score_opus":0.07777760769831672,"score_gpt":0.4095395189366335,"score_spread":0.3317619112383168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281706047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7921962,0.0023230338,0.013993281,0.053491797,0.009775012,0.010609909,0.00005702231,0.00014237846,0.117411345],"genre_scores_gemma":[0.99489546,0.00002720585,0.0008746556,0.001152554,0.0021972503,0.00035389766,0.0000065743366,0.000027173044,0.00046521152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9954548,0.0022604216,0.0007976236,0.00038224424,0.0006304626,0.00047444983],"domain_scores_gemma":[0.9974536,0.0010811153,0.0006487217,0.00066906784,0.00008040621,0.000067125155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028603533,0.00021015157,0.0005072046,0.00013243301,0.0009802983,0.000011194263,0.0012857383,0.00008181323,0.0011157213],"category_scores_gemma":[0.0006472455,0.00012875574,0.00018217004,0.00086501695,0.00029581177,0.00010324364,0.0011804838,0.001699847,0.0000041197072],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005145629,0.00068591005,0.036863122,0.0005748095,0.00026956951,0.000013914884,0.39047787,0.0018514975,0.000118510055,0.5410214,0.027184917,0.00042389918],"study_design_scores_gemma":[0.0018764569,0.00032959797,0.044470996,0.0008679308,0.00013760182,0.000005253484,0.9185729,0.0012306834,0.0000030256522,0.0180914,0.014175371,0.00023875693],"about_ca_topic_score_codex":0.0009384732,"about_ca_topic_score_gemma":0.0006021722,"teacher_disagreement_score":0.52809507,"about_ca_system_score_codex":0.00081825594,"about_ca_system_score_gemma":0.0001970521,"threshold_uncertainty_score":0.9997974},"labels":[],"label_agreement":null},{"id":"W4281793290","doi":"10.1111/jocn.16404","title":"Predictors of complete oral feeding resumption after feeding tube placement in patients with stroke and dysphagia: A systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); CINAHL; Swallowing; Cohort study; Checklist; Physical therapy; Systematic review; Cohort; Feeding tube; MEDLINE; Surgery; Internal medicine; Psychological intervention; Psychology; Psychiatry","score_opus":0.13135115518511467,"score_gpt":0.4945561867084358,"score_spread":0.3632050315233212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281793290","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015544684,0.98986983,0.00008799529,0.00014401913,0.0027471727,0.004948959,0.000040976753,0.000012429809,0.0005941605],"genre_scores_gemma":[0.0010003723,0.997542,0.000593805,0.00017901289,0.00024267667,0.00014408513,0.000029345447,0.000057117133,0.00021159116],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9879476,0.0028599433,0.007149221,0.00034665654,0.0012455289,0.00045106822],"domain_scores_gemma":[0.9895384,0.0022372054,0.007482429,0.00028288944,0.00023608096,0.00022300913],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0099683525,0.0004026053,0.0053543863,0.000486102,0.0001798889,0.000021632837,0.00033602773,0.00025066402,0.00031855603],"category_scores_gemma":[0.0011200906,0.00026823566,0.00050293887,0.00036661548,0.00009900676,0.00028794253,0.00019563135,0.002366916,0.000004669825],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047333963,0.00054786156,0.020066367,0.9418672,0.0012164457,0.00002854315,0.0002876898,0.0000015422677,1.6454784e-8,0.000042301177,0.0025173542,0.032951344],"study_design_scores_gemma":[0.0025793382,0.0011299943,0.006620182,0.92467237,0.008324757,0.0000048943266,0.0005118919,0.000009815598,2.414481e-9,0.000008620351,0.055901807,0.00023633704],"about_ca_topic_score_codex":0.0000030752315,"about_ca_topic_score_gemma":0.0000032578637,"teacher_disagreement_score":0.053384453,"about_ca_system_score_codex":0.00072164385,"about_ca_system_score_gemma":0.000382663,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W4281941118","doi":"10.4995/head22.2022.14286","title":"Designing a Novel Interprofessional and Inter-University Education Session for Healthcare Trainees to Improve Interprofessional Practice","year":2022,"lang":"en","type":"article","venue":"8th International Conference on Higher Education Advances (HEAd'22)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McMaster University","funders":"","keywords":"Interprofessional education; Computer science; Session (web analytics); Health care; Asynchronous communication; Medical education; Pharmacy; Medicine; Nursing","score_opus":0.08118104897336954,"score_gpt":0.48600189893947965,"score_spread":0.4048208499661101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281941118","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1657587,0.0012160512,0.11975628,0.4385492,0.11447651,0.014252798,0.0014958819,0.0007303589,0.14376424],"genre_scores_gemma":[0.85168046,0.00010294324,0.03440194,0.015262208,0.00080260384,0.0020315857,0.000676075,0.000052988526,0.09498919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968433,0.0005418503,0.0006046497,0.00085512444,0.00068218226,0.00047291274],"domain_scores_gemma":[0.9969628,0.0007539226,0.0006876818,0.00031943803,0.0009621259,0.00031404532],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078776706,0.00034029013,0.00030544816,0.0005854658,0.001343678,0.000060351977,0.0006449711,0.00011935579,0.0037340487],"category_scores_gemma":[0.000191343,0.00034838714,0.00008871678,0.00030002097,0.00006330526,0.0010096822,0.0006187223,0.0008771498,0.000055799348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058074435,0.0028882774,0.0076814145,0.0005176862,0.00019704395,0.0000026038142,0.006663595,0.000046478308,0.0055508846,0.7594403,0.05455846,0.15664579],"study_design_scores_gemma":[0.0019282028,0.0008386232,0.0074183787,0.0014311165,0.00006173554,0.000005574765,0.08255459,0.0008129222,0.000062566236,0.0065596076,0.8977688,0.0005578591],"about_ca_topic_score_codex":0.00028217005,"about_ca_topic_score_gemma":0.000103289596,"teacher_disagreement_score":0.84321034,"about_ca_system_score_codex":0.0013796223,"about_ca_system_score_gemma":0.00315405,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4282837293","doi":"10.1007/s00455-022-10466-w","title":"Generating Items for a Novel Bedside Dysphagia Screening Tool Post Acute Pediatric Stroke","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children; Public Health Ontario; Toronto Rehabilitation Institute; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Content validity; Choking; Acute stroke; Physical therapy; Swallowing; Stroke (engine); Otorhinolaryngology; Family medicine; Emergency department; Psychometrics; Clinical psychology; Surgery; Psychiatry","score_opus":0.04686479006626246,"score_gpt":0.3726288399165876,"score_spread":0.32576404985032514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282837293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7391851,0.001085977,0.21825367,0.0041202903,0.010581983,0.010445143,0.003084528,0.0012185798,0.012024704],"genre_scores_gemma":[0.7525064,0.000096508564,0.10938072,0.016359212,0.0035246874,0.009863951,0.0020827414,0.00039008204,0.10579574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995136,0.00033308397,0.0012177159,0.0008730879,0.0009055788,0.0015345018],"domain_scores_gemma":[0.997303,0.00074043067,0.000707892,0.00068557233,0.0003157388,0.00024736763],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019648392,0.00047841395,0.0005828379,0.00041404652,0.004048249,0.0000833254,0.000731555,0.00016797188,0.0025188401],"category_scores_gemma":[0.00020466214,0.0005049359,0.0002620194,0.0006397786,0.00003469661,0.00043542817,0.0011689512,0.0011677057,0.00016514231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021727928,0.0020219584,0.2251003,0.002057778,0.005462768,0.0003582517,0.011519995,0.01358678,0.05919541,0.05079835,0.59620035,0.03152527],"study_design_scores_gemma":[0.024130093,0.002203242,0.050707877,0.000095494936,0.0035434042,0.00004180445,0.016522007,0.10651618,0.00034856919,0.0003958859,0.7921413,0.0033541173],"about_ca_topic_score_codex":0.00018437862,"about_ca_topic_score_gemma":0.000049318598,"teacher_disagreement_score":0.19594096,"about_ca_system_score_codex":0.0003921408,"about_ca_system_score_gemma":0.00044650614,"threshold_uncertainty_score":0.99974024},"labels":[],"label_agreement":null},{"id":"W4283010923","doi":"10.1371/journal.pone.0270096","title":"Risk factors of dysphagia in patients with ischemic stroke: A meta-analysis and systematic review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Dysphagia; Stroke (engine); Medicine; Ischemic stroke; Systematic review; MEDLINE; Internal medicine; Bioinformatics; Surgery; Ischemia; Biology; Physics","score_opus":0.16936147067263815,"score_gpt":0.3901998103693333,"score_spread":0.22083833969669517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283010923","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020049051,0.98720145,0.000007098308,0.000010984666,0.000020785994,0.011137841,0.00052423374,0.00002813524,0.00086898904],"genre_scores_gemma":[0.00007404609,0.992305,0.00025719113,0.00006113292,0.00000540334,0.003879173,0.00058390206,0.00005554414,0.0027785988],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.993495,0.002431745,0.0021351755,0.00053398294,0.0010267284,0.00037739033],"domain_scores_gemma":[0.99454814,0.0010841608,0.003221205,0.000936154,0.00010755377,0.00010278095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016233517,0.0005076305,0.010330825,0.0006390221,0.00015558535,0.0000079196,0.0003845444,0.00014785267,0.0031590068],"category_scores_gemma":[0.00035968563,0.0003059106,0.0008884615,0.0013892625,0.000028252247,0.00009480639,0.00037723762,0.000994796,0.000024325027],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026210212,0.0004956131,0.004678972,0.7467044,0.24778189,9.573189e-7,0.00006554352,5.5353183e-8,4.0309547e-9,0.000008117247,0.00012225132,0.00013956343],"study_design_scores_gemma":[0.00025134633,0.000084056555,0.00019200928,0.12423801,0.8666106,1.36979175e-8,0.000074935946,0.0000013628635,4.3102986e-8,8.2338755e-7,0.008299059,0.00024773154],"about_ca_topic_score_codex":0.00015422932,"about_ca_topic_score_gemma":0.00006679353,"teacher_disagreement_score":0.62246644,"about_ca_system_score_codex":0.00023441634,"about_ca_system_score_gemma":0.00016150488,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W4283011202","doi":"10.3390/foods11121789","title":"3D Food Printing Applications Related to Dysphagia: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dysphagia; Medicine; Choking; Population; Malnutrition; Food science; Environmental health; Surgery; Biology; Pathology","score_opus":0.12156955891223975,"score_gpt":0.5063212303151845,"score_spread":0.38475167140294475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283011202","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.121229e-8,0.862701,0.0005114995,0.0005922066,0.00085743953,0.015485371,0.000077114535,0.00031256213,0.11946272],"genre_scores_gemma":[3.645065e-7,0.9310663,0.0018192474,0.0016636245,0.00016240637,0.03860044,0.0006817457,0.00012568716,0.025880199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945361,0.0014601221,0.0018254855,0.00088904105,0.0005067595,0.00078248355],"domain_scores_gemma":[0.99671,0.00062012277,0.0011789094,0.0011423797,0.00010147584,0.00024712057],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018433821,0.00057521235,0.002067308,0.00030949968,0.0014128251,0.000018466426,0.00085516466,0.00030903943,0.010580591],"category_scores_gemma":[0.00022051058,0.00050235447,0.00044391764,0.0018625215,0.000025941526,0.00009437176,0.0013996006,0.002066655,0.0023288934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013166292,0.00007412182,0.0000028732934,0.09932434,0.0007090168,0.000003979407,0.0007988822,3.5946204e-7,1.1202537e-8,0.00949449,0.07328025,0.81631035],"study_design_scores_gemma":[0.00016742857,0.00017295885,0.0000020793293,0.03166165,0.0014098234,0.0000023372495,0.0005434943,0.0000010348924,5.9851137e-9,0.00015133951,0.96544784,0.00044001205],"about_ca_topic_score_codex":0.000007915315,"about_ca_topic_score_gemma":0.000015353775,"teacher_disagreement_score":0.89216757,"about_ca_system_score_codex":0.0007434193,"about_ca_system_score_gemma":0.00083947036,"threshold_uncertainty_score":0.9998872},"labels":[],"label_agreement":null},{"id":"W4283067053","doi":"10.1016/j.ijnss.2022.06.010","title":"Implementation strategies to improve evidence-based practice for post-stroke dysphagia identification and management: A before-and-after study","year":2022,"lang":"en","type":"article","venue":"International Journal of Nursing Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Beijing University of Chinese Medicine","keywords":"Dysphagia; Identification (biology); Stroke (engine); Medicine; Physical medicine and rehabilitation; Engineering; Surgery; Mechanical engineering","score_opus":0.06307844380641704,"score_gpt":0.5076022464307975,"score_spread":0.4445238026243805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283067053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94289356,0.0001834215,0.01908481,0.0318545,0.0035291796,0.0019855483,0.000042940213,0.00001558068,0.00041048054],"genre_scores_gemma":[0.9920015,0.000028817924,0.0059063095,0.0012735408,0.00012303297,0.00029782797,0.0000031602683,0.0000066210187,0.00035921214],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978897,0.00025250055,0.00054620986,0.00022501122,0.0008953569,0.0001912022],"domain_scores_gemma":[0.9983584,0.0003519452,0.0006111992,0.000071613926,0.00054353435,0.00006328947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030732434,0.000088543195,0.00011153343,0.00046284348,0.0006914801,0.00023014082,0.0003433196,0.000013224755,0.000074698175],"category_scores_gemma":[0.00011179616,0.0000779352,0.000034417575,0.00015526538,0.00006703925,0.0014664315,0.00012198297,0.00014288258,0.0000016923234],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007322711,0.0029931823,0.16988705,0.00026712843,0.0020841071,0.00013811931,0.08960073,0.0014197164,0.00896224,0.06358426,0.004567056,0.64917374],"study_design_scores_gemma":[0.0035835009,0.007073252,0.41268525,0.00039656952,0.00061662256,0.000022119259,0.56288815,0.0012162785,0.00010711481,0.0044793924,0.006691312,0.00024046238],"about_ca_topic_score_codex":0.000065495886,"about_ca_topic_score_gemma":0.00007538598,"teacher_disagreement_score":0.64893323,"about_ca_system_score_codex":0.00029753448,"about_ca_system_score_gemma":0.00020728678,"threshold_uncertainty_score":0.5318376},"labels":[],"label_agreement":null},{"id":"W4283121686","doi":"10.3390/brainsci12060803","title":"Relationship between Post-Stroke Cognitive Impairment and Severe Dysphagia: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Swallowing; Internal medicine; Dysphagia; Logistic regression; Stroke (engine); Rehabilitation; Physical therapy; Surgery","score_opus":0.05680560567345195,"score_gpt":0.41011746359202944,"score_spread":0.3533118579185775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283121686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655702,0.000038888877,0.00006303444,0.0034941405,0.0003921197,0.0035619047,0.00016715264,0.0000907617,0.026621766],"genre_scores_gemma":[0.9858299,0.0000017914876,0.00012828675,0.0012323175,0.00008170996,0.0009337116,0.000024727262,0.000011006745,0.011756583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964903,0.0010981851,0.00037378859,0.0005925146,0.0009636829,0.0004814999],"domain_scores_gemma":[0.9973964,0.001966897,0.0002397338,0.00016522224,0.000112968795,0.000118788645],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050864196,0.0001546774,0.00025947444,0.00023233223,0.0044446094,0.0000456698,0.00027911944,0.000038962433,0.0012219286],"category_scores_gemma":[0.0005143756,0.00013745738,0.000037514383,0.000621943,0.00021521443,0.00029310523,0.00078355067,0.0005504653,0.0000534272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026442096,0.0001268799,0.989273,0.000011920074,0.00006955545,0.00000786527,0.005589313,0.0000036318497,0.0000022179695,0.0021942323,0.002534661,0.0001602836],"study_design_scores_gemma":[0.0010383239,0.0013316935,0.9244343,0.000009313489,0.00008824676,0.0000011663194,0.07121003,0.000029850442,4.7903364e-7,0.001107339,0.00059441174,0.00015485122],"about_ca_topic_score_codex":0.00043484056,"about_ca_topic_score_gemma":0.00017046288,"teacher_disagreement_score":0.06562071,"about_ca_system_score_codex":0.00030901318,"about_ca_system_score_gemma":0.0002973772,"threshold_uncertainty_score":0.99969107},"labels":[],"label_agreement":null},{"id":"W4283261541","doi":"10.1044/2022_jslhr-21-00586","title":"Profiles of Swallowing Impairment in a Cohort of Patients With Reduced Tongue Strength Within 3 Months of Cerebral Ischemic Stroke","year":2022,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network; St. Michael's Hospital","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Medicine; Dysphagia; Tongue; Cohort; Interquartile range; Stroke (engine); Airway; Physical therapy; Isometric exercise; Physical medicine and rehabilitation; Anesthesia; Surgery; Internal medicine; Pathology","score_opus":0.03448411407556798,"score_gpt":0.39644917815304087,"score_spread":0.36196506407747286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283261541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728274,0.00018237221,0.0000028064799,0.00012241324,0.00007241487,0.0008006411,0.00002351949,0.0000033878218,0.0015097004],"genre_scores_gemma":[0.99773216,0.000029583098,0.0013878148,0.0000086379605,0.00004077112,0.000025987076,0.000008019097,0.000014971544,0.000752031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714065,0.0003531953,0.0008288312,0.00014396477,0.0011936009,0.0003397489],"domain_scores_gemma":[0.99866444,0.00020810433,0.0005248425,0.0001836685,0.00033359317,0.00008534157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035379063,0.00009439716,0.00041925724,0.00055467634,0.00014497885,0.000005972614,0.00021776123,0.000046119916,0.00026335855],"category_scores_gemma":[0.00011319766,0.00007298489,0.0000528617,0.00034381964,0.00006469223,0.00013566038,0.0004042912,0.0010081863,3.0360025e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081260316,0.00046284596,0.963905,0.0006501337,0.00013934461,0.00004763689,0.012452073,0.0000444078,0.019656623,0.00006614139,0.00046651158,0.0012967007],"study_design_scores_gemma":[0.0038251956,0.0018156782,0.90072954,0.0008234281,0.0000467824,0.000002323597,0.07569299,0.000100076395,0.016740285,0.000022226077,0.000101713864,0.00009974339],"about_ca_topic_score_codex":0.0012327125,"about_ca_topic_score_gemma":0.00010758977,"teacher_disagreement_score":0.063240916,"about_ca_system_score_codex":0.00019426168,"about_ca_system_score_gemma":0.0003882761,"threshold_uncertainty_score":0.43801236},"labels":[],"label_agreement":null},{"id":"W4283382976","doi":"10.1017/cjn.2022.160","title":"P.059 Management of motor symptoms for patients with advanced Parkinson’s disease without safe oral access: a scoping review","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; CINAHL; MEDLINE; Palliative care; Disease; Parkinson's disease; Physical therapy; Intensive care medicine; Pediatrics; Psychiatry; Surgery; Internal medicine; Nursing","score_opus":0.11025765684358117,"score_gpt":0.4355299880012316,"score_spread":0.3252723311576504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283382976","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021886464,0.96709615,0.00005336252,0.0007525827,0.0021253964,0.0062218904,0.00016641623,0.000027134502,0.0016706111],"genre_scores_gemma":[0.0031031785,0.9914951,0.0021954698,0.0025335527,0.00014659134,0.00036517004,0.000009154493,0.00004484351,0.000106950116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901987,0.0027048283,0.0026185215,0.00097117486,0.001524617,0.0019821655],"domain_scores_gemma":[0.99074167,0.0013983067,0.0047524404,0.00036352384,0.0005747196,0.0021693492],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0065512313,0.0007306966,0.0024108973,0.0012574514,0.004432649,0.0002834715,0.004533352,0.00019045695,0.00081767683],"category_scores_gemma":[0.0011327544,0.00044622816,0.00068308046,0.0018956084,0.0025171654,0.001241565,0.00043329352,0.0018189535,0.0000024731191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000608195,0.00029957324,0.3691552,0.065012656,0.00052840344,0.0034286554,0.00017076326,0.00038020549,2.0635925e-8,0.0016316024,0.0037830393,0.5550017],"study_design_scores_gemma":[0.001090464,0.047336586,0.010499542,0.0818127,0.0018335804,0.00025355097,0.00012016805,0.000039777387,2.5218418e-8,0.0011089739,0.8550657,0.00083891605],"about_ca_topic_score_codex":0.00021624174,"about_ca_topic_score_gemma":0.008077669,"teacher_disagreement_score":0.85128266,"about_ca_system_score_codex":0.00075736176,"about_ca_system_score_gemma":0.0102604935,"threshold_uncertainty_score":0.99979895},"labels":[],"label_agreement":null},{"id":"W4283646993","doi":"10.1007/s00455-022-10483-9","title":"Effect of Repetitive Transcranial Magnetic Stimulation on Post-stroke Dysphagia: A Meta-analysis of Stimulation Frequency, Stimulation Site, and Timing of Outcome Measurement","year":2022,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Transcranial magnetic stimulation; Dysphagia; Swallowing; Stroke (engine); Meta-analysis; Strictly standardized mean difference; Cochrane Library; Randomized controlled trial; Physical therapy; Internal medicine; Anesthesia; Stimulation; Surgery","score_opus":0.18091367024893404,"score_gpt":0.4483916960237376,"score_spread":0.2674780257748035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283646993","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008502422,0.96575326,0.002539987,0.000055865916,0.0010112233,0.014952973,0.003138216,0.00014243732,0.003903606],"genre_scores_gemma":[0.5647361,0.4223317,0.0023218768,0.0001545178,0.00016188229,0.0025360927,0.0050789583,0.0003623042,0.002316566],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9876894,0.0046618353,0.0039367573,0.001002556,0.0021517673,0.00055773003],"domain_scores_gemma":[0.99002874,0.0043663685,0.003809036,0.0009817143,0.0006614786,0.00015266628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065576625,0.00091147877,0.0065578064,0.002034198,0.00037749737,0.000015181366,0.00037674594,0.0005153599,0.006574542],"category_scores_gemma":[0.0007946715,0.00074377836,0.002339486,0.0015788245,0.00012253037,0.000234999,0.00019801312,0.0010754687,0.000017300074],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020764305,0.0015825558,0.018729426,0.1498553,0.3348153,0.00005605791,0.0044244803,0.016621787,0.00057862635,0.0023639863,0.00017663186,0.46871942],"study_design_scores_gemma":[0.0037159473,0.0051201796,0.011954453,0.0015491477,0.95904225,0.0000011193935,0.00016159563,0.006296308,0.000030213138,0.000040795745,0.0111229755,0.0009649935],"about_ca_topic_score_codex":0.0005829313,"about_ca_topic_score_gemma":0.00015513418,"teacher_disagreement_score":0.624227,"about_ca_system_score_codex":0.0005720913,"about_ca_system_score_gemma":0.00030117942,"threshold_uncertainty_score":0.99950135},"labels":[],"label_agreement":null},{"id":"W4283658582","doi":"10.1701/3827.38109","title":"Nurse’s bedside screening of dysphagia: an umbrella review","year":2022,"lang":"en","type":"review","venue":"Recenti Progressi in Medicina","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; CINAHL; Medicine; Cochrane Library; Swallowing; Systematic review; MEDLINE; Randomized controlled trial; Physical therapy; Nursing; Psychological intervention; Surgery","score_opus":0.20326030388296995,"score_gpt":0.5441047831006532,"score_spread":0.3408444792176833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283658582","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013772334,0.95639443,0.00003758508,0.0003495303,0.0023979587,0.0077112527,0.000039835348,0.0001422665,0.032925755],"genre_scores_gemma":[0.000001430693,0.98976386,0.0013312527,0.00060842733,0.00035924197,0.0030191531,0.001214147,0.00017245594,0.0035300076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891953,0.003844412,0.0032810564,0.0010292336,0.0014488818,0.0012011043],"domain_scores_gemma":[0.9945557,0.0007931389,0.0028180853,0.0013847259,0.00012730235,0.0003210072],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006384589,0.00077206455,0.0041716206,0.000675959,0.00040943426,0.000011661376,0.0013379687,0.00050129544,0.010765241],"category_scores_gemma":[0.00046439204,0.0006249485,0.00045218226,0.001692196,0.00017370719,0.00021520723,0.00061871216,0.0031207867,0.00012500484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009358624,0.00024343359,0.0003325895,0.20059212,0.00022240983,0.000103209444,0.00018516056,9.1048975e-8,1.8594166e-8,0.00045436242,0.026230376,0.7716269],"study_design_scores_gemma":[0.000580142,0.00016809671,0.000033900847,0.2495167,0.0016461809,0.0000062448694,0.00055308954,0.000006280216,3.9249436e-8,0.0000329088,0.74709797,0.0003584341],"about_ca_topic_score_codex":0.0001058398,"about_ca_topic_score_gemma":0.00005308831,"teacher_disagreement_score":0.7712684,"about_ca_system_score_codex":0.00055626273,"about_ca_system_score_gemma":0.0011138183,"threshold_uncertainty_score":0.9996202},"labels":[],"label_agreement":null},{"id":"W4284679554","doi":"10.1044/2022_ajslp-21-00385","title":"Comparison of Lingual Pressure Generation Capacity in Parkinson Disease, Amyotrophic Lateral Sclerosis, and Healthy Aging","year":2022,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Amyotrophic lateral sclerosis; Medicine; Parkinson's disease; Physical medicine and rehabilitation; Healthy aging; Disease; Gerontology; Pathology","score_opus":0.07017963817857747,"score_gpt":0.3964556062971325,"score_spread":0.326275968118555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284679554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951462,0.0023070516,0.00023652957,0.001332018,0.0005587767,0.00030645597,0.000029306017,0.000012334394,0.000071292314],"genre_scores_gemma":[0.9960266,0.00022458888,0.0025038444,0.0008243591,0.00028999234,0.000024033407,0.000015394073,0.00001842687,0.000072759256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969395,0.001329062,0.00085220893,0.00020898684,0.00031753886,0.0003526979],"domain_scores_gemma":[0.99826705,0.00012185163,0.0012152906,0.00017603731,0.00008215084,0.00013758973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119099,0.00013741833,0.0005733001,0.00034206535,0.00026318413,0.0000069101197,0.00018431286,0.000034643774,0.00016916681],"category_scores_gemma":[0.00006520034,0.0001318726,0.000058436603,0.00027342208,0.00015842333,0.00010111536,0.00019814774,0.00084070006,0.0000013106163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004198944,0.00029137972,0.92340815,0.00014165055,0.0000687003,0.0003068028,0.024213748,0.0008379504,0.012816877,0.00017720347,0.0005138261,0.03680383],"study_design_scores_gemma":[0.0030031295,0.0025202455,0.94821185,0.00016514736,0.00020878432,0.000058166996,0.036653224,0.0021668186,0.0004111232,0.00011230592,0.0061836042,0.00030557677],"about_ca_topic_score_codex":0.00040214433,"about_ca_topic_score_gemma":0.00014942732,"teacher_disagreement_score":0.036498256,"about_ca_system_score_codex":0.00011620437,"about_ca_system_score_gemma":0.00016796203,"threshold_uncertainty_score":0.53776085},"labels":[],"label_agreement":null},{"id":"W4284889278","doi":"10.1007/s00455-022-10477-7","title":"Changes in Cardiac Function During a Swallow Exercise Program in Patients with Coronary Artery Disease","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Surgery and Critical Care Program, University Health Network","keywords":"Medicine; Coronary artery disease; Dysphagia; Swallowing; Heart rate; McNemar's test; Stroke (engine); Physical therapy; Cardiology; Blood pressure; Internal medicine; Surgery","score_opus":0.013643957670021493,"score_gpt":0.2971425879215382,"score_spread":0.2834986302515167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284889278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993004,0.00015068591,0.000005108351,0.0003151157,0.0010462271,0.0042269113,0.000035575835,0.00016047005,0.001055908],"genre_scores_gemma":[0.98943704,0.0000314615,0.00007064566,0.00028310172,0.00004731052,0.0068315025,0.00030428419,0.000040697298,0.0029539617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786276,0.00033512834,0.00031365742,0.00040909936,0.0004668348,0.00061251066],"domain_scores_gemma":[0.99932545,0.00003976184,0.00013207766,0.0003220644,0.000037272177,0.00014337998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035887543,0.00019542334,0.0002823433,0.00029814625,0.0004088138,0.000012048608,0.00015353221,0.000044797616,0.0008259279],"category_scores_gemma":[0.000008542246,0.0001863369,0.000037504757,0.00049799966,0.000022159908,0.00018949804,0.0003295481,0.0005212078,0.000059611815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017083565,0.000786696,0.9882307,0.00023730543,0.00004757092,0.00008282383,0.0008036427,0.00011292452,0.000005265,0.0000833276,0.0009940292,0.0069073383],"study_design_scores_gemma":[0.003475035,0.00031804622,0.98873293,0.00013230665,0.00006676254,5.1419622e-8,0.001361749,0.00010367486,6.837372e-7,0.000051611605,0.0055470346,0.0002101085],"about_ca_topic_score_codex":0.000070842056,"about_ca_topic_score_gemma":0.00031528567,"teacher_disagreement_score":0.00669723,"about_ca_system_score_codex":0.00046940873,"about_ca_system_score_gemma":0.0001125998,"threshold_uncertainty_score":0.9043331},"labels":[],"label_agreement":null},{"id":"W4285078661","doi":"","title":"Death by Choking or Dysphagia: A Review of Coronial Findings (Australia and Canada): A Picture of Preventable Death, Non-adherence to Written Recommendations, and Lack of Appropriate Supervision.","year":2022,"lang":"en","type":"review","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Choking; Dysphagia; Medicine; Injury prevention; Suicide prevention; Occupational safety and health; Medical emergency; Poison control; Cause of death; Human factors and ergonomics; Family medicine; Surgery; Pathology","score_opus":0.19409627165523902,"score_gpt":0.440614983408724,"score_spread":0.246518711753485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285078661","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010296617,0.9840087,0.00003544463,0.00046711802,0.0005840633,0.012203839,0.0010126597,0.000015681935,0.00064278406],"genre_scores_gemma":[0.00032760703,0.9865775,0.0005750144,0.00036877114,0.00003535735,0.0055934917,0.0003522081,0.00004183212,0.0061282255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962394,0.0005283227,0.0016594129,0.00051024364,0.0004991762,0.0005634036],"domain_scores_gemma":[0.997676,0.00045209192,0.0011137184,0.0004238299,0.00010902085,0.00022531181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017220216,0.0003842852,0.0020449762,0.00015372531,0.00021071159,0.000009918289,0.0004167984,0.00018335316,0.0012022246],"category_scores_gemma":[0.0002667643,0.00029695206,0.00011121967,0.0004004163,0.000030597046,0.00011696486,0.0006988655,0.00058449944,0.0000010226481],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004126913,0.00010351983,0.0027939535,0.2968538,0.000491746,0.0000048216384,0.00017907783,9.22713e-8,4.0725973e-7,0.00024076362,0.10757202,0.59171855],"study_design_scores_gemma":[0.000540046,0.0001239623,0.0017792983,0.03645719,0.0011710584,0.0000027067763,0.0001623315,8.2080743e-7,0.0000012367796,0.000015908277,0.9594859,0.00025954025],"about_ca_topic_score_codex":0.054188628,"about_ca_topic_score_gemma":0.011751109,"teacher_disagreement_score":0.85191387,"about_ca_system_score_codex":0.00036078924,"about_ca_system_score_gemma":0.0008414458,"threshold_uncertainty_score":0.99994826},"labels":[],"label_agreement":null},{"id":"W4285310995","doi":"10.1590/2317-1782/20212020214","title":"Fatores associados a fragilidade em pacientes com doenças neurodegenerativas","year":2022,"lang":"pt","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Montreal Cognitive Assessment; Oropharyngeal dysphagia; Poisson regression; Swallowing; Cognition; Medical record; Internal medicine; Disease; Dementia; Physical therapy; Psychiatry; Population; Surgery","score_opus":0.05049943992925463,"score_gpt":0.3755597882657033,"score_spread":0.32506034833644865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285310995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81199545,0.008005253,0.004835664,0.08509487,0.033407804,0.009893765,0.0019055904,0.0013300675,0.043531545],"genre_scores_gemma":[0.8409889,0.00012008189,0.0000766839,0.006880842,0.0004034235,0.0006938491,0.00023776939,0.00010406701,0.15049441],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99319917,0.0024007745,0.00091802515,0.0008998501,0.001268059,0.0013141003],"domain_scores_gemma":[0.9974057,0.00054515887,0.0006194194,0.0009378376,0.00012577468,0.00036609778],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013333219,0.00050647726,0.0006446566,0.00031070667,0.0042337277,0.00015420746,0.0008666406,0.00018199834,0.014122664],"category_scores_gemma":[0.00019075055,0.0005234715,0.0002712807,0.0008765348,0.000087032065,0.00020980377,0.0023931512,0.0019189111,0.0010331814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011569331,0.0010632889,0.05413702,0.00035977334,0.00044428138,0.00018534833,0.024913402,0.00025246467,0.000467461,0.02942962,0.8859209,0.0027107534],"study_design_scores_gemma":[0.0028686896,0.0006601716,0.027425729,0.00011790797,0.00036358403,0.000003501616,0.04132909,0.0034720313,0.00014402969,0.0011212014,0.9216458,0.0008482223],"about_ca_topic_score_codex":0.00012021258,"about_ca_topic_score_gemma":0.00011856156,"teacher_disagreement_score":0.106962875,"about_ca_system_score_codex":0.00072206516,"about_ca_system_score_gemma":0.0005207167,"threshold_uncertainty_score":0.99974465},"labels":[],"label_agreement":null},{"id":"W4286254413","doi":"10.14740/jmc3930","title":"Two Patients With Difficulty in Swallowing due to Dysphagia Lusoria","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Surgery","score_opus":0.029624951106151178,"score_gpt":0.3950243454732917,"score_spread":0.36539939436714053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286254413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896362,0.00007063944,0.00027505236,0.006066927,0.0017645408,0.00041752477,0.000006947581,0.000013374451,0.0017487855],"genre_scores_gemma":[0.995118,0.000009635032,0.00041960608,0.0036227542,0.00029171782,0.00004738882,0.0000075662515,0.000016058908,0.00046727216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620944,0.00048451,0.00071434834,0.00013685419,0.0020838263,0.0003710478],"domain_scores_gemma":[0.9985358,0.00052702444,0.00031495033,0.00012399777,0.00012003863,0.00037816563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019032424,0.00011513459,0.0003392085,0.00022439974,0.0003254352,0.000009423908,0.00036356726,0.000046096317,0.0043002944],"category_scores_gemma":[0.0006632465,0.00007914421,0.000055185406,0.00034742698,0.000018894767,0.00012504852,0.00038930538,0.0011077411,0.000020487754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013457526,0.0017060088,0.7247342,0.00015009767,0.00022816408,0.010597326,0.003523334,0.00040750133,0.000013088664,0.0016000045,0.24406558,0.011628952],"study_design_scores_gemma":[0.015964305,0.0024060886,0.7842808,0.00067750225,0.00013894608,0.000099276804,0.013276383,0.00014299131,0.0000038400367,0.00012063858,0.18256077,0.00032846],"about_ca_topic_score_codex":0.00015558652,"about_ca_topic_score_gemma":0.00021985608,"teacher_disagreement_score":0.061504822,"about_ca_system_score_codex":0.00038113465,"about_ca_system_score_gemma":0.00042342435,"threshold_uncertainty_score":0.9966099},"labels":[],"label_agreement":null},{"id":"W4286615477","doi":"10.1044/2022_ajslp-21-00342","title":"Impact of Dysphagia Rehabilitation in Adults on Swallowing Physiology Measured With Videofluoroscopy: A Mapping Review","year":2022,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute on Aging","keywords":"CINAHL; Swallowing; Rehabilitation; Dysphagia; Physical medicine and rehabilitation; MEDLINE; Psychological intervention; Physical therapy; Medicine; Systematic review; Surgery; Nursing","score_opus":0.03747998813456208,"score_gpt":0.4385245445182121,"score_spread":0.40104455638365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286615477","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022561,0.9736262,0.00004656594,0.00017161286,0.00046664072,0.0023009954,0.00003754735,0.00002504615,0.00076440006],"genre_scores_gemma":[0.0033178423,0.99155957,0.0040328293,0.00042630426,0.00018015935,0.0002643705,0.000063160944,0.00009790067,0.000057856138],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9905574,0.004912699,0.0026777,0.00053700927,0.0006010874,0.00071414566],"domain_scores_gemma":[0.9912021,0.0017819626,0.00596909,0.0006730202,0.00022268386,0.00015114954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036918195,0.00058383297,0.0046221386,0.0012127176,0.00012980062,0.0000040387085,0.000656495,0.00017846687,0.0010744177],"category_scores_gemma":[0.0010689307,0.00040574957,0.00083650777,0.0014759735,0.00026627292,0.000103933744,0.00020588296,0.0022830523,0.00002672158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042371062,0.0002756478,0.00086211745,0.029792454,0.0006743615,0.0010002217,0.00401153,0.0000073475544,0.0000832522,0.000019607663,0.00056637265,0.9622834],"study_design_scores_gemma":[0.0072828336,0.04088053,0.018530406,0.5688671,0.004584071,0.0009630215,0.031141192,0.000008513997,0.0000038344374,0.00008077324,0.32553372,0.0021240064],"about_ca_topic_score_codex":0.00028927941,"about_ca_topic_score_gemma":0.000048879898,"teacher_disagreement_score":0.96015936,"about_ca_system_score_codex":0.0011418123,"about_ca_system_score_gemma":0.001284168,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W4286817183","doi":"10.1111/jtxs.12712","title":"Acceptability of thickened and protein‐enhanced ice cream for use in long‐term care facilities","year":2022,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Ice cream; Flavor; Whey protein; Food science; Dysphagia; Sample (material); Medicine; Chemistry; Surgery; Chromatography","score_opus":0.06698931747781055,"score_gpt":0.43318501088960265,"score_spread":0.3661956934117921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286817183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99062467,0.005278034,0.00031855228,0.0008806401,0.0004933815,0.0015832883,0.000073479445,0.000009622181,0.00073834416],"genre_scores_gemma":[0.9962071,0.00031872484,0.0008034677,0.000107408065,0.00007434325,0.00026312182,0.0000035024657,0.000008899926,0.0022134264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983324,0.00031735335,0.00068442704,0.00014359383,0.00029632112,0.00022593819],"domain_scores_gemma":[0.9982976,0.0004510327,0.0005837429,0.00014599151,0.00048387356,0.00003778751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091161666,0.00012719171,0.00049513974,0.00013391614,0.00043191834,0.000007456786,0.0001515869,0.000044453718,0.00016583945],"category_scores_gemma":[0.000422934,0.00009520504,0.000095003794,0.00011658132,0.00008382528,0.0002293028,0.00037883504,0.00046244668,2.71716e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037439638,0.00092128274,0.58458,0.01742269,0.0018553768,0.000036326626,0.32542646,0.00013217988,0.0016003633,0.0016690749,0.0155790495,0.047033224],"study_design_scores_gemma":[0.0030258547,0.0011764874,0.5703717,0.00026140595,0.00013041284,0.0000012735438,0.41206038,0.0000047131443,0.00021935419,0.000994332,0.011591369,0.00016272008],"about_ca_topic_score_codex":0.000046764686,"about_ca_topic_score_gemma":0.0008318195,"teacher_disagreement_score":0.086633906,"about_ca_system_score_codex":0.00023481478,"about_ca_system_score_gemma":0.00013158462,"threshold_uncertainty_score":0.38823488},"labels":[],"label_agreement":null},{"id":"W4287928088","doi":"10.14639/0392-100x-n2022","title":"Italian validation of the Neck Dissection Impairment Index questionnaire","year":2022,"lang":"en","type":"article","venue":"Acta Otorhinolaryngologica Italica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Università degli Studi di Trieste","keywords":"Medicine; Otology; Neck dissection; Medical physics; Surgery; Internal medicine","score_opus":0.021473320086389344,"score_gpt":0.3286215902695298,"score_spread":0.30714827018314045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287928088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793181,0.000044657096,0.000077068704,0.0036061853,0.0015434503,0.0018833159,0.000030596668,0.00017968353,0.013316945],"genre_scores_gemma":[0.993416,0.000010484656,0.00004691763,0.0009251604,0.00010734921,0.0009821956,0.00006209639,0.000022858854,0.004426942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971429,0.00093653786,0.00057360245,0.00035235894,0.0005775722,0.00041702733],"domain_scores_gemma":[0.998569,0.00009388481,0.00053810823,0.00063405494,0.000090453905,0.000074496274],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000734966,0.0001922992,0.00024119529,0.00010917731,0.0017035021,0.000014480135,0.00059683115,0.000110043,0.0018863085],"category_scores_gemma":[0.00010697094,0.00013773917,0.00015579222,0.00050718867,0.00006930311,0.000232872,0.0009635587,0.0006210217,0.000031528045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114255155,0.00054777774,0.9476733,0.00013600194,0.0001242607,0.000005398642,0.0017214481,0.00010505502,0.0032256565,0.011503121,0.034564417,0.00027927902],"study_design_scores_gemma":[0.00065876497,0.0003602849,0.93495184,0.000049359973,0.000059505623,0.0000047295794,0.0019524501,0.00016154358,0.00025491093,0.0011863884,0.06016814,0.00019208118],"about_ca_topic_score_codex":0.00025979528,"about_ca_topic_score_gemma":0.000027191896,"teacher_disagreement_score":0.025603723,"about_ca_system_score_codex":0.00045278008,"about_ca_system_score_gemma":0.00012700645,"threshold_uncertainty_score":0.9995961},"labels":[],"label_agreement":null},{"id":"W4290996196","doi":"10.21926/obm.icm.2203036","title":"Speech-Language Pathology Management for Adults with COVID-19 in the Acute Hospital Setting: What Do We Know?","year":2022,"lang":"en","type":"article","venue":"OBM Integrative and Complementary Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CINAHL; MEDLINE; Medicine; Acute care; Systematic review; Empirical research; Speech-Language Pathology; English language; Family medicine; Psychology; Psychological intervention; Nursing; Health care; Physical therapy","score_opus":0.028555536246369573,"score_gpt":0.41299441771982254,"score_spread":0.38443888147345295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290996196","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3199734,0.016170176,0.014645976,0.6039724,0.0032096906,0.025773617,0.0007392299,0.00021414144,0.0153014185],"genre_scores_gemma":[0.8579327,0.016825886,0.005728979,0.094773956,0.00061688595,0.012608908,0.0030720083,0.00008095902,0.008359745],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99739933,0.0007034768,0.00048399722,0.00048149054,0.0004243463,0.000507349],"domain_scores_gemma":[0.9986381,0.0006420074,0.00023533624,0.0003241522,0.000047860667,0.00011254096],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00150259,0.00027312533,0.00036820132,0.00021364265,0.0009955764,0.000017884,0.00039177953,0.000027547492,0.0029344903],"category_scores_gemma":[0.000021804271,0.00015413924,0.000040107352,0.0003080748,0.0001599931,0.00017221097,0.00040182268,0.00053062814,0.000005397808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016254083,0.00052634225,0.011944357,0.0006737295,0.0007145296,0.0014338295,0.3965945,0.0000049114565,0.000027073562,0.05701752,0.3752537,0.1541841],"study_design_scores_gemma":[0.004969353,0.0020912115,0.001123653,0.0003248728,0.00015620327,0.000010005151,0.63068473,0.000065926346,0.0000016838408,0.0015031351,0.3589369,0.00013229901],"about_ca_topic_score_codex":0.00043814912,"about_ca_topic_score_gemma":0.0014210657,"teacher_disagreement_score":0.5379593,"about_ca_system_score_codex":0.00030565204,"about_ca_system_score_gemma":0.00007739225,"threshold_uncertainty_score":0.99797696},"labels":[],"label_agreement":null},{"id":"W4294125704","doi":"10.1044/2022_ajslp-22-00017","title":"Which Videofluoroscopy Parameters Are Susceptible to the Influence of Differences in Barium Product and Concentration?","year":2022,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Barium; Product (mathematics); Materials science; Chemistry; Mathematics; Metallurgy","score_opus":0.01731047237045451,"score_gpt":0.35136847143085426,"score_spread":0.33405799906039974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294125704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078655,0.00025483567,0.00015485786,0.007802728,0.00030674544,0.00050934474,0.000013064234,0.0000072529747,0.00016463766],"genre_scores_gemma":[0.9954714,0.00011113853,0.002666035,0.0015087383,0.00006353679,0.000053892523,0.000001858007,0.000010182411,0.000113196395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975573,0.0010237469,0.0006137894,0.00019467363,0.00029020687,0.0003203024],"domain_scores_gemma":[0.9982501,0.00037795614,0.0009097422,0.00022993337,0.00015333216,0.000078897225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001442909,0.000116910174,0.0004289501,0.00017478985,0.00020292001,0.000007970717,0.00033863212,0.000019194662,0.00014217576],"category_scores_gemma":[0.00039350978,0.00008408347,0.000031165982,0.00061045424,0.00017672042,0.00009640145,0.00024303807,0.00056233985,0.0000039706065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002485169,0.000106889805,0.9477154,0.00005634759,0.000053256063,0.00018577267,0.026077352,0.0008350948,0.017024666,0.00024857745,0.00069163356,0.0067565073],"study_design_scores_gemma":[0.00078048726,0.0020541882,0.87077445,0.00009238509,0.000051572013,0.000063225605,0.12489488,0.000028100721,0.0004895948,0.00008034143,0.0005496687,0.0001411077],"about_ca_topic_score_codex":0.00031139932,"about_ca_topic_score_gemma":0.000539513,"teacher_disagreement_score":0.09881753,"about_ca_system_score_codex":0.00008760064,"about_ca_system_score_gemma":0.00022944633,"threshold_uncertainty_score":0.34288245},"labels":[],"label_agreement":null},{"id":"W4294958867","doi":"10.1001/jamaoto.2022.2313","title":"Adhering to Eat and Exercise Status During Radiotherapy for Oropharyngeal Cancer for Prevention and Mitigation of Radiotherapy-Associated Dysphagia","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Medicine; Swallowing; Dysphagia; Feeding tube; Head and neck cancer; Radiation therapy; Chemoradiotherapy; Prospective cohort study; Cohort; Physical therapy; Cohort study; Retrospective cohort study; Internal medicine; Surgery","score_opus":0.028338913358564616,"score_gpt":0.363152015307192,"score_spread":0.33481310194862735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294958867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724014,0.004175655,0.0010326102,0.0011871661,0.001020676,0.0049710646,0.00024323189,0.000090908325,0.0000385755],"genre_scores_gemma":[0.9813789,0.0029990235,0.0029157696,0.0009701288,0.00021111318,0.008944927,0.0002463778,0.0001087605,0.002224973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728996,0.00039635008,0.00076511974,0.0005340699,0.00023334064,0.00078117696],"domain_scores_gemma":[0.99801564,0.00092275586,0.0005030461,0.0002305771,0.00014189658,0.00018609618],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001141936,0.00026321755,0.00082165864,0.00033868387,0.00095052284,0.00002230555,0.00011619958,0.0001736252,0.00029293777],"category_scores_gemma":[0.00012216927,0.0002876453,0.00014430255,0.0002909386,0.000052365907,0.00029522306,0.00014321183,0.00029511823,5.206648e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042043375,0.00036349252,0.9082058,0.0036339832,0.0007938519,0.000014588364,0.0045729163,0.00013424388,0.03528105,0.00031539737,0.0139073515,0.028572965],"study_design_scores_gemma":[0.0067521646,0.0006227174,0.97159404,0.0007505772,0.00022271145,0.0000041439557,0.0012229473,0.002670559,0.000968634,0.00023761553,0.014491332,0.0004625773],"about_ca_topic_score_codex":0.00028266464,"about_ca_topic_score_gemma":0.0001848763,"teacher_disagreement_score":0.0633882,"about_ca_system_score_codex":0.0005010656,"about_ca_system_score_gemma":0.00019698683,"threshold_uncertainty_score":0.99995756},"labels":[],"label_agreement":null},{"id":"W4295598329","doi":"10.21037/ccts-21-24","title":"Prehabilitation and enhanced recovery after thoracic surgery: a narrative review","year":2022,"lang":"en","type":"review","venue":"Current Challenges in Thoracic Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Narrative; Medicine; Narrative review; Anesthesia; General surgery; Physical therapy; Intensive care medicine; Art; Literature","score_opus":0.2930646866694117,"score_gpt":0.5227145758646354,"score_spread":0.22964988919522372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295598329","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009665938,0.9833915,0.000022065959,0.0005635393,0.007476475,0.0058258045,0.000080128964,0.00017917521,0.0023646196],"genre_scores_gemma":[0.000058367663,0.97639287,0.000048952985,0.00014057056,0.00041545404,0.02160494,0.0007091487,0.0001574482,0.0004722269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98297924,0.010393772,0.0030335789,0.0016348581,0.0008235276,0.0011350425],"domain_scores_gemma":[0.9776606,0.018876746,0.0019563513,0.0011348863,0.00013803731,0.000233407],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011367367,0.0010619212,0.0048045143,0.0013383538,0.00044733242,0.000029647254,0.00035648968,0.00046744358,0.002552421],"category_scores_gemma":[0.0022383842,0.0009498689,0.0010349869,0.0011524284,0.00012755161,0.000523949,0.0007989553,0.0024823933,0.000170231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061987615,0.00015833933,0.000035628087,0.29384956,0.0001311453,0.000019062192,0.001572979,6.36628e-8,6.906339e-9,0.00002739275,0.0061435644,0.69800025],"study_design_scores_gemma":[0.000028960712,0.000031064228,0.00005229234,0.20454788,0.0005664827,0.0000025086254,0.00218732,6.104361e-7,4.7110962e-8,0.00022672387,0.7916546,0.00070150517],"about_ca_topic_score_codex":0.0000062876034,"about_ca_topic_score_gemma":0.000052842086,"teacher_disagreement_score":0.785511,"about_ca_system_score_codex":0.001037837,"about_ca_system_score_gemma":0.0013381728,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W4296127452","doi":"10.1044/2022_ajslp-22-00014","title":"Bolus Texture Testing as a Clinical Method for Evaluating Food Oral Processing and Choking Risk: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Choking; Medicine; Bolus (digestion); Dysphagia; Mastication; Swallowing; Ingestion; Dentistry; Surgery; Internal medicine","score_opus":0.14856245241780675,"score_gpt":0.5435332372318659,"score_spread":0.3949707848140591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296127452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664888,0.00055054267,0.029772112,0.0005285844,0.0005875779,0.0014630419,0.00001716551,0.000049097882,0.00054309063],"genre_scores_gemma":[0.8009982,0.0000113065225,0.19690667,0.001287656,0.0004317985,0.0001514377,0.0000030017065,0.00004608431,0.0001638132],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9925165,0.004543694,0.0014018595,0.0004352998,0.0004944649,0.00060816103],"domain_scores_gemma":[0.9936545,0.0025314162,0.0030905565,0.00024142413,0.00031001127,0.00017211026],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014725479,0.0002368589,0.0008976664,0.00030163128,0.0013015076,0.00002879584,0.00036076512,0.000040886065,0.00012746544],"category_scores_gemma":[0.003304739,0.00020514107,0.000101300626,0.0005293041,0.00013100769,0.00013941704,0.00055124046,0.0018082028,0.0000027602034],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006956393,0.00050780847,0.15869763,0.000056748,0.0002005764,0.00042349804,0.012977363,0.000064916625,0.0007196737,0.00003052419,0.00016907975,0.82545656],"study_design_scores_gemma":[0.013760181,0.15097241,0.17871448,0.00024045435,0.0018903221,0.0014705168,0.6397705,0.009214045,0.000017950066,0.001410751,0.0018140725,0.00072431075],"about_ca_topic_score_codex":0.00021657166,"about_ca_topic_score_gemma":0.00007776334,"teacher_disagreement_score":0.82473224,"about_ca_system_score_codex":0.00015471668,"about_ca_system_score_gemma":0.0005192688,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W4297324014","doi":"10.3233/nre-228024","title":"Which screening tool should be used for identifying aspiration risk associated with dysphagia in acute stroke? A Cochrane Review summary with commentary","year":2022,"lang":"en","type":"review","venue":"Neurorehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Swallowing; Aspiration pneumonia; Intensive care medicine; Rehabilitation; Acute stroke; Physical therapy; Pneumonia; Cochrane Library; Pediatrics; Surgery; Meta-analysis; Internal medicine","score_opus":0.16373518557383457,"score_gpt":0.4700186064249838,"score_spread":0.30628342085114924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297324014","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004866841,0.9524127,0.005913703,0.003904892,0.00087298447,0.034070373,0.00159023,0.00036297136,0.00038541885],"genre_scores_gemma":[0.00004983711,0.96676075,0.003486594,0.0035137192,0.00008404192,0.014211381,0.011246984,0.0002188148,0.00042788222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906253,0.0043071858,0.0019797643,0.0010940342,0.0012142081,0.00077946123],"domain_scores_gemma":[0.98951197,0.007028196,0.0022563448,0.0007649624,0.00032947384,0.00010906837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048444723,0.0007327006,0.00221017,0.0005344185,0.000924078,0.00005255603,0.0004418339,0.00030163414,0.00035415505],"category_scores_gemma":[0.0013096405,0.00060200767,0.00030912049,0.0015858609,0.000056687815,0.00067574764,0.00024141581,0.002048141,0.000007747778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006848473,0.0011310084,0.016945437,0.3262019,0.0038451138,0.000062526604,0.0024319899,0.00020502984,0.000004632801,0.00045122777,0.078467645,0.56956863],"study_design_scores_gemma":[0.004282851,0.002522332,0.0052470057,0.10040294,0.009036114,0.0000018249536,0.00083072565,0.00040027458,1.5911674e-7,0.000043297583,0.87626463,0.0009678555],"about_ca_topic_score_codex":0.0002218419,"about_ca_topic_score_gemma":0.0030420052,"teacher_disagreement_score":0.79779696,"about_ca_system_score_codex":0.0010815013,"about_ca_system_score_gemma":0.0005194902,"threshold_uncertainty_score":0.99964315},"labels":[],"label_agreement":null},{"id":"W4298111017","doi":"10.1186/s12913-022-08554-6","title":"Exploring patient experiences with a telehealth approach for the PRO-ACTIVE trial intervention in head and neck cancer patients","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canada Research Chairs","keywords":"Telehealth; Medicine; Feeling; Qualitative research; Nursing; Session (web analytics); Intervention (counseling); Telemedicine; Nursing research; Thematic analysis; Health care; Medical education; Physical therapy; Psychology; Social psychology","score_opus":0.3031666367994837,"score_gpt":0.5282541179303857,"score_spread":0.225087481130902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298111017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812639,0.0005949503,0.00020063802,0.00057311676,0.00053377234,0.01649258,0.000034918226,0.00003186527,0.00027430747],"genre_scores_gemma":[0.88846,0.0002649113,0.00057284784,0.00055695605,0.00012490712,0.10976316,0.00006467846,0.000028186922,0.00016435342],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99460185,0.002065157,0.0006793682,0.0005400063,0.0010428149,0.001070802],"domain_scores_gemma":[0.99832815,0.00065685523,0.00032991666,0.00028179446,0.00022076696,0.00018249423],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034273937,0.00015775155,0.00029820626,0.00030109897,0.0029653565,0.000037810194,0.0003548502,0.000035843103,0.00010227286],"category_scores_gemma":[0.000020798541,0.00010728886,0.000037095087,0.000791502,0.000059157912,0.0003557741,0.0006442466,0.00083781657,0.0000016214955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06577713,0.0027479448,0.21058479,0.011311445,0.00008642927,0.0000013528983,0.5958643,0.00034112702,6.163844e-7,0.0005630474,0.00040409275,0.11231772],"study_design_scores_gemma":[0.027201338,0.0063789315,0.11902548,0.000424792,0.00000698363,1.3367246e-7,0.8258728,0.006583154,0.0000020510076,0.000027793902,0.014322583,0.00015399317],"about_ca_topic_score_codex":0.012903237,"about_ca_topic_score_gemma":0.0077748788,"teacher_disagreement_score":0.23000847,"about_ca_system_score_codex":0.0010247257,"about_ca_system_score_gemma":0.00086439936,"threshold_uncertainty_score":0.9983326},"labels":[],"label_agreement":null},{"id":"W4298520942","doi":"","title":"Improvements in tongue strength and pressure-generation precision following a tongue-pressure training protocol in older individuals with dysphagia: Three case reports","year":2008,"lang":"en","type":"article","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Dysphagia; Tongue; Protocol (science); Medicine; Physical medicine and rehabilitation; Audiology; Surgery; Pathology","score_opus":0.06406801074797971,"score_gpt":0.42004424234221843,"score_spread":0.35597623159423875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298520942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92895925,0.000106195694,0.0005603538,0.00028217505,0.00026284234,0.06631696,0.0000049418472,0.000091989714,0.003415276],"genre_scores_gemma":[0.9397377,0.0000059628806,0.0025197184,0.00014428326,0.000108896376,0.052708752,0.000028450928,0.000048116523,0.004698117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691933,0.00033276837,0.0008057189,0.0007099848,0.0005515171,0.0006806894],"domain_scores_gemma":[0.99871397,0.0001479915,0.0004344061,0.0004878329,0.00006790525,0.0001479095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014230828,0.00032582355,0.00046934414,0.00028808697,0.00048282678,0.00003810772,0.00010491727,0.00023113345,0.0001979162],"category_scores_gemma":[0.00012462266,0.00027431274,0.000040844523,0.00039170915,0.00003269514,0.0004964533,0.00024614693,0.00060849683,0.000003520002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024213259,0.0007986067,0.8337574,0.0008803989,0.0005091327,0.015106683,0.13036226,0.0011296791,0.0011288468,0.00022253186,0.004456627,0.011405721],"study_design_scores_gemma":[0.04595624,0.0019077254,0.76948756,0.004295436,0.0009406265,0.0009632909,0.07098769,0.02253009,0.0015425828,0.00051260745,0.0779826,0.0028935291],"about_ca_topic_score_codex":0.00207663,"about_ca_topic_score_gemma":0.007390464,"teacher_disagreement_score":0.07352597,"about_ca_system_score_codex":0.00009339812,"about_ca_system_score_gemma":0.0002774515,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W4299287687","doi":"10.1016/j.nmd.2022.09.010","title":"Quantitative vs qualitative muscle MRI: Imaging biomarker in patients with Oculopharyngeal Muscular Dystrophy (OPMD)","year":2022,"lang":"en","type":"article","venue":"Neuromuscular Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University; Children's Hospital of Eastern Ontario; Ottawa Hospital; Montreal Neurological Institute and Hospital; University of Ottawa","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Dysphagia; Pharyngeal muscles; Muscular dystrophy; Facioscapulohumeral muscular dystrophy; Muscle weakness; Biomarker; Myotonic dystrophy; Tongue; Internal medicine; Radiology; Swallowing; Physical medicine and rehabilitation; Pathology; Physical therapy","score_opus":0.020842925913312466,"score_gpt":0.35896059268630076,"score_spread":0.33811766677298827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299287687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850562,0.00017229593,0.0021164939,0.002501007,0.00084835076,0.0030176889,0.00008208861,0.00016876562,0.0060371077],"genre_scores_gemma":[0.99569744,0.000034379256,0.000899635,0.0015022854,0.000013478506,0.0010925295,0.00027996025,0.000107541215,0.00037274018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938777,0.0027459755,0.00062761735,0.0008250321,0.0010225123,0.0009011249],"domain_scores_gemma":[0.9985311,0.0003272214,0.000330181,0.00055371283,0.0001169868,0.00014082022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018295,0.0003883273,0.00046495898,0.000484268,0.0011232691,0.000025746549,0.00044014057,0.000050018538,0.0009957635],"category_scores_gemma":[0.000078603,0.00036586664,0.00016503892,0.0010276763,0.00013282061,0.0004085076,0.00056328264,0.0006981565,0.000084023224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032717362,0.003611518,0.8861969,0.0007646098,0.00081669964,0.00020821964,0.059240118,0.0026502619,0.00026207368,0.01321683,0.018061936,0.011699096],"study_design_scores_gemma":[0.007842418,0.0006369076,0.893503,0.000050601364,0.00009864529,1.4268875e-7,0.039277446,0.0017330516,4.5922252e-7,0.00068154885,0.055634715,0.000541082],"about_ca_topic_score_codex":0.00062212406,"about_ca_topic_score_gemma":0.00026136127,"teacher_disagreement_score":0.03757278,"about_ca_system_score_codex":0.00030920198,"about_ca_system_score_gemma":0.000154871,"threshold_uncertainty_score":0.99991745},"labels":[],"label_agreement":null},{"id":"W4304014286","doi":"10.1016/j.gie.2022.09.022","title":"Outpatient flexible endoscopic diverticulotomy for the management of Zenker’s diverticulum: a retrospective analysis of a large single-center cohort","year":2022,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Adverse effect; Retrospective cohort study; Surgery; Sedation; Dysphagia; Single Center; Cohort; Endoscopy; Vomiting; Endoscope; Internal medicine","score_opus":0.035212524450889016,"score_gpt":0.3553109197240791,"score_spread":0.32009839527319006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304014286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7726462,0.00015951175,0.19930139,0.0008940331,0.0013875026,0.011520679,0.0015153222,0.00021278382,0.01236259],"genre_scores_gemma":[0.97475296,0.0000149586795,0.019962203,0.00027353992,0.000033316985,0.0025903708,0.00017121548,0.00003284232,0.0021686014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996664,0.0003683525,0.0009199237,0.00047690293,0.00081699085,0.00075385417],"domain_scores_gemma":[0.9976972,0.0005685141,0.0007318046,0.00060928956,0.0002989488,0.0000942726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012063276,0.00025972555,0.00064158783,0.0003414253,0.0008685634,0.000010310917,0.0005411829,0.000025290561,0.0014949031],"category_scores_gemma":[0.00009271339,0.00020637954,0.00037595467,0.0011089019,0.000095986245,0.00008711303,0.0011997431,0.0003535268,0.000009380842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065133785,0.0013027363,0.9797117,0.0004112588,0.0036611143,0.000010809921,0.00092425296,0.00064856984,0.0009730973,0.008384908,0.00322276,0.000097426106],"study_design_scores_gemma":[0.0080875335,0.0027459098,0.9538286,0.00044293646,0.008172576,0.0000056138756,0.013164447,0.006215218,0.00023432418,0.0003009389,0.0065063993,0.00029550662],"about_ca_topic_score_codex":0.00019779825,"about_ca_topic_score_gemma":0.000056756766,"teacher_disagreement_score":0.20210676,"about_ca_system_score_codex":0.00055472594,"about_ca_system_score_gemma":0.00007114402,"threshold_uncertainty_score":0.99941784},"labels":[],"label_agreement":null},{"id":"W4308392014","doi":"10.21926/obm.geriatr.2204210","title":"Exploring Spousal Relationships Post-Stroke and the Association Between Relationship Congruence and Dysphagia-Related Caregiver Burden","year":2022,"lang":"en","type":"article","venue":"OBM Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"American Speech-Language-Hearing Association","keywords":"Dysphagia; Spouse; Stroke (engine); Affection; Swallowing; Psychology; Clinical psychology; Quality of life (healthcare); Medicine; Physical therapy; Social psychology; Psychotherapist","score_opus":0.08803895692870643,"score_gpt":0.3250072479882453,"score_spread":0.23696829105953887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308392014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97511905,0.0006006891,0.00013447915,0.0077687614,0.0012300398,0.0013606312,0.00010743468,0.00014542979,0.013533469],"genre_scores_gemma":[0.9702057,0.00018837114,0.00017713598,0.00016969319,0.00021642947,0.00042599216,0.000099392986,0.000027405324,0.028489845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966417,0.0015904203,0.0005349796,0.00032044304,0.0005113626,0.00040109118],"domain_scores_gemma":[0.99489594,0.0040962747,0.0004994748,0.00025472583,0.00015129492,0.000102265716],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036382927,0.00016277895,0.00025837717,0.0001935486,0.0034374956,0.00005101259,0.00017975557,0.00011990304,0.00020769183],"category_scores_gemma":[0.0010416689,0.0001426304,0.000048571,0.00046421407,0.00006226173,0.0004180727,0.0005066619,0.0013521868,0.000064012005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058307898,0.000010754751,0.9436941,0.000052990454,0.00017390304,0.0000048016295,0.015480377,0.00007183781,0.000017078675,0.037119403,0.0024437804,0.0008726424],"study_design_scores_gemma":[0.0033242668,0.00005735705,0.93222934,0.0000136476765,0.0005122588,0.0000013777924,0.020412663,0.00024641288,8.62248e-7,0.0018841956,0.0410893,0.00022834318],"about_ca_topic_score_codex":0.0005001979,"about_ca_topic_score_gemma":0.000046479887,"teacher_disagreement_score":0.03864552,"about_ca_system_score_codex":0.00049687404,"about_ca_system_score_gemma":0.00014529614,"threshold_uncertainty_score":0.9978599},"labels":[],"label_agreement":null},{"id":"W4308549272","doi":"10.1002/mds.29268","title":"Rehabilitating Cough Dysfunction in Parkinson's Disease: A Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Randomized controlled trial; Cough reflex; Physical therapy; Anesthesia; Airway; Internal medicine; Surgery","score_opus":0.014884802801376473,"score_gpt":0.33799111388825853,"score_spread":0.32310631108688204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308549272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82074755,0.0008184605,0.0025793402,0.03369588,0.008246817,0.062148042,0.00003072703,0.0003596287,0.07137355],"genre_scores_gemma":[0.920599,0.00013185268,0.00015727644,0.0081953965,0.00011120268,0.056657698,0.000081556944,0.00003708987,0.014028942],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99436605,0.0028898085,0.0010985666,0.00041533675,0.00068708876,0.00054316514],"domain_scores_gemma":[0.99750495,0.0016101943,0.00045199407,0.00030701628,0.00003265293,0.0000932048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051839044,0.00021420175,0.00088774884,0.0002523818,0.00087264116,0.000015403264,0.00018647587,0.000037262133,0.003988351],"category_scores_gemma":[0.00063357066,0.00018853137,0.0003122095,0.00033099783,0.00005387144,0.00012406918,0.00028840234,0.00045334696,0.000028132674],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94562644,0.0007743355,0.014868881,0.000098046694,0.00019411495,0.0000037979084,0.0016174649,0.0011316676,0.000004835068,0.013735566,0.02087243,0.0010724271],"study_design_scores_gemma":[0.90299493,0.00020375033,0.0025823668,0.000027250477,0.000120526434,1.376736e-9,0.009850849,0.004220515,5.295347e-8,0.0326363,0.04717677,0.00018669394],"about_ca_topic_score_codex":0.00049582974,"about_ca_topic_score_gemma":0.00039023263,"teacher_disagreement_score":0.09985144,"about_ca_system_score_codex":0.0005916272,"about_ca_system_score_gemma":0.00020382956,"threshold_uncertainty_score":0.99692214},"labels":[],"label_agreement":null},{"id":"W4309066446","doi":"10.1007/s00455-022-10538-x","title":"Cross-System Integration of Respiration and Deglutition: Function, Treatment, and Future Directions","year":2022,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; National Cancer Institute; National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Swallowing; Medicine; Respiration; Otorhinolaryngology; Function (biology); Intensive care medicine; Internal medicine; Surgery; Anatomy; Biology","score_opus":0.10131983615902393,"score_gpt":0.4451036100604821,"score_spread":0.3437837739014582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309066446","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059737493,0.97729117,0.00024205186,0.00006758432,0.0030035498,0.0023607765,0.00017252374,0.00016137195,0.016641222],"genre_scores_gemma":[0.00007093465,0.9876864,0.00012252158,0.000037269856,0.00072748965,0.0016880361,0.0008475729,0.000048420923,0.0087713525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973854,0.0007152845,0.0009429441,0.0004927399,0.00020132087,0.00026235517],"domain_scores_gemma":[0.9983428,0.00027955344,0.0008115679,0.00037066673,0.00010060293,0.00009482424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000472947,0.00036609668,0.00093990617,0.0003220935,0.0011606745,0.00004012786,0.000090632246,0.00031828304,0.0013448099],"category_scores_gemma":[0.000026040958,0.0002909625,0.00014197559,0.00044412512,0.00006481453,0.00023981796,0.00012966729,0.00043783637,0.000034928606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023916824,0.0000497254,0.00018617658,0.00899772,0.0003345211,0.000003494711,0.00039065827,1.4998929e-7,4.807721e-7,0.018776646,0.0013428795,0.96989363],"study_design_scores_gemma":[0.00051517814,0.00026036103,0.0007372058,0.001121518,0.0012983595,0.000009491342,0.0009487727,0.00001366792,1.3072385e-7,0.00003928566,0.9948555,0.00020052836],"about_ca_topic_score_codex":0.00016312543,"about_ca_topic_score_gemma":0.00014187589,"teacher_disagreement_score":0.99351263,"about_ca_system_score_codex":0.00058011763,"about_ca_system_score_gemma":0.00026795856,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W4309558027","doi":"10.1159/000528204","title":"Pharyngeal Residue Severity and Aspiration Risk in Stroke Patient Using Fiber-Optic Endoscopic Evaluation of Swallowing","year":2022,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Swallowing; Dysphagia; Rank correlation; Medicine; Pharynx; Residue (chemistry); Pyriform Sinus; Oropharyngeal dysphagia; Correlation; Positive correlation; Dentistry; Surgery; Internal medicine; Mathematics; Biology","score_opus":0.050483223753007844,"score_gpt":0.385148065938622,"score_spread":0.33466484218561415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309558027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099517,0.00054100767,0.00010612633,0.00032315712,0.0006282316,0.0016520652,0.00007251254,0.000041990195,0.005639732],"genre_scores_gemma":[0.99708503,0.000077071185,0.0019140365,0.00023726317,0.00007864386,0.0003325275,0.00005091814,0.000022819684,0.00020170146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99491096,0.0024761145,0.00073677994,0.00037563432,0.0010922111,0.00040832808],"domain_scores_gemma":[0.99864763,0.0003136838,0.000561524,0.0002671223,0.00012130234,0.00008874279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035003985,0.00017002314,0.0003159589,0.00037171945,0.00062930875,0.000010503603,0.00015067079,0.00008274887,0.0013054155],"category_scores_gemma":[0.00021141664,0.00017983286,0.000061644765,0.00044893022,0.000031343083,0.00021375643,0.0004882186,0.0007368345,0.000012547854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056730077,0.0014144861,0.89725614,0.0008615837,0.00047813647,0.000064419546,0.017110111,0.016460815,0.0014618365,0.0024106526,0.00878095,0.05313359],"study_design_scores_gemma":[0.012948062,0.0016437372,0.8313063,0.00021602018,0.0018284264,0.0000041167564,0.008884245,0.1269315,0.00017733438,0.0024785781,0.012879905,0.00070176553],"about_ca_topic_score_codex":0.0016258872,"about_ca_topic_score_gemma":0.00022566992,"teacher_disagreement_score":0.11047069,"about_ca_system_score_codex":0.000697591,"about_ca_system_score_gemma":0.00065180915,"threshold_uncertainty_score":0.9996075},"labels":[],"label_agreement":null},{"id":"W4310047323","doi":"10.1177/02692155221141395","title":"The role of oral and pharyngeal motor exercises in post-stroke recovery: A scoping review","year":2022,"lang":"en","type":"review","venue":"Clinical Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Toronto Rehabilitation Institute","keywords":"CINAHL; International Classification of Functioning, Disability and Health; Physical therapy; Swallowing; Medicine; Physical medicine and rehabilitation; Stroke (engine); MEDLINE; Intervention (counseling); Rehabilitation; Protocol (science); Psychological intervention; Alternative medicine; Surgery","score_opus":0.12200896611552622,"score_gpt":0.5411214980207217,"score_spread":0.4191125319051955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310047323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008172988,0.9883804,0.0000030098004,0.00039764744,0.0008056297,0.008590951,0.00006624276,0.000024853556,0.001649542],"genre_scores_gemma":[0.000004476484,0.9952111,0.00054427254,0.00026497475,0.00005443193,0.0028772752,0.000099257166,0.000032350374,0.0009118233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99200785,0.003995762,0.0028763427,0.00047487457,0.00032478612,0.00032037837],"domain_scores_gemma":[0.9720041,0.026047727,0.0012639569,0.00049727183,0.00010270187,0.0000842023],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008657939,0.00023666184,0.0018486233,0.00013444052,0.0002817954,0.000010510058,0.0003024081,0.00021149026,0.00038588504],"category_scores_gemma":[0.010904875,0.00016337875,0.00048423503,0.00027181426,0.00015120875,0.00013435693,0.00042454753,0.0009861706,0.000030978375],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003970797,0.00008078162,0.00047955144,0.09128277,0.000047440615,5.024718e-7,0.00006479274,2.8079516e-8,4.3614943e-8,0.00027306986,0.0004434902,0.90728784],"study_design_scores_gemma":[0.00029950833,0.0005982186,0.00056441774,0.14460336,0.0005029712,1.248481e-7,0.00051732786,0.0000035616908,3.9471635e-9,0.0005151043,0.8522659,0.00012949172],"about_ca_topic_score_codex":0.00008839935,"about_ca_topic_score_gemma":0.00018504498,"teacher_disagreement_score":0.9071583,"about_ca_system_score_codex":0.00023010047,"about_ca_system_score_gemma":0.0009745577,"threshold_uncertainty_score":0.9974267},"labels":[],"label_agreement":null},{"id":"W4310334736","doi":"10.1109/jbhi.2022.3224323","title":"Autonomous Swallow Segment Extraction Using Deep Learning in Neck-Sensor Vibratory Signals From Patients With Dysphagia","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Biomedical and Health Informatics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Swallowing; Dysphagia; Medicine; Gold standard (test); Convolutional neural network; Radiology; Artificial intelligence; Computer science","score_opus":0.03711469609487016,"score_gpt":0.36361718696857154,"score_spread":0.32650249087370137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310334736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97365195,0.0002680646,0.022306306,0.0014617009,0.0014573189,0.0006445301,0.000017126322,0.00002156029,0.00017146063],"genre_scores_gemma":[0.9696299,0.00032595085,0.02368508,0.005754756,0.00036106835,0.000029413766,0.0000564532,0.00002859497,0.00012880084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636054,0.0003309105,0.0018793634,0.000090957044,0.0008700344,0.0004681662],"domain_scores_gemma":[0.9973264,0.00018018845,0.0019212948,0.00009097085,0.00010999127,0.00037115114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019596978,0.00015558586,0.0004322887,0.00037147116,0.0007933822,0.000020300015,0.00013932213,0.00008423574,0.00043281165],"category_scores_gemma":[0.000027425518,0.00012072788,0.000038452774,0.00026464797,0.000049209848,0.00041350088,0.00010630036,0.0013695987,0.000006876949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001582966,0.0029259822,0.62918144,0.0038088704,0.0007803359,0.0001804177,0.07501269,0.021279113,0.0002354161,0.00016618469,0.013686218,0.25116035],"study_design_scores_gemma":[0.025445592,0.008955242,0.4459591,0.0017851478,0.00028705844,0.000039921957,0.08257193,0.15289208,0.00002681724,0.00036907065,0.28069517,0.0009728539],"about_ca_topic_score_codex":0.0001491137,"about_ca_topic_score_gemma":0.000017605329,"teacher_disagreement_score":0.26700896,"about_ca_system_score_codex":0.0008452701,"about_ca_system_score_gemma":0.0008134262,"threshold_uncertainty_score":0.61021346},"labels":[],"label_agreement":null},{"id":"W4313254893","doi":"10.1016/j.foodres.2022.112404","title":"Easy-to-swallow mooncake using 3D printing: Effect of oil and hydrocolloid addition","year":2022,"lang":"en","type":"article","venue":"Food Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"3D printing; Food science; Gum arabic; Arabic; Inkwell; Texture (cosmology); Nozzle; Process engineering; Computer science; Materials science; Chemistry; Composite material; Mechanical engineering; Artificial intelligence; Engineering","score_opus":0.11746369575335214,"score_gpt":0.4954946155759902,"score_spread":0.3780309198226381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313254893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037408,0.00002888871,0.0002592235,0.0017366387,0.0010114564,0.00074889895,0.00011985633,0.000041824394,0.09231237],"genre_scores_gemma":[0.97878325,0.000012082446,0.0007566814,0.00012585698,0.00023137,0.00088304793,0.000068838126,0.000019936919,0.019118955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968616,0.00092785235,0.00030599633,0.0002678067,0.0012523073,0.00038445464],"domain_scores_gemma":[0.998805,0.0005831337,0.00011228745,0.00016370733,0.00022473787,0.00011116788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032032977,0.00009025516,0.00014849153,0.00048742432,0.0007572646,0.000019773663,0.0003310607,0.000037831778,0.0032856418],"category_scores_gemma":[0.00038162884,0.00008603458,0.000040475446,0.0003207582,0.000046213783,0.00011000905,0.0013917414,0.0006285144,0.000046403933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065375487,0.0023168197,0.21720524,0.004733403,0.0038115191,0.00014657236,0.011820986,0.0066437153,0.1259186,0.1262258,0.20065172,0.29398805],"study_design_scores_gemma":[0.004374315,0.0032160624,0.014217595,0.0003718899,0.000039094793,0.0000052433074,0.0017969516,0.023489641,0.0015890538,0.0009273537,0.94966274,0.00031006493],"about_ca_topic_score_codex":0.00010082475,"about_ca_topic_score_gemma":0.000023918197,"teacher_disagreement_score":0.74901104,"about_ca_system_score_codex":0.00042834913,"about_ca_system_score_gemma":0.00016676015,"threshold_uncertainty_score":0.99762547},"labels":[],"label_agreement":null},{"id":"W4313681225","doi":"10.1016/j.foodres.2023.112469","title":"Feasibility of hydrocolloid addition for 3D printing of Qingtuan with red bean filling as a dysphagia food","year":2023,"lang":"en","type":"article","venue":"Food Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dysphagia; Starch; Food science; Materials science; Retrogradation (starch); Nozzle; 3d printed; Composite material; Biomedical engineering; Chemistry; Medicine; Surgery; Mechanical engineering; Engineering","score_opus":0.2456427341722327,"score_gpt":0.523514241023703,"score_spread":0.27787150685147033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313681225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93139505,0.000019401443,0.0052471235,0.0031303356,0.0007332238,0.0054139215,0.0005369569,0.00015137819,0.053372603],"genre_scores_gemma":[0.98893595,0.000015067936,0.00544986,0.00003248537,0.00018999242,0.00092904014,0.00032348192,0.000027172036,0.004096934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971871,0.0002737403,0.00057431834,0.0003363818,0.0011310545,0.00049741205],"domain_scores_gemma":[0.99711883,0.001034642,0.00030543367,0.00027105675,0.001180766,0.000089249676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003328474,0.00010912977,0.00021385863,0.00049953116,0.00034583008,0.000014536942,0.00039282496,0.00008825141,0.00068678695],"category_scores_gemma":[0.0012463427,0.00009551273,0.000075099975,0.0005499541,0.00010047339,0.0001743846,0.0003578139,0.0004057512,0.000035747493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010549798,0.003501396,0.2678783,0.011287435,0.007571285,0.000029396151,0.017476957,0.0017010628,0.047992483,0.4241022,0.17658733,0.03132236],"study_design_scores_gemma":[0.038509913,0.02851172,0.30267584,0.00889171,0.00031605433,0.000007291497,0.04028053,0.090923406,0.037405595,0.13075386,0.31991965,0.0018044246],"about_ca_topic_score_codex":0.000057462963,"about_ca_topic_score_gemma":0.00014708262,"teacher_disagreement_score":0.29334834,"about_ca_system_score_codex":0.00022841753,"about_ca_system_score_gemma":0.00035767228,"threshold_uncertainty_score":0.7519835},"labels":[],"label_agreement":null},{"id":"W4315630767","doi":"10.1044/2022_ajslp-22-00196","title":"Temporal Trends in Clinician-Assessed and Patient-Reported Swallowing Outcomes in Oropharyngeal Cancer Patients","year":2023,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Quality of life (healthcare); Physical therapy; Head and neck cancer; Nice; Cancer; Internal medicine; Surgery","score_opus":0.031214764708328128,"score_gpt":0.4289475387961279,"score_spread":0.3977327740877998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315630767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630713,0.000124555,0.000010793115,0.0012642759,0.0010854985,0.00027877904,0.000013340075,0.000032291326,0.00088334543],"genre_scores_gemma":[0.9972759,0.00018932101,0.00069870555,0.0012125779,0.00009194932,0.000038099366,0.000023512874,0.000034597353,0.00043537162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659836,0.00062378816,0.001501112,0.0003015751,0.00033822877,0.00063690747],"domain_scores_gemma":[0.99792063,0.00033535276,0.001295261,0.00020055177,0.00010812468,0.00014006466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010207593,0.00022479564,0.00094427954,0.0013175858,0.00009074275,0.000009787763,0.00019884185,0.000102299346,0.00022152299],"category_scores_gemma":[0.0002065533,0.00018763209,0.00010232874,0.0011559067,0.00012971512,0.00021608868,0.00019170514,0.00075851165,0.000015819076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011359105,0.00016545772,0.8128793,0.000016979333,0.000057405432,0.0032633343,0.008134124,0.0000070628653,0.00031160997,0.0000067386113,0.00041764384,0.17462671],"study_design_scores_gemma":[0.0030486411,0.00072577776,0.9645461,0.00011918029,0.00004569206,0.000009119157,0.030971795,0.00003849757,0.000018979357,0.00003499538,0.00026740463,0.00017381353],"about_ca_topic_score_codex":0.0016320464,"about_ca_topic_score_gemma":0.0016120189,"teacher_disagreement_score":0.1744529,"about_ca_system_score_codex":0.00020080223,"about_ca_system_score_gemma":0.00015358636,"threshold_uncertainty_score":0.7651414},"labels":[],"label_agreement":null},{"id":"W4316927191","doi":"10.1055/s-0042-1759612","title":"Cognitive Profile in Patients Admitted to Intensive Rehabilitation after Stroke Is Associated with the Recovery of Dysphagia: Preliminary Results from the RIPS (Intensive Post-Stroke Rehabilitation) Study","year":2023,"lang":"en","type":"article","venue":"Seminars in Speech and Language","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Rehabilitation; Stroke (engine); Medicine; Cognition; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Surgery","score_opus":0.010718125821333973,"score_gpt":0.3158782323544581,"score_spread":0.30516010653312414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316927191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986127,0.00009441003,0.0000022352688,0.0050056973,0.00019642289,0.0058615142,0.0021848048,0.000043627766,0.0004842929],"genre_scores_gemma":[0.99165344,0.0000144067835,0.0002361036,0.0026104602,0.000026477168,0.0008688309,0.0005201822,0.000028685456,0.0040414073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968676,0.0010550371,0.00066976994,0.00050608226,0.00047464136,0.00042689932],"domain_scores_gemma":[0.98997223,0.008072902,0.0003337715,0.00038926085,0.0011662387,0.00006556652],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015981471,0.00022670554,0.0003781551,0.0002650549,0.00016912994,0.000016001799,0.00018423965,0.00012558271,0.00009587484],"category_scores_gemma":[0.009880642,0.00014256872,0.00005212969,0.0007558616,0.00012792008,0.00017406151,0.00030538015,0.00055484934,0.000044208038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009167296,0.00034978293,0.67313784,0.00004391517,0.0001857355,0.00007135051,0.29569143,0.0000034131863,0.00006703933,0.0000026228695,0.016149007,0.005130544],"study_design_scores_gemma":[0.0026826656,0.0032443542,0.5788238,0.00069717993,0.00006306499,7.536605e-8,0.4142841,0.00002092776,0.00003088918,0.000019010262,0.000037833062,0.00009609143],"about_ca_topic_score_codex":0.0015965718,"about_ca_topic_score_gemma":0.005398517,"teacher_disagreement_score":0.11859267,"about_ca_system_score_codex":0.00017358178,"about_ca_system_score_gemma":0.000092632195,"threshold_uncertainty_score":0.9984596},"labels":[],"label_agreement":null},{"id":"W4317556146","doi":"10.1007/s00455-022-10551-0","title":"A Case of Progressive Ataxia, Dysphagia, and Dysarthria Caused by a Rare Disease, and Treatment with Lingual Resistance Training","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Agriculture and Agri-Food Canada; University Health Network","funders":"","keywords":"Dysarthria; Medicine; Dysphagia; Otorhinolaryngology; Ataxia; Rare disease; Resistance training; Audiology; Swallowing; Disease; Physical therapy; Pediatrics; Internal medicine; Surgery; Psychiatry","score_opus":0.04588275901695446,"score_gpt":0.370501389538541,"score_spread":0.32461863052158657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317556146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897962,0.004210227,0.00006911083,0.00079047953,0.00022512881,0.00245664,0.00042721798,0.00028323906,0.0017417576],"genre_scores_gemma":[0.979759,0.00046379978,0.00059936685,0.00020107553,0.000093418625,0.00079686195,0.00021073807,0.0000696528,0.017806135],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753547,0.00025097566,0.0005350445,0.00063858036,0.00030058285,0.00073934544],"domain_scores_gemma":[0.99827844,0.0003885225,0.00037247577,0.0004148761,0.00012978191,0.00041590238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038122208,0.00036748918,0.0005316745,0.000171268,0.0006491844,0.000034926594,0.000107063686,0.00011905925,0.00014749223],"category_scores_gemma":[0.0000707083,0.0002901773,0.000041382893,0.00047405105,0.00022952684,0.0002135038,0.00015400069,0.00024344985,0.000025780146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074740225,0.0016299019,0.34534273,0.008000876,0.008123561,0.08229305,0.20078708,0.000032178385,0.0019335827,0.016562527,0.15912111,0.16869938],"study_design_scores_gemma":[0.08665656,0.009054203,0.22905734,0.007820088,0.0070402357,0.00045092418,0.18821287,0.0045090425,0.0012969974,0.0039958623,0.4557159,0.0061899927],"about_ca_topic_score_codex":0.00013241715,"about_ca_topic_score_gemma":0.00079298916,"teacher_disagreement_score":0.29659477,"about_ca_system_score_codex":0.000100528116,"about_ca_system_score_gemma":0.00031581364,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W4318692599","doi":"10.1044/2022_jslhr-22-00413","title":"Quantifying Pharyngeal Residue Across the Adult Life Span: Normative Values by Age, Gender, and Swallow Task","year":2023,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of South Carolina; Northwestern University; National Center for Advancing Translational Sciences; Fondation Pour l'Audition; National Institute on Deafness and Other Communication Disorders; American Speech-Language-Hearing Foundation; U.S. Department of Veterans Affairs","keywords":"Residue (chemistry); Swallowing; Normative; Animal science; Psychology; Audiology; Medicine; Chemistry; Surgery; Biology; Biochemistry","score_opus":0.2059255664003143,"score_gpt":0.5244322599620166,"score_spread":0.31850669356170225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318692599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891878,0.0021500161,0.000043630964,0.0044565364,0.00022504639,0.0004641916,0.000013195989,0.00003565403,0.0034239604],"genre_scores_gemma":[0.9873571,0.0040309965,0.00033161783,0.0005210328,0.0005957859,0.00001788556,0.000008752826,0.000026752869,0.007110095],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99692374,0.00065748097,0.00051983364,0.0001986565,0.0009213719,0.0007789208],"domain_scores_gemma":[0.9978766,0.0011535661,0.000199008,0.00019531239,0.0003227278,0.00025277253],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070144967,0.00013410138,0.0003037859,0.00023675221,0.0015158333,0.00016370208,0.0002854378,0.00010632617,0.000084908985],"category_scores_gemma":[0.0006270681,0.0000870596,0.000053401363,0.00044359406,0.00015968963,0.0003297348,0.0006291883,0.0016637964,0.000060242],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067875156,0.0001664713,0.1695934,0.0023935435,0.0007758509,0.0024734752,0.3497064,0.000010490768,0.018614484,0.0016618139,0.39426976,0.05965555],"study_design_scores_gemma":[0.003563693,0.00050096016,0.41491544,0.0009322012,0.000077639495,0.000045043766,0.5592791,0.00065063656,0.001155097,0.0013142433,0.017234216,0.00033175244],"about_ca_topic_score_codex":0.00083386304,"about_ca_topic_score_gemma":0.00024593083,"teacher_disagreement_score":0.37703556,"about_ca_system_score_codex":0.000093417,"about_ca_system_score_gemma":0.00020120881,"threshold_uncertainty_score":0.99978405},"labels":[],"label_agreement":null},{"id":"W4318754876","doi":"10.1111/1460-6984.12856","title":"Caregiver burden interventions in speech–language pathology: A systematic review","year":2023,"lang":"en","type":"review","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Caregiver burden; Psychological intervention; Intervention (counseling); Dementia; Multidisciplinary approach; Psychology; Medicine; Systematic review; Gerontology; MEDLINE; Clinical psychology; Psychiatry; Disease; Pathology","score_opus":0.09772755574659676,"score_gpt":0.5217698589044196,"score_spread":0.4240423031578229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318754876","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001717887,0.9912228,0.00012629597,0.0014148155,0.0009653417,0.0027166442,0.000059485716,0.00005845855,0.0034189615],"genre_scores_gemma":[0.00014164086,0.99367255,0.00027935722,0.0003634372,0.00014238206,0.0005105345,0.0003872096,0.00007399761,0.004428897],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9926208,0.0028395124,0.0032809703,0.00023477303,0.0007143119,0.00030961656],"domain_scores_gemma":[0.9933211,0.0012183773,0.003999164,0.0009852413,0.0003933,0.00008278523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034056224,0.00035377435,0.0020566394,0.0011338488,0.00011880708,0.00004079634,0.0028065725,0.00023766415,0.00057681627],"category_scores_gemma":[0.0013931138,0.00028438584,0.0010646586,0.0005441341,0.00006767572,0.00026545528,0.0008128813,0.0015200389,0.00043907258],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009803941,0.00020966373,0.000018497827,0.83282334,0.001934834,0.00044139853,0.013781897,0.0000030030667,2.2634953e-7,0.00078117684,0.007932518,0.14206362],"study_design_scores_gemma":[0.0006222939,0.000031344105,0.000011104632,0.8517066,0.0020420249,0.00004175348,0.01902953,0.000006311808,1.6347773e-8,0.000121958496,0.12613805,0.00024898973],"about_ca_topic_score_codex":0.00029887006,"about_ca_topic_score_gemma":0.0013588251,"teacher_disagreement_score":0.14181463,"about_ca_system_score_codex":0.00073297654,"about_ca_system_score_gemma":0.0003603197,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W4318982866","doi":"10.1002/lio2.1019","title":"Differences in pharyngeal swallow event timing: Healthy aging, Parkinson disease, and amyotrophic lateral sclerosis","year":2023,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Amyotrophic lateral sclerosis; Medicine; Disease; Parkinson's disease; Neuroscience; Physical medicine and rehabilitation; Psychology; Pathology","score_opus":0.0976714152029415,"score_gpt":0.36747631324069274,"score_spread":0.26980489803775126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318982866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801513,0.0006597118,0.000035121197,0.014370338,0.000870311,0.0020003743,0.000044569733,0.00038076527,0.001487508],"genre_scores_gemma":[0.986469,0.0015845614,0.00039065577,0.0070801824,0.00022157375,0.0012698392,0.00018561751,0.000071233175,0.0027273803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947256,0.0015956601,0.00089855684,0.000982252,0.00039503485,0.0014029015],"domain_scores_gemma":[0.9979859,0.00051434094,0.00035872016,0.00040017377,0.00007950522,0.0006613777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010089165,0.0004804593,0.000794623,0.00064787024,0.00071288587,0.00003891042,0.00039446738,0.00025246633,0.00040075442],"category_scores_gemma":[0.00019660535,0.00044343405,0.000086220556,0.0009893981,0.0005668395,0.00042329635,0.0007121529,0.0010073049,0.00052010367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013109257,0.00010968416,0.9847651,0.00048556738,0.0001138826,0.00015729108,0.002505124,0.0000072052185,0.00097536505,0.00484363,0.005658404,0.00024761292],"study_design_scores_gemma":[0.0019733473,0.00028837618,0.97901565,0.00057101913,0.00006601233,9.711433e-7,0.00041445633,0.00226011,0.000043032458,0.0042511825,0.010710852,0.00040501746],"about_ca_topic_score_codex":0.0007270396,"about_ca_topic_score_gemma":0.0010022001,"teacher_disagreement_score":0.0072901556,"about_ca_system_score_codex":0.00021896316,"about_ca_system_score_gemma":0.00037082634,"threshold_uncertainty_score":0.99980175},"labels":[],"label_agreement":null},{"id":"W4319073241","doi":"10.1093/ageing/afac276","title":"New horizons in understanding oral health and swallowing function within the context of frailty","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute of Dental and Craniofacial Research; National Institute on Aging","keywords":"Swallowing; Dysphagia; Medicine; Context (archaeology); Sarcopenia; Gerontology; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.15333178544385165,"score_gpt":0.4067015537877451,"score_spread":0.25336976834389346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319073241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760471,0.0004446479,0.012577444,0.0052029737,0.00065708614,0.0007480154,0.0000018073848,0.00009407922,0.0042268443],"genre_scores_gemma":[0.99701226,0.0001803109,0.00010618402,0.0010541093,0.00004600169,0.00001079833,0.000007674124,0.000008867712,0.0015738205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999125,0.00015389326,0.00025734125,0.00013532386,0.000103461054,0.00022499243],"domain_scores_gemma":[0.9995114,0.00022109538,0.000106818065,0.000087368106,0.000006213664,0.0000670878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081103324,0.0000716947,0.00015691997,0.000094080584,0.0004219845,0.000014846688,0.000043202464,0.000038781523,0.000016830654],"category_scores_gemma":[0.00003809077,0.00005193467,0.000015929047,0.00024977405,0.000022519198,0.000121717625,0.00011032572,0.00022031923,0.000005219004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020699773,0.000047451584,0.15829545,0.0013968113,0.00027922192,0.0007678624,0.12148211,0.00004618644,0.0013728188,0.49149477,0.050101217,0.1745091],"study_design_scores_gemma":[0.003474823,0.00041591746,0.5318107,0.0014135509,0.00006513169,6.4428997e-7,0.40125135,0.0017971827,0.0000083376135,0.041941542,0.017541388,0.00027944412],"about_ca_topic_score_codex":0.0016862636,"about_ca_topic_score_gemma":0.0040056934,"teacher_disagreement_score":0.44955325,"about_ca_system_score_codex":0.00006090277,"about_ca_system_score_gemma":0.000083491075,"threshold_uncertainty_score":0.32456064},"labels":[],"label_agreement":null},{"id":"W4320484842","doi":"10.1044/2022_jslhr-22-00465","title":"The Influence of Sex, Age, and Repeated Measurement on Pixel-Based Measures of Pharyngeal Area at Rest","year":2023,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network; St. Michael's Hospital","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Dysphagia; Swallowing; Repeated measures design; Analysis of variance; Demography; Medicine; Audiology; Psychology; Gerontology; Surgery; Internal medicine; Statistics","score_opus":0.2556854595415244,"score_gpt":0.4753813675979037,"score_spread":0.21969590805637934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320484842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551004,0.00067286036,0.000004456482,0.0012343827,0.000065760985,0.0003858143,0.0000030316828,0.000012394733,0.0021112296],"genre_scores_gemma":[0.9967625,0.0010487798,0.000081397906,0.000055825654,0.000081653096,0.000009987451,0.0000014015471,0.000013500242,0.0019449292],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99686223,0.0005017751,0.00058173796,0.00014677685,0.0015089795,0.00039852253],"domain_scores_gemma":[0.99775505,0.00091572205,0.00027675545,0.0002530719,0.0006691129,0.00013027656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010098112,0.000094985604,0.00028196623,0.0003825082,0.0005418324,0.000023125347,0.00020501243,0.00006929056,0.000024416913],"category_scores_gemma":[0.0007413928,0.000060601244,0.00004589012,0.0003890652,0.00017046407,0.00007370472,0.00025307797,0.00069842936,0.000005435757],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034203425,0.00033712987,0.2198163,0.0027752058,0.000663194,0.0014994103,0.019213011,0.00051648304,0.6467942,0.00066608185,0.015881842,0.0884168],"study_design_scores_gemma":[0.0029219433,0.001217222,0.9540118,0.0023370828,0.00006207978,0.000008615599,0.015196265,0.00019300736,0.012969878,0.00032743823,0.010603638,0.00015104882],"about_ca_topic_score_codex":0.00032392886,"about_ca_topic_score_gemma":0.00033715813,"teacher_disagreement_score":0.7341955,"about_ca_system_score_codex":0.00014402598,"about_ca_system_score_gemma":0.00021798171,"threshold_uncertainty_score":0.41673917},"labels":[],"label_agreement":null},{"id":"W4321380704","doi":"10.1109/jtehm.2023.3246919","title":"Non-Invasive Sensor-Based Estimation of Anterior-Posterior Upper Esophageal Sphincter Opening Maximal Distension","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh; National Institutes of Health; National Science Foundation","keywords":"Distension; Swallowing; Dysphagia; Medicine; Kinematics; Physical medicine and rehabilitation; Cardiology; Internal medicine; Surgery","score_opus":0.03324379329983101,"score_gpt":0.36794876960505923,"score_spread":0.3347049763052282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321380704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670274,0.0004171735,0.020789705,0.010092258,0.00108188,0.0005144436,0.0000069624807,0.000021805108,0.00004835865],"genre_scores_gemma":[0.9942654,0.00023167895,0.0045676683,0.00055885455,0.00025468695,0.000009799028,0.000023686493,0.000018010289,0.000070251626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99801195,0.000067657114,0.0011476743,0.00011593802,0.0003719434,0.00028482423],"domain_scores_gemma":[0.99874413,0.00045767467,0.0004043718,0.00007471009,0.00012300587,0.00019609659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012975795,0.00013155225,0.00045347412,0.0004500599,0.000093884155,0.0000032267542,0.00007025196,0.00006654394,0.000039311693],"category_scores_gemma":[0.0001168559,0.000105603176,0.000047502395,0.00027235085,0.00003172779,0.0001575596,0.000010505907,0.00033691837,0.0000027251644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002690406,0.00020060541,0.29542607,0.021872941,0.00026514562,0.00043092459,0.019433882,0.6149863,0.015361778,0.0006770269,0.0033479338,0.025306996],"study_design_scores_gemma":[0.010349398,0.0013649696,0.67309207,0.011623372,0.00006117377,0.00003213385,0.0010837417,0.30110118,0.00015578193,0.00010495812,0.0008293593,0.00020183774],"about_ca_topic_score_codex":0.00005647327,"about_ca_topic_score_gemma":0.0000064431547,"teacher_disagreement_score":0.37766603,"about_ca_system_score_codex":0.000064076565,"about_ca_system_score_gemma":0.0003368574,"threshold_uncertainty_score":0.43063724},"labels":[],"label_agreement":null},{"id":"W4321480455","doi":"10.1044/2022_ajslp-22-00298","title":"Using Reference Values to Identify Profiles of Swallowing Impairment in a Case Series of Individuals With Traumatic Spinal Cord Injury","year":2023,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; St. Michael's Hospital","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health","keywords":"Swallowing; Medicine; Cohort; Dysphagia; Population; Spinal cord injury; Physical medicine and rehabilitation; Physical therapy; Surgery; Spinal cord; Pathology","score_opus":0.07985291863977537,"score_gpt":0.47417466509289635,"score_spread":0.394321746453121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321480455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809325,0.000065422035,0.00054296927,0.0003039672,0.00017936784,0.00060070126,0.000027984275,0.000019998379,0.00016633033],"genre_scores_gemma":[0.9651023,0.000041939482,0.034525074,0.00012467845,0.000055793535,0.000024296838,0.00000415634,0.00002449864,0.00009726224],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971028,0.0006511105,0.0011993174,0.0002004968,0.00039507714,0.0004511846],"domain_scores_gemma":[0.997853,0.00016222768,0.0014293381,0.00025101224,0.00019007073,0.00011435645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020178903,0.00018565929,0.00081211166,0.00094003906,0.00009446645,0.000007328898,0.00026049415,0.000058722297,0.00009188527],"category_scores_gemma":[0.00014199938,0.00014731096,0.00007235765,0.0010341674,0.00023028119,0.00020558882,0.00020019262,0.00041609904,0.000009339452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004912031,0.0006235169,0.5932183,0.0019007019,0.0006568412,0.041898526,0.098782256,0.00027057994,0.10958711,0.000460788,0.00042980944,0.14725952],"study_design_scores_gemma":[0.002184259,0.020622894,0.38577148,0.0034820929,0.00036739983,0.003378796,0.5784413,0.00004904129,0.004859064,0.0003277655,0.000078368146,0.0004375235],"about_ca_topic_score_codex":0.0005114267,"about_ca_topic_score_gemma":0.00015685247,"teacher_disagreement_score":0.47965905,"about_ca_system_score_codex":0.000118990436,"about_ca_system_score_gemma":0.00026588203,"threshold_uncertainty_score":0.60071665},"labels":[],"label_agreement":null},{"id":"W4323348445","doi":"10.1186/s40463-022-00617-2","title":"In-hospital mortality for aspiration pneumonia in a tertiary teaching hospital: A retrospective cohort review from 2008 to 2018","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Retrospective cohort study; Medicine; Aspiration pneumonia; Cohort; Pneumonia; General surgery; Teaching hospital; Intensive care medicine; Emergency medicine; Surgery; Internal medicine","score_opus":0.03281280365314758,"score_gpt":0.3784712742018041,"score_spread":0.3456584705486565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323348445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98099107,0.0014056239,0.000066473585,0.013412432,0.0021510243,0.0017434718,0.000018104642,0.000026679432,0.00018513571],"genre_scores_gemma":[0.9900577,0.004166773,0.0002813664,0.004523134,0.00039326347,0.00031984222,0.000040846822,0.000029680667,0.00018735963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971556,0.0004979228,0.0012955936,0.0003154338,0.00024511176,0.00049032416],"domain_scores_gemma":[0.998146,0.00079930417,0.00059125305,0.000198236,0.00011992671,0.00014529306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003776639,0.0001880329,0.00091071596,0.0004761465,0.0001899016,0.000011705884,0.00012527559,0.0001722467,0.00006157052],"category_scores_gemma":[0.0008365203,0.00016575659,0.0001521779,0.00033402772,0.000030540723,0.0005049832,0.00011871856,0.0007440003,0.000031317322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005187119,0.00018077236,0.90993714,0.00037175303,0.00009781748,0.00020879277,0.0005378454,9.572451e-7,0.00009312334,0.00008446449,0.088159665,0.00027576738],"study_design_scores_gemma":[0.0005799128,0.00037339109,0.98705375,0.0025926044,0.00007017236,0.0000024039998,0.00010250584,0.000050349994,0.0000028296133,0.0008212309,0.008185268,0.00016559214],"about_ca_topic_score_codex":0.0005070043,"about_ca_topic_score_gemma":0.00043100485,"teacher_disagreement_score":0.0799744,"about_ca_system_score_codex":0.0002463126,"about_ca_system_score_gemma":0.00020039546,"threshold_uncertainty_score":0.67593575},"labels":[],"label_agreement":null},{"id":"W4323350966","doi":"10.1093/jcag/gwac036.124","title":"A124 PERORAL ENDOSCOPIC MYOTOMY IS THE PREFERRED TREATMENT FOR PATIENTS WITH SYMPTOMATIC ZENKER’S DIVERTICULUM","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Myotomy; Dysphagia; Zenker's diverticulum; Surgery; Achalasia; Retrospective cohort study; Diverticulum (mollusc); Medical record; Heartburn; Demographics; Cohort; Esophagus; Internal medicine; Reflux","score_opus":0.02351474150732213,"score_gpt":0.31431231265007864,"score_spread":0.2907975711427565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323350966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96468467,0.0000025482298,0.00003800383,0.032645192,0.001142445,0.0011864706,0.0000836595,0.00000842024,0.00020862385],"genre_scores_gemma":[0.9937025,0.0000078373705,0.00008109452,0.0021857265,0.00009381196,0.00007865901,0.000013672669,0.000014133773,0.003822566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981369,0.0004498619,0.00051527884,0.000093076,0.00032194005,0.0004829469],"domain_scores_gemma":[0.9978862,0.00024164787,0.001179584,0.0001811546,0.00038777126,0.00012367849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006668546,0.00011576867,0.00029518743,0.00016839475,0.0004797684,0.000013016451,0.00029620825,0.000078334044,0.0000816537],"category_scores_gemma":[0.00015050347,0.00006135383,0.00014461017,0.00014119802,0.000031505508,0.000083336665,0.00004703217,0.00018502561,0.00001445789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011164044,0.00004808227,0.94807374,0.000028903745,0.00045736393,6.795246e-7,0.00094720215,0.000027305652,0.0000015122259,0.00009171881,0.050149508,0.00006231015],"study_design_scores_gemma":[0.00409522,0.0012199943,0.98452795,0.00006411467,0.00027425634,1.08490504e-7,0.00047855865,0.00013522345,0.0000024839544,0.00015747109,0.0090125175,0.00003211469],"about_ca_topic_score_codex":0.001870937,"about_ca_topic_score_gemma":0.12726013,"teacher_disagreement_score":0.12538919,"about_ca_system_score_codex":0.0017950457,"about_ca_system_score_gemma":0.00040701998,"threshold_uncertainty_score":0.8886651},"labels":[],"label_agreement":null},{"id":"W4323529662","doi":"10.5664/jcsm.28107","title":"The Relationship Between Mouth Opening and Sleep Stage-Related Sleep Disordered Breathing","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Mitacs","keywords":"Medicine; Sleep (system call); Sleep disordered breathing; Polysomnography; Breathing; Audiology; Mouth breathing; Stage (stratigraphy); Physical medicine and rehabilitation; Anesthesia; Obstructive sleep apnea; Apnea","score_opus":0.278538675908464,"score_gpt":0.5095274905771942,"score_spread":0.23098881466873017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323529662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9336463,0.0022334578,0.006146953,0.020722294,0.004273729,0.0010257621,0.000004263298,0.000064191,0.031883057],"genre_scores_gemma":[0.99306506,0.00034720745,0.0011779104,0.0007025382,0.0011241564,0.000010053097,0.000005996179,0.000032376916,0.0035347175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99359405,0.0014401488,0.0035742244,0.0002472115,0.00065827335,0.00048609698],"domain_scores_gemma":[0.98497355,0.011475329,0.002471767,0.00033465514,0.00029763667,0.00044705733],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0138200335,0.00021815467,0.0008773469,0.00014934166,0.0010351884,0.000018309598,0.00048479286,0.00029231678,0.00053082],"category_scores_gemma":[0.00828606,0.00012164025,0.00016017377,0.00028202176,0.00033030706,0.00035108344,0.00026040745,0.0024879004,0.00004280372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026455845,0.00006638585,0.93334985,0.000056810906,0.0004808065,0.000038447844,0.0039589084,0.000004487703,0.0000015258701,0.006310977,0.0019618233,0.053505436],"study_design_scores_gemma":[0.0059396564,0.00066768564,0.9661638,0.000495514,0.0006984457,0.0000042684123,0.006112028,0.00029113053,5.5989125e-7,0.0077822474,0.011701907,0.00014277032],"about_ca_topic_score_codex":0.00011561146,"about_ca_topic_score_gemma":0.000041109695,"teacher_disagreement_score":0.059418753,"about_ca_system_score_codex":0.000058986116,"about_ca_system_score_gemma":0.000095781324,"threshold_uncertainty_score":0.9998134},"labels":[],"label_agreement":null},{"id":"W4323806308","doi":"10.14740/gr1563","title":"Comparing Patients Diagnosed With Ineffective Esophageal Motility by the Chicago Classification Version 3.0 and Version 4.0 Criteria","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Penn State College of Medicine; Pennsylvania State University; University of Pennsylvania","keywords":"Medicine; Bolus (digestion); High resolution manometry; Esophageal sphincter; Esophageal motility disorder; Barium; Barium enema; Internal medicine; Gastroenterology; Nuclear medicine; Surgery; Esophagus; Achalasia; Reflux; Colonoscopy","score_opus":0.09142701370663285,"score_gpt":0.44044014921993113,"score_spread":0.34901313551329827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323806308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944459,0.000009914992,0.00012521041,0.0023784128,0.00024256932,0.0014500369,0.000027366812,0.000086499276,0.0012340666],"genre_scores_gemma":[0.9983977,0.000047582012,0.000030449593,0.00023914641,0.000046803023,0.00034133473,0.00030036984,0.000015643402,0.0005809441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594665,0.002180431,0.0002342123,0.00040958845,0.00047629845,0.0007528471],"domain_scores_gemma":[0.99850655,0.00072876597,0.00008924584,0.00032638875,0.00023265272,0.00011640149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023446977,0.00012898433,0.00019707956,0.00019439093,0.0012309323,0.00002453343,0.0002567981,0.000094465635,0.000102988844],"category_scores_gemma":[0.00014897087,0.000087509114,0.000021827685,0.00033907482,0.00029973392,0.00014600421,0.0006417605,0.00083090225,0.00028611746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008473733,0.00010477765,0.89936465,0.000065765584,0.000042290878,0.0000046750893,0.0006950479,0.0000017840398,0.00015524711,0.00004714249,0.098426096,0.00024513126],"study_design_scores_gemma":[0.0029782744,0.0006538129,0.9897702,0.000044313263,0.000017137436,2.7829114e-7,0.0020630658,0.0031010062,0.000006417844,0.000043827953,0.0012848803,0.00003683748],"about_ca_topic_score_codex":0.00016508537,"about_ca_topic_score_gemma":0.00020389247,"teacher_disagreement_score":0.09714121,"about_ca_system_score_codex":0.000137249,"about_ca_system_score_gemma":0.000031934967,"threshold_uncertainty_score":0.94674605},"labels":[],"label_agreement":null},{"id":"W4323810113","doi":"10.1097/md.0000000000033153","title":"Risk factors for post-extubation dysphagia in ICU: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen","keywords":"Medicine; Cochrane Library; Dysphagia; Inclusion and exclusion criteria; Intensive care unit; Meta-analysis; Odds ratio; Intubation; Swallowing; Data extraction; MEDLINE; Intensive care medicine; Tracheal intubation; Emergency medicine; Internal medicine; Surgery","score_opus":0.2855432611522505,"score_gpt":0.534694478666692,"score_spread":0.24915121751444147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323810113","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.763058e-7,0.9776252,0.00038015642,0.0013914979,0.00023045199,0.019701757,0.00025238912,0.00009051151,0.0003276516],"genre_scores_gemma":[0.0000030987562,0.97169465,0.000052436815,0.0007968948,0.000065020984,0.009317093,0.0013775217,0.00006708011,0.01662619],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9939372,0.0018571988,0.0027049733,0.0006007858,0.00043616825,0.0004636591],"domain_scores_gemma":[0.9928769,0.003962638,0.002123123,0.0007106859,0.00018917945,0.00013747449],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005604301,0.000556048,0.01142035,0.001067314,0.00022992061,0.000008024775,0.0002945438,0.00026495417,0.0011460403],"category_scores_gemma":[0.0030169503,0.00029269865,0.0010740216,0.0018979178,0.00003889326,0.00007480374,0.00014980255,0.0005975301,0.00013150973],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.328296e-7,0.000013483257,0.000012435626,0.90065265,0.09286242,0.0000029347464,0.00025980175,1.3047813e-7,1.5392343e-9,0.00022427019,0.0053115594,0.0006595],"study_design_scores_gemma":[0.00021289803,0.000070304195,0.000024926834,0.08576931,0.78844637,1.8427318e-7,0.00042317132,0.0000116556,7.046877e-10,0.000040875624,0.12481226,0.00018806805],"about_ca_topic_score_codex":0.00059118844,"about_ca_topic_score_gemma":0.0006703723,"teacher_disagreement_score":0.8148833,"about_ca_system_score_codex":0.00022067885,"about_ca_system_score_gemma":0.00013068349,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W4324045164","doi":"10.1016/j.chest.2023.03.011","title":"Respiratory Management of Patients With Neuromuscular Weakness","year":2023,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":112,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; McGill University; Hospital for Sick Children","funders":"","keywords":"Medicine; Guideline; Intensive care medicine; Polysomnography; Evidence-based medicine; Neuromuscular disease; Physical therapy; Disease; Pathology; Internal medicine; Alternative medicine; Apnea","score_opus":0.1530120718229509,"score_gpt":0.4570376793956658,"score_spread":0.3040256075727149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324045164","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008900304,0.9817208,0.00026268116,0.00003040758,0.0024567705,0.0029218881,0.000032486052,0.00009729791,0.012388686],"genre_scores_gemma":[0.0000042724623,0.9943231,0.0003457274,0.00007631267,0.00030872392,0.00022163095,0.00005498662,0.0001407679,0.0045245024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996352,0.0006206863,0.001347948,0.00033705306,0.000766276,0.0005760043],"domain_scores_gemma":[0.99728584,0.00015550178,0.0016009068,0.0005426226,0.00022070021,0.00019442927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011676124,0.00041037635,0.0013378334,0.0004007448,0.00043900602,0.000024767112,0.0006086041,0.00022413254,0.0004036761],"category_scores_gemma":[0.000019714984,0.00027427287,0.00033075648,0.0005796461,0.00005313303,0.00012706204,0.00040789603,0.0013655848,0.00044102914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028066821,0.00023810656,0.0011521834,0.20394328,0.0029240332,0.00031834448,0.00012466896,0.0000012999709,1.04809486e-8,0.001056077,0.018097943,0.772116],"study_design_scores_gemma":[0.0008575192,0.00009791163,0.0064431266,0.028720295,0.0020351068,7.9006855e-7,0.00019210475,1.7200959e-7,1.39683864e-8,0.000032348093,0.9613729,0.00024771277],"about_ca_topic_score_codex":0.000001509639,"about_ca_topic_score_gemma":0.0000017330542,"teacher_disagreement_score":0.943275,"about_ca_system_score_codex":0.00026687433,"about_ca_system_score_gemma":0.00039100583,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W4327675635","doi":"10.2196/44201","title":"The Provision of Texture-Modified Foods in Long-term Care Facilities by Health Professionals: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Psychological intervention; Systematic review; Medicine; MEDLINE; Data extraction; Health care; Critical appraisal; Protocol (science); Grey literature; Gerontology; Nursing; Family medicine; Medical education; Alternative medicine","score_opus":0.6585417452512702,"score_gpt":0.7547990627967931,"score_spread":0.09625731754552291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327675635","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.3186313e-9,0.32023105,0.000030169951,0.0007132763,0.000027447277,0.6781432,0.00021449335,0.00009435347,0.00054602587],"genre_scores_gemma":[4.4525574e-9,0.3583308,0.000028441038,0.00007686207,0.000104580795,0.62917185,0.0002696089,0.000115835275,0.011902045],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9809764,0.0093171755,0.0040554255,0.0011736846,0.0021587529,0.0023185695],"domain_scores_gemma":[0.99021244,0.004673414,0.0021621368,0.0016181419,0.0010351988,0.00029867457],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016268892,0.0007330877,0.0031474563,0.00062384567,0.0019717268,0.00009947583,0.0019049683,0.00063228526,0.00012975922],"category_scores_gemma":[0.0011714615,0.0004334061,0.00054625206,0.001596491,0.00025999913,0.00022666766,0.0017219956,0.00314871,0.00010859505],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110715795,0.00019282122,0.000011832007,0.58908325,0.00004172069,0.0000018978881,0.00042211186,2.3732683e-8,4.900153e-8,0.00035312067,0.12694138,0.2828411],"study_design_scores_gemma":[0.0010978339,0.0005716393,0.0000037333643,0.49652126,0.0000070855394,1.3744345e-7,0.00046296735,8.2227956e-7,2.0667234e-7,0.00005640852,0.5010955,0.0001824569],"about_ca_topic_score_codex":0.000072567644,"about_ca_topic_score_gemma":0.00056066655,"teacher_disagreement_score":0.37415406,"about_ca_system_score_codex":0.0013626823,"about_ca_system_score_gemma":0.011604217,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W4361010956","doi":"10.1111/jtxs.12756","title":"Evaluation of the sensory properties of thickened and protein‐enhanced ice cream using check‐all‐that‐apply and temporal check‐all‐that‐apply","year":2023,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"Research Nova Scotia; Canada Foundation for Innovation","keywords":"Ice cream; Whey protein; Food science; Dysphagia; Flavor; Chemistry; Mathematics; Chromatography; Medicine; Surgery","score_opus":0.3085944037240164,"score_gpt":0.46653804340213095,"score_spread":0.15794363967811453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361010956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867671,0.005967801,0.000043236934,0.0038339025,0.00051954144,0.0018843154,0.000007902708,0.000022814425,0.0009533761],"genre_scores_gemma":[0.99654025,0.001121022,0.00046637977,0.00021785575,0.00018515004,0.00006491959,0.0000012733658,0.000024830779,0.0013783403],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99654627,0.0007557853,0.0008614931,0.00021942021,0.001288514,0.00032853932],"domain_scores_gemma":[0.99673265,0.00014951732,0.0016078046,0.00023863475,0.0012037933,0.00006759651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004698745,0.00024521665,0.0006764191,0.0001940469,0.00042342587,0.000016819153,0.00019887046,0.00013834154,0.000015819567],"category_scores_gemma":[0.00057098677,0.00014341538,0.00011546698,0.0002693343,0.00027302743,0.00028460633,0.0004281113,0.0005211813,0.0000016070912],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017458983,0.00088224804,0.080988966,0.012909815,0.011559259,0.000028052886,0.1380956,0.00064594817,0.7086885,0.0008904542,0.019769281,0.023796003],"study_design_scores_gemma":[0.013442166,0.0014915435,0.40151498,0.01224926,0.007084922,0.00002763148,0.4672904,0.004317845,0.07393705,0.0066410596,0.010866641,0.0011364757],"about_ca_topic_score_codex":0.0000778062,"about_ca_topic_score_gemma":0.00014703217,"teacher_disagreement_score":0.63475144,"about_ca_system_score_codex":0.00015094201,"about_ca_system_score_gemma":0.00034049878,"threshold_uncertainty_score":0.58483094},"labels":[],"label_agreement":null},{"id":"W4362658946","doi":"10.1016/j.otc.2022.11.004","title":"Swallowing Function After Treatment of Laryngeal Cancer","year":2023,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Cancer; Larynx; Treatment modality; Head and neck cancer; Surgery; Internal medicine","score_opus":0.15231921834589493,"score_gpt":0.48121349027709875,"score_spread":0.3288942719312038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362658946","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018008773,0.98955107,0.00007632157,0.00004789582,0.002302662,0.0035948076,0.00047149128,0.00017098918,0.0019839131],"genre_scores_gemma":[0.00023487402,0.9897681,0.0002390718,0.00017951449,0.00034776927,0.0031601535,0.00063115155,0.00009707442,0.0053423224],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951743,0.0007135565,0.0023897246,0.00067815755,0.0003910278,0.0006532705],"domain_scores_gemma":[0.9948692,0.0014518122,0.0026010585,0.00076959305,0.00016665453,0.00014170143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040615868,0.0005854427,0.003405965,0.000366102,0.0001710917,0.000005065894,0.00036549804,0.00044497012,0.0008084889],"category_scores_gemma":[0.000118577285,0.00042859605,0.0010854759,0.0008347722,0.00014972546,0.000087719876,0.0003267249,0.00056793523,0.00046768968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008978723,0.00035553492,0.03955125,0.018287579,0.0015976566,0.00004133136,0.00014054342,0.0000052108635,2.111039e-8,0.000025364547,0.0017002531,0.9382055],"study_design_scores_gemma":[0.0004884784,0.001004201,0.013769129,0.0046445373,0.0032039497,2.3789084e-7,0.000092648,0.0000125088345,9.8853015e-9,0.000025098212,0.9764432,0.00031601434],"about_ca_topic_score_codex":0.0005470191,"about_ca_topic_score_gemma":0.00061404885,"teacher_disagreement_score":0.97474295,"about_ca_system_score_codex":0.00029240522,"about_ca_system_score_gemma":0.000805104,"threshold_uncertainty_score":0.9998166},"labels":[],"label_agreement":null},{"id":"W4362719600","doi":"10.1007/s00455-023-10570-5","title":"Prevalence, Incidence, and Predictors of Self-reported Swallowing Difficulties in Community-Dwelling Adults: A Population-Based Study from the Canadian Longitudinal Study on Aging (CLSA)","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Impact; McMaster University","funders":"McMaster Institute for Research on Aging, McMaster University","keywords":"Medicine; Swallowing; Dysphagia; Incidence (geometry); Logistic regression; Population; Gerontology; Demography; Dementia; Longitudinal study; Malnutrition; Disease; Environmental health; Internal medicine; Surgery; Pathology","score_opus":0.06425231909723636,"score_gpt":0.38327959782432475,"score_spread":0.31902727872708836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362719600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951621,0.000046822563,0.000008097118,0.00021758745,0.000571114,0.0035132773,0.00003777492,0.00018816203,0.00025504065],"genre_scores_gemma":[0.99904585,0.000011837208,0.00005174252,0.00015695496,0.00006434542,0.00036294863,0.00010707777,0.00003117385,0.00016807669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960044,0.0015847674,0.00088001776,0.00037552157,0.00062207825,0.00053319853],"domain_scores_gemma":[0.9969511,0.0018032263,0.00034639327,0.000634285,0.000120391254,0.00014460542],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026784327,0.00025493008,0.00037340395,0.00045010383,0.0016276985,0.000046010413,0.00040240792,0.00009593035,0.00005618366],"category_scores_gemma":[0.0003114345,0.00020017465,0.00004166705,0.00087041414,0.00003482372,0.00017505807,0.00021619833,0.00094969216,0.000020122216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004402721,0.0004615004,0.9606619,0.00014787188,0.0003083782,0.000056156383,0.037420165,0.0005866384,0.0000014584969,0.000027616637,0.00021939879,0.00006492285],"study_design_scores_gemma":[0.0019034159,0.00026890542,0.92827237,0.00060571975,0.00023718417,7.339622e-8,0.066604845,0.0018914675,8.2321026e-7,0.000031561023,0.00002264111,0.00016100236],"about_ca_topic_score_codex":0.4692,"about_ca_topic_score_gemma":0.75398284,"teacher_disagreement_score":0.28478286,"about_ca_system_score_codex":0.000362212,"about_ca_system_score_gemma":0.00028921428,"threshold_uncertainty_score":0.99967206},"labels":[],"label_agreement":null},{"id":"W4365504155","doi":"10.1044/2023_persp-22-00188","title":"A Pilot Assessment of Concurrent Validity and Comparative Reference Values for the Tongueometer Tongue Pressure Manometer","year":2023,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Swallowing; Tongue; Concordance; Medicine; Pearson product-moment correlation coefficient; Correlation; Physical therapy; Gold standard (test); Isometric exercise; Concordance correlation coefficient; Audiology; Physical medicine and rehabilitation; Statistics; Dentistry; Internal medicine; Mathematics; Pathology","score_opus":0.3094946645923625,"score_gpt":0.4830746519275475,"score_spread":0.17357998733518498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365504155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507015,0.00037825425,0.0015305448,0.0032269054,0.0051525086,0.004884391,0.0004748895,0.0000838965,0.03356713],"genre_scores_gemma":[0.9931709,0.00015351355,0.00019375436,0.000066366025,0.00077752786,0.0003625914,0.000013958086,0.000017439419,0.0052439156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978572,0.00050934986,0.00055052276,0.00038892968,0.00032536793,0.00036859422],"domain_scores_gemma":[0.99666655,0.0019296937,0.0005102773,0.0005103911,0.00032593115,0.00005717461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090175145,0.0002304539,0.0004868698,0.00013340024,0.00047437852,0.000025906209,0.00064928713,0.00005722563,0.0005241632],"category_scores_gemma":[0.00019226909,0.00013471713,0.00017156414,0.00029849284,0.00044351106,0.00015637472,0.00092238665,0.00042630866,0.000012405344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075433776,0.0010629003,0.05784598,0.0013144227,0.0023008105,0.0000016778644,0.05995572,0.00007349385,0.0033900724,0.7255206,0.14633808,0.0014418848],"study_design_scores_gemma":[0.0017960134,0.001046965,0.88043123,0.00041023066,0.00051697413,4.1475695e-7,0.080827095,0.0015353054,0.00031862088,0.0068746163,0.025954746,0.00028775888],"about_ca_topic_score_codex":0.00013173794,"about_ca_topic_score_gemma":0.0005415218,"teacher_disagreement_score":0.8225853,"about_ca_system_score_codex":0.00011091785,"about_ca_system_score_gemma":0.00007846094,"threshold_uncertainty_score":0.5739219},"labels":[],"label_agreement":null},{"id":"W4366822638","doi":"10.1007/s00455-023-10573-2","title":"Association of the “Jet Phenomenon” with Positive Symptom Outcome Following Surgical Treatment of Cricopharyngeus Muscle Dysfunction","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; BP (Canada); University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Otorhinolaryngology; Internal medicine; Surgery","score_opus":0.03106956752496876,"score_gpt":0.3631503694814568,"score_spread":0.33208080195648804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366822638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97580546,0.0000654794,0.00007914487,0.0013826989,0.0016470228,0.0013640329,0.000055403372,0.00012398443,0.019476779],"genre_scores_gemma":[0.97424036,0.000046290177,0.00007186119,0.00010173388,0.00009759534,0.00017427391,0.00006874816,0.00002871092,0.025170429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780357,0.00036267538,0.0005845652,0.00025806393,0.0005540995,0.00043705388],"domain_scores_gemma":[0.99833256,0.0005780259,0.0005550758,0.0003348627,0.00013511974,0.000064380496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004948,0.00019346805,0.0004307217,0.00012666747,0.00034450967,0.0000076267006,0.00015481083,0.00011812794,0.0002723777],"category_scores_gemma":[0.000044662025,0.0001191138,0.0001782807,0.00072311616,0.000028239503,0.00014246722,0.0001049105,0.00015426976,0.0001259648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013310563,0.00031612828,0.98729944,0.00013157175,0.0010516982,0.000026285465,0.0029700273,0.00007548745,0.00042896578,0.0018971955,0.0036582744,0.002011822],"study_design_scores_gemma":[0.0045347516,0.00051514036,0.9763707,0.000105873456,0.0006126606,3.1083812e-7,0.0020422882,0.00021602595,0.00027835972,0.00013050753,0.015028683,0.00016469692],"about_ca_topic_score_codex":0.00029147055,"about_ca_topic_score_gemma":0.00009903801,"teacher_disagreement_score":0.011370407,"about_ca_system_score_codex":0.0006194335,"about_ca_system_score_gemma":0.0001203012,"threshold_uncertainty_score":0.485732},"labels":[],"label_agreement":null},{"id":"W4367606662","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4041","title":"Rheological Characterization of Sputum From Patients With Primary Ciliary Dyskinesia","year":2023,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Primary ciliary dyskinesia; Sputum; Primary (astronomy); Characterization (materials science); Medicine; Rheology; Internal medicine; Bronchiectasis; Materials science; Tuberculosis; Pathology; Nanotechnology; Composite material; Physics; Lung","score_opus":0.02492759754673218,"score_gpt":0.32411408155482285,"score_spread":0.29918648400809067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367606662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722212,0.0000011078057,0.0023581032,0.0005331578,0.0003662449,0.0006866728,0.000034050525,0.000207344,0.0235921],"genre_scores_gemma":[0.98113054,0.000022141227,0.00057534775,0.00096420397,0.000074416086,0.000085165666,0.0024710677,0.000015506113,0.014661628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989215,0.00011509462,0.00029601055,0.00018849595,0.0002489926,0.00022988085],"domain_scores_gemma":[0.99940735,0.00010830946,0.00015244281,0.00019014721,0.0000952878,0.00004644975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016394438,0.000094453404,0.00018336087,0.00008045939,0.00011484856,0.0000031184027,0.000107680906,0.0000773947,0.0017149386],"category_scores_gemma":[0.000013972576,0.00006301908,0.000020971167,0.00027917905,0.000025795744,0.00013069478,0.00016740404,0.00011671266,0.00041547956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092896065,0.00011716018,0.9867876,0.0000891019,0.000045570774,0.0000030830558,0.00018905367,8.5082155e-7,0.0016351738,0.003051213,0.006265038,0.0017232399],"study_design_scores_gemma":[0.0008745673,0.000077159246,0.9941519,0.0000446664,0.000021596501,5.5834763e-9,0.000106593056,0.00010020364,0.000036171485,0.0001960033,0.0043130172,0.00007810754],"about_ca_topic_score_codex":0.00004463707,"about_ca_topic_score_gemma":0.000010339711,"teacher_disagreement_score":0.008930471,"about_ca_system_score_codex":0.00003722387,"about_ca_system_score_gemma":0.000051149564,"threshold_uncertainty_score":0.9991976},"labels":[],"label_agreement":null},{"id":"W4367607439","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6111","title":"Intra-day Test-retest Reliability of Multiple Breath Washout in Pediatric Primary Ciliary Dyskinesia","year":2023,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Centre for Global Health Research; Hospital for Sick Children","funders":"","keywords":"Primary ciliary dyskinesia; Washout; Reliability (semiconductor); Dyskinesia; Test (biology); Medicine; Anesthesia; Internal medicine; Bronchiectasis; Physics; Biology","score_opus":0.026097357088822336,"score_gpt":0.3510150105299444,"score_spread":0.32491765344112206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367607439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090595,0.000040308987,0.00026597624,0.0021874325,0.00083392137,0.001985452,0.00003279663,0.00050565455,0.085088946],"genre_scores_gemma":[0.9814204,0.00033894065,0.0010118645,0.0005289871,0.00019149209,0.00027172331,0.00010294043,0.000033532942,0.016100148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731064,0.00033704584,0.0009014031,0.00043700807,0.00037708847,0.0006368243],"domain_scores_gemma":[0.99617034,0.0027991477,0.00020492617,0.00057911803,0.00013183134,0.00011466171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022313988,0.00020514501,0.00040704253,0.0003800877,0.0001507498,0.0000057291695,0.00029351836,0.0001753149,0.0005725433],"category_scores_gemma":[0.0010194732,0.00017041095,0.00007636593,0.001307174,0.000044377226,0.00020409358,0.0004129852,0.0004374658,0.000609648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020380152,0.00022536685,0.9503321,0.0008396383,0.0000074091854,0.000013339963,0.00050507503,0.000033977136,0.00018071102,0.00033194647,0.046640083,0.00086996984],"study_design_scores_gemma":[0.00128845,0.000066683904,0.99246055,0.000049144583,0.00003672246,1.0972596e-7,0.0005593156,0.0014587443,0.000028197996,0.0005565362,0.0033183545,0.00017721397],"about_ca_topic_score_codex":0.00043321573,"about_ca_topic_score_gemma":0.00040271765,"teacher_disagreement_score":0.07236086,"about_ca_system_score_codex":0.00021977646,"about_ca_system_score_gemma":0.00029744883,"threshold_uncertainty_score":0.7835995},"labels":[],"label_agreement":null},{"id":"W4367668935","doi":"10.1044/2023_ajslp-22-00278","title":"Preliminary Study of the Effects of a Dysphagia Support Group on Quality of Life","year":2023,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; McMaster University","funders":"","keywords":"Dysphagia; Support group; Psychosocial; Psychology; Quality of life (healthcare); Social support; Psychosocial support; Coping (psychology); Swallowing; Demographics; Clinical psychology; Medicine; Social psychology; Psychiatry; Psychotherapist","score_opus":0.028350821005029364,"score_gpt":0.4111431777342234,"score_spread":0.382792356729194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367668935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659973,0.00009017428,0.00007576008,0.0003690608,0.00095360965,0.00091798307,0.000013283288,0.000019047411,0.00096131914],"genre_scores_gemma":[0.9984826,0.000056843204,0.00038388054,0.00043910596,0.00010888544,0.000024887786,0.000003354419,0.00002567191,0.0004747937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99512553,0.0021603627,0.0015378353,0.00019914373,0.0006098933,0.00036723723],"domain_scores_gemma":[0.99417704,0.0015922798,0.003341909,0.000569659,0.00021070118,0.00010839961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592604,0.00018118061,0.0010219881,0.00035448166,0.00009430477,0.0000016519455,0.0005592577,0.00007373071,0.00014233528],"category_scores_gemma":[0.0010502808,0.000122379,0.0001989535,0.00076040346,0.0003287323,0.00006275453,0.00034831773,0.0005785072,0.000016509624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027959242,0.0034514838,0.7981184,0.001916691,0.0011136824,0.0012971159,0.083857045,0.000041586256,0.04331935,0.0008213937,0.0059406697,0.05732663],"study_design_scores_gemma":[0.0027969466,0.014044718,0.88651913,0.00022947318,0.00022505752,0.000011566885,0.094933,0.0000050850194,0.00097382464,0.000074090916,0.00007378746,0.00011333522],"about_ca_topic_score_codex":0.0003202764,"about_ca_topic_score_gemma":0.00005753168,"teacher_disagreement_score":0.088400684,"about_ca_system_score_codex":0.00005013919,"about_ca_system_score_gemma":0.00020338179,"threshold_uncertainty_score":0.4990471},"labels":[],"label_agreement":null},{"id":"W4376602381","doi":"10.1177/15333175231167118","title":"Associations Between Abdominal Obesity, Chewing Difficulty and Cognitive Impairment in Dementia-Free Chinese Elderly","year":2023,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Zhejiang University","keywords":"Montreal Cognitive Assessment; Cognition; Obesity; Logistic regression; Abdominal obesity; Dementia; Medicine; Gerontology; Cognitive impairment; Abdominal fat; Cognitive decline; Psychology; Internal medicine; Psychiatry; Waist; Disease","score_opus":0.03183553560517471,"score_gpt":0.37955625907489005,"score_spread":0.34772072346971533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376602381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460715,0.00093604246,0.00046950424,0.0020778656,0.00030122694,0.0008183564,0.00017339809,0.000056431316,0.0005600069],"genre_scores_gemma":[0.99819875,0.000118069525,0.0004016261,0.0007140014,0.0002916437,0.00006621524,0.000050375846,0.000050045914,0.00010926179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966188,0.00060681487,0.0010853371,0.00031065205,0.0006988442,0.00067952054],"domain_scores_gemma":[0.9975408,0.0003997908,0.0011670141,0.00024881476,0.00020169883,0.00044191346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014437145,0.00028890086,0.0006387067,0.00049052486,0.00039394916,0.00004588507,0.00033217488,0.000048232763,0.000318923],"category_scores_gemma":[0.00013674726,0.00024525152,0.00018765325,0.00081418647,0.0001446152,0.00035240123,0.00038974325,0.0004387166,0.00006566146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012401193,0.00029688963,0.9804364,0.00002633059,0.0029972347,0.000065855005,0.0017205839,0.000007598549,0.000024887688,0.00006941288,0.0037223115,0.010508517],"study_design_scores_gemma":[0.0033944594,0.0003228455,0.98776966,0.00025076396,0.0027035354,5.4998793e-7,0.0041031465,0.00005908701,0.000004532499,0.0008082679,0.0003381091,0.00024504392],"about_ca_topic_score_codex":0.00027092439,"about_ca_topic_score_gemma":0.00012475798,"teacher_disagreement_score":0.010263473,"about_ca_system_score_codex":0.00010101241,"about_ca_system_score_gemma":0.00023367356,"threshold_uncertainty_score":1},"labels":[],"label_agreement":null},{"id":"W4376642514","doi":"10.1002/brb3.3033","title":"Demographic and clinical factors associated with recovery of poststroke dysphagia: A meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Brain and Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Dysphagia; Medicine; Stroke (engine); Modified Rankin Scale; Cochrane Library; Swallowing; Meta-analysis; Physical therapy; MEDLINE; Body mass index; Physical medicine and rehabilitation; Internal medicine; Ischemic stroke; Surgery","score_opus":0.28940680954679004,"score_gpt":0.5065511909829824,"score_spread":0.21714438143619236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376642514","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008914135,0.9862326,0.00002322463,0.00010596837,0.000329515,0.0032647394,0.00071906706,0.00015674112,0.00025400383],"genre_scores_gemma":[0.00036202534,0.9900913,0.00007496569,0.00010162202,0.00003583932,0.0005404655,0.0006373505,0.00007621001,0.008080217],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99570054,0.0013781635,0.0014478271,0.0006542839,0.00034850626,0.00047066764],"domain_scores_gemma":[0.99463713,0.0033712164,0.0012688693,0.00040262658,0.000104260274,0.00021588657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019702849,0.00049087784,0.004185144,0.00078118476,0.00026394014,0.000024993264,0.00020001229,0.0006633308,0.00024238697],"category_scores_gemma":[0.00021841426,0.0003106506,0.001404111,0.0013928568,0.00017044204,0.00008860248,0.00027949293,0.00087161147,0.000008522521],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030169775,0.00094200246,0.23206969,0.018109279,0.59063345,0.00009388685,0.00020752671,9.757199e-8,1.5799179e-7,0.0003228398,0.0041987817,0.15339209],"study_design_scores_gemma":[0.000554808,0.00029454075,0.11252922,0.0014410301,0.82076824,4.1886682e-7,0.00027617262,0.000001069638,1.4938134e-8,0.0000103373995,0.06372943,0.0003947364],"about_ca_topic_score_codex":0.00014408484,"about_ca_topic_score_gemma":0.0012112592,"teacher_disagreement_score":0.23013476,"about_ca_system_score_codex":0.000044220644,"about_ca_system_score_gemma":0.00023331931,"threshold_uncertainty_score":0.99993455},"labels":[],"label_agreement":null},{"id":"W4377115585","doi":"10.3390/curroncol30050391","title":"Investigating Predictive Factors of Dysphagia and Treatment Prolongation in Patients with Oral Cavity or Oropharyngeal Cancer Receiving Radiation Therapy Concurrently with Chemotherapy","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Radiation therapy; Head and neck cancer; Internal medicine; Chemotherapy; Logistic regression; Cancer; Surgery","score_opus":0.1283034305409106,"score_gpt":0.45855947729272845,"score_spread":0.33025604675181786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377115585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995931,0.00014539632,0.00005705659,0.00029867017,0.000583326,0.0027760693,0.000048219114,0.000066771914,0.00009348577],"genre_scores_gemma":[0.99756724,0.0011157005,0.000078107114,0.000053491072,0.00006029865,0.000767676,0.00024317726,0.000026295913,0.00008800615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982725,0.0003773172,0.00040087124,0.00034141145,0.00023125962,0.0003766453],"domain_scores_gemma":[0.998856,0.0002969677,0.0004795895,0.0001263662,0.00014865444,0.000092423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042982,0.0002188066,0.0004432079,0.00018978321,0.00018796965,0.000006599871,0.00007509043,0.00010515247,0.000082310034],"category_scores_gemma":[0.000037352183,0.0001347423,0.000017707609,0.0004858592,0.000119361095,0.00021341737,0.000038212514,0.00025689733,0.000002319002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074259116,0.00033034934,0.8506747,0.000094664414,0.00009789064,8.706477e-7,0.00855621,0.000036470297,0.000022659466,0.000024961062,0.00022080317,0.13919781],"study_design_scores_gemma":[0.010829035,0.0032567307,0.9814664,0.00020118497,0.000051461895,4.7934588e-8,0.0011967339,0.0007616911,0.00007159821,0.000019818037,0.0020063713,0.00013892405],"about_ca_topic_score_codex":0.000369588,"about_ca_topic_score_gemma":0.0013984917,"teacher_disagreement_score":0.13905889,"about_ca_system_score_codex":0.0007230568,"about_ca_system_score_gemma":0.00053820614,"threshold_uncertainty_score":0.54946315},"labels":[],"label_agreement":null},{"id":"W4378348958","doi":"10.1159/000531062","title":"Neuromuscular Electrical Stimulation in Conjunction with Conventional Swallowing Therapy in the Treatment of Dysphagia Caused by Multiple Sclerosis: A Single-Case Experimental Design","year":2023,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Physical therapy; Physical medicine and rehabilitation; Aspiration pneumonia; Oropharyngeal dysphagia; Neurorehabilitation; Rehabilitation; Surgery; Pneumonia; Internal medicine","score_opus":0.13945734228371184,"score_gpt":0.3586222926559848,"score_spread":0.21916495037227293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378348958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992421,0.0006290151,0.002428035,0.0007346271,0.00028416055,0.0031430577,0.000014560967,0.00012350874,0.00022203664],"genre_scores_gemma":[0.99727297,0.00045908793,0.0003194955,0.00040609253,0.00006804572,0.0011400196,0.00013070783,0.00003840382,0.00016516648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640983,0.0013717199,0.0006687773,0.00042338492,0.0005719267,0.0005543569],"domain_scores_gemma":[0.9982225,0.0011092607,0.00025632983,0.0002738688,0.0000572726,0.00008080213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009864608,0.000265741,0.0003636385,0.00042330954,0.00027067694,0.000021053807,0.00016191638,0.00014038672,0.00016294314],"category_scores_gemma":[0.000058517962,0.00018592726,0.000105524356,0.001363067,0.000056506557,0.0001764352,0.000032544893,0.00029990426,0.00005033764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0086672865,0.030162621,0.72215945,0.00029448938,0.0013682934,0.0038552587,0.039265383,0.0117940195,0.08535994,0.0017049125,0.08160084,0.013767536],"study_design_scores_gemma":[0.094032295,0.023444913,0.7504252,0.00044948157,0.0005016262,0.000039820803,0.01268361,0.084589876,0.00586076,0.0003445834,0.026115792,0.0015120266],"about_ca_topic_score_codex":0.00047591398,"about_ca_topic_score_gemma":0.0001267312,"teacher_disagreement_score":0.085365005,"about_ca_system_score_codex":0.00042188316,"about_ca_system_score_gemma":0.00018837435,"threshold_uncertainty_score":0.7581894},"labels":[],"label_agreement":null},{"id":"W4378374432","doi":"10.3233/acs-239001","title":"9th UK Swallow Research Group Conference: Poster Presentations Abstracts","year":2023,"lang":"en","type":"article","venue":"Advances in Communication and Swallowing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Group (periodic table); Library science; Computer science; Physics","score_opus":0.16957727736172357,"score_gpt":0.5312481797531103,"score_spread":0.3616709023913868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378374432","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41237405,0.0028096063,0.0004977781,0.012497732,0.0008535867,0.0019397478,0.0000062599265,0.0003085924,0.56871265],"genre_scores_gemma":[0.9758234,0.011956347,0.0011392258,0.0003434764,0.000031395444,0.00037783783,0.00012488247,0.00001535676,0.010188106],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777573,0.0007456073,0.0004620483,0.00023450848,0.00032893437,0.0004531863],"domain_scores_gemma":[0.9976425,0.0014953256,0.00009577698,0.0005574029,0.00013141251,0.00007757002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002504902,0.000103296676,0.00015856697,0.00032367487,0.0009934112,0.000049687667,0.00040560964,0.000085493535,0.0002669785],"category_scores_gemma":[0.0002034846,0.000100172314,0.000025426714,0.0006032609,0.00010935347,0.00064221263,0.0005846552,0.0007322966,0.00028059108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001285253,0.0002921224,0.61036724,0.0006618347,0.00010103458,0.000031539425,0.03671634,0.00042117923,0.000931516,0.24899836,0.029104888,0.07224545],"study_design_scores_gemma":[0.0017245901,0.000058622823,0.45477468,0.0005539818,0.000015133127,3.73248e-7,0.040326282,0.001653304,0.000016923603,0.02825731,0.47234893,0.00026987],"about_ca_topic_score_codex":0.00021904946,"about_ca_topic_score_gemma":0.0023402236,"teacher_disagreement_score":0.5634493,"about_ca_system_score_codex":0.00007011937,"about_ca_system_score_gemma":0.00005898616,"threshold_uncertainty_score":0.7640616},"labels":[],"label_agreement":null},{"id":"W4378741257","doi":"10.1016/j.oraloncology.2023.106431","title":"Glossectomy for the treatment of oral cavity carcinoma: Quantitative, functional and patient-reported quality of life outcomes differ by four glossectomy defects","year":2023,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Tongue; Dysphagia; Glossectomy; Swallowing; Intelligibility (philosophy); Surgery; Dentistry; Pathology","score_opus":0.22080611493427466,"score_gpt":0.474614059862725,"score_spread":0.2538079449284503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378741257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332154,0.00018780351,0.0005557109,0.0023977205,0.0008913044,0.0020020509,0.00017111655,0.000052842017,0.00041991044],"genre_scores_gemma":[0.9968099,0.00007714389,0.00048415991,0.00037519578,0.000024178205,0.00069452584,0.00011185855,0.000018975661,0.0014040613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977008,0.0005836459,0.0007862171,0.00029440963,0.0002424345,0.00039248884],"domain_scores_gemma":[0.995948,0.0028102165,0.0006658069,0.00025974694,0.0002166941,0.0000994965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006235128,0.00019620282,0.0007338079,0.00009423221,0.00031846343,0.000004420073,0.000091581176,0.00015356531,0.00012990457],"category_scores_gemma":[0.00027656657,0.00012316735,0.00015777712,0.0002445953,0.00014544155,0.00007094486,0.000095864736,0.00011638777,0.000011097561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081851624,0.0006548008,0.963149,0.00019597042,0.0005929831,0.0000050624803,0.0011128164,0.000006153305,0.0008173668,0.006018607,0.023783866,0.0028448612],"study_design_scores_gemma":[0.005586043,0.0020038558,0.94714236,0.000007392308,0.00021559767,2.9148632e-7,0.002087577,0.0001953109,0.000067610796,0.0005741331,0.04200493,0.00011488692],"about_ca_topic_score_codex":0.0023074308,"about_ca_topic_score_gemma":0.0021624384,"teacher_disagreement_score":0.018221065,"about_ca_system_score_codex":0.00022413298,"about_ca_system_score_gemma":0.00031853578,"threshold_uncertainty_score":0.5022619},"labels":[],"label_agreement":null},{"id":"W4379086681","doi":"10.18273/saluduis.55.e:23041","title":"Percepción temporal de síntomas de disfagia en una cohorte de pacientes con disfagia orofaríngea neurogénica","year":2023,"lang":"es","type":"article","venue":"Salud UIS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Humanities; Dysphagia; Philosophy; Surgery","score_opus":0.029823387833603183,"score_gpt":0.4096123096550031,"score_spread":0.37978892182139995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379086681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95898914,0.00040636075,0.00072664325,0.016624058,0.002333021,0.0022674997,0.00029005372,0.0011794772,0.017183734],"genre_scores_gemma":[0.96707886,0.0020735096,0.00096181576,0.002885916,0.0009208227,0.00036790795,0.0003506896,0.00021144743,0.02514903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923053,0.0021139472,0.0010365009,0.001026236,0.0008136077,0.0027044355],"domain_scores_gemma":[0.9962913,0.0011258756,0.0004436898,0.0011213683,0.00015773693,0.0008600789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032166662,0.00069542654,0.00078558835,0.00045622105,0.0011275281,0.00022707004,0.00091270416,0.00057379925,0.002036305],"category_scores_gemma":[0.0006656061,0.00068174355,0.00034340823,0.0011705528,0.0002850347,0.00033756506,0.0011056416,0.0014136401,0.0033130827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011351998,0.00024659195,0.8205193,0.00097448035,0.00031257697,0.00032794455,0.0058962065,0.000034200966,0.0017002334,0.012498601,0.15505162,0.0023246692],"study_design_scores_gemma":[0.0014969441,0.0002786253,0.86042005,0.0006277266,0.000457496,0.000007836108,0.006803621,0.005145265,0.00008468945,0.001857808,0.122185975,0.00063394103],"about_ca_topic_score_codex":0.0019604291,"about_ca_topic_score_gemma":0.00034840842,"teacher_disagreement_score":0.03990072,"about_ca_system_score_codex":0.0010367678,"about_ca_system_score_gemma":0.0013447095,"threshold_uncertainty_score":0.9995634},"labels":[],"label_agreement":null},{"id":"W4380028058","doi":"10.20944/preprints202306.0574.v1","title":"Strategies of Screening and Treating Post-extubation Dysphagia: An Overview of the Situation in Greek-Cypriot ICUs","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dysphagia; Medicine; Intensive care unit; Swallowing; Intensive care; Intensive care medicine; Protocol (science); MEDLINE; Physical therapy; Alternative medicine; Surgery; Pathology","score_opus":0.36227942435117033,"score_gpt":0.498002358558265,"score_spread":0.1357229342070947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380028058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893819,0.00024449296,0.00044944338,0.0007451667,0.0004908283,0.0023179015,0.00003746823,0.00009353694,0.0062392475],"genre_scores_gemma":[0.9973686,0.0006693575,0.00047100143,0.00005461227,0.0000661871,0.0002763792,0.000112116424,0.000040225706,0.0009415395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965734,0.0008552007,0.0011619311,0.0006163873,0.0004591287,0.00033394634],"domain_scores_gemma":[0.9971363,0.00032550952,0.0012599746,0.00093069894,0.0002886628,0.00005886482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022178506,0.00027639058,0.00054813805,0.000263141,0.00021212449,0.000013510023,0.00046877176,0.0003298423,0.00026203474],"category_scores_gemma":[0.0003218859,0.0002345241,0.000106610656,0.00031532513,0.00008249603,0.00030342696,0.0023968657,0.00090950174,0.000031254433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048757214,0.00011377888,0.97152936,0.0030128222,0.00015662775,0.00000441638,0.008360433,0.0019953975,0.0028267826,0.007641668,0.000015912425,0.004294018],"study_design_scores_gemma":[0.0006294669,0.000034273176,0.97886044,0.0019229387,0.00012526572,3.6426545e-7,0.010677583,0.0019959726,0.0004024293,0.005121505,0.00006116992,0.00016856893],"about_ca_topic_score_codex":0.0056341914,"about_ca_topic_score_gemma":0.0039546727,"teacher_disagreement_score":0.007986667,"about_ca_system_score_codex":0.00013627076,"about_ca_system_score_gemma":0.00036365257,"threshold_uncertainty_score":0.95636153},"labels":[],"label_agreement":null},{"id":"W4380881526","doi":"10.1101/2023.06.15.23291444","title":"Predictors and long-term outcomes of oropharyngeal dysphagia in Persons with Multiple Sclerosis: A systematic review protocol","year":2023,"lang":"en","type":"review","venue":"medRxiv","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Dysphagia; Medicine; CINAHL; Oropharyngeal dysphagia; Cochrane Library; MEDLINE; Aspiration pneumonia; Malnutrition; Intensive care medicine; Systematic review; Scopus; Meta-analysis; Physical therapy; Pneumonia; Pediatrics; Surgery; Internal medicine; Nursing","score_opus":0.14761018034301926,"score_gpt":0.44401971391550454,"score_spread":0.2964095335724853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380881526","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016158461,0.6587877,0.0000092946875,0.00004896752,0.00016232068,0.34046534,0.0000613904,0.0001385039,0.00016490162],"genre_scores_gemma":[0.000020625332,0.6164556,0.00003843239,0.000070316375,0.000022309392,0.38127163,0.000033986795,0.00009160649,0.001995463],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994196,0.0015461112,0.00236799,0.0006446473,0.0006064659,0.0006387897],"domain_scores_gemma":[0.9961357,0.0010211201,0.0017345585,0.0008378725,0.00008950191,0.00018123625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020989496,0.0006565296,0.0050717867,0.00043029967,0.00016859782,0.00001615184,0.0005280682,0.00027447377,0.00012565909],"category_scores_gemma":[0.00035841466,0.0003913593,0.0002753357,0.00082645373,0.0000918188,0.00013857626,0.00030493908,0.0007930607,0.00012779082],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070872566,0.000081041755,0.15371871,0.843898,0.0007157419,0.000036851998,0.00020824252,2.2640538e-8,3.9271615e-8,0.000021008691,0.00033413692,0.0009790957],"study_design_scores_gemma":[0.0011984028,0.00012542823,0.03953177,0.9464326,0.0041618776,0.0000019642548,0.00010483627,0.0000029632286,2.9179837e-8,9.974078e-7,0.008080127,0.00035900276],"about_ca_topic_score_codex":0.000043819495,"about_ca_topic_score_gemma":0.00039355137,"teacher_disagreement_score":0.114186935,"about_ca_system_score_codex":0.0002065392,"about_ca_system_score_gemma":0.000399319,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W4381053117","doi":"10.1016/j.ijrobp.2023.06.004","title":"Dysphagia at 1 Year is Associated With Mean Dose to the Inferior Section of the Brain Stem","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Manchester Biomedical Research Centre; National Institute for Health and Care Research; Cancer Research UK","keywords":"Dysphagia; Medicine; Swallowing; Oropharyngeal dysphagia; Nuclear medicine; Radiation therapy; Head and neck cancer; Internal medicine; Radiology","score_opus":0.03963590273644681,"score_gpt":0.3931086107264473,"score_spread":0.3534727079900005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381053117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95807076,0.00002238872,0.0015098534,0.03182831,0.0057474794,0.0006840823,0.0000859698,0.000051647963,0.0019995226],"genre_scores_gemma":[0.99032676,0.000064947366,0.000105242565,0.0047130305,0.0011338518,0.00004006411,0.000036501828,0.00002456886,0.0035550483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772936,0.0007602752,0.0006787171,0.00016151665,0.0004141347,0.000256005],"domain_scores_gemma":[0.99663764,0.0009749238,0.0014212065,0.00019615555,0.0007019201,0.000068148154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582226,0.00013910979,0.0002875974,0.00013303373,0.0003096367,0.0000126328605,0.0005833244,0.00017309339,0.00016005253],"category_scores_gemma":[0.0002716169,0.000082506296,0.0001299365,0.0004909592,0.000091084534,0.00015802319,0.00026210412,0.0005247043,0.00013052532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004420649,0.00019389206,0.7905617,0.000015301537,0.0015971537,0.000008993548,0.007810486,0.0017418684,0.0018011814,0.01375934,0.16279641,0.019271638],"study_design_scores_gemma":[0.0057061226,0.0009417309,0.70614076,0.00018173443,0.00020180548,0.0000075262315,0.0020892157,0.0014371179,0.0006153146,0.0029469675,0.27951926,0.00021246943],"about_ca_topic_score_codex":0.00003055911,"about_ca_topic_score_gemma":0.00021141456,"teacher_disagreement_score":0.11672284,"about_ca_system_score_codex":0.0010279798,"about_ca_system_score_gemma":0.00046412618,"threshold_uncertainty_score":0.3364509},"labels":[],"label_agreement":null},{"id":"W4382811840","doi":"10.1016/j.arrct.2023.100276","title":"Exploring the Efficacy of the Effortful Swallow Maneuver for Improving Swallowing in People With Parkinson Disease—A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institutes of Health; Parkinson Canada; Nestlé Health Science","keywords":"Swallowing; Dysphagia; Medicine; Parkinson's disease; Pharyngeal muscles; Physical therapy; Rehabilitation; Physical medicine and rehabilitation; Disease; Surgery; Internal medicine","score_opus":0.27773480126068273,"score_gpt":0.4916569167820562,"score_spread":0.21392211552137347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382811840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909253,0.000021090906,0.00047986186,0.0034071517,0.00011727076,0.004801817,0.000007420342,0.000019498071,0.00022059437],"genre_scores_gemma":[0.9981418,0.00007654373,0.0007327664,0.000012821826,0.000036735175,0.0008495279,0.0000108383065,0.000013559656,0.00012538633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996963,0.0013159614,0.0006823906,0.00027894176,0.0004605562,0.00029913202],"domain_scores_gemma":[0.97161365,0.027806861,0.00012667404,0.0002960836,0.00009189238,0.00006486003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046724933,0.00008166994,0.00020202521,0.00018707827,0.00038845759,0.000009165651,0.00020011076,0.00001641938,0.0000037409693],"category_scores_gemma":[0.0015143133,0.000047263242,0.00007664105,0.0005603706,0.00024657632,0.00016509941,0.000089697816,0.00036697902,0.0000010676982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024497986,0.0005824727,0.9471517,0.0006047274,0.000041776006,2.6563896e-7,0.008042921,0.00017033532,0.000101866244,0.0011005428,0.000012510056,0.03974105],"study_design_scores_gemma":[0.00319082,0.0029105681,0.97507685,0.00021412905,0.00003206651,5.612952e-9,0.012460542,0.0035655478,0.0000025484264,0.0022692622,0.00022942208,0.00004823118],"about_ca_topic_score_codex":0.0002390979,"about_ca_topic_score_gemma":0.0016067432,"teacher_disagreement_score":0.03969282,"about_ca_system_score_codex":0.000015064815,"about_ca_system_score_gemma":0.00012475668,"threshold_uncertainty_score":0.2987741},"labels":[],"label_agreement":null},{"id":"W4383302286","doi":"10.1007/s00455-023-10602-0","title":"Predictors of Swallowing-Related Quality of Life in United States Veterans with Dysphagia","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St Mary's Hospital Centre","funders":"National Institutes of Health","keywords":"Swallowing; Dysphagia; Medicine; Quality of life (healthcare); Otorhinolaryngology; Physical therapy; Population; Multivariate analysis; Internal medicine; Surgery; Environmental health","score_opus":0.05029580490842148,"score_gpt":0.3860342664462022,"score_spread":0.3357384615377807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383302286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135864,0.00009742093,0.00017570029,0.000506894,0.00073354045,0.0012298367,0.000096179225,0.00027949404,0.005522315],"genre_scores_gemma":[0.99460536,0.00016166292,0.00021777829,0.00031329552,0.000027879376,0.00013541171,0.00057796267,0.000055854125,0.003904795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956659,0.0008083558,0.0017350551,0.0004036744,0.0006544922,0.00073248654],"domain_scores_gemma":[0.997424,0.0008743365,0.0007088345,0.0005512702,0.00024859613,0.00019294517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021164324,0.00028763752,0.00078744837,0.0007741713,0.00014903814,0.0000066917455,0.00037328285,0.0002229248,0.0006616611],"category_scores_gemma":[0.00026784078,0.00024177827,0.00009094339,0.0026303479,0.00015833022,0.00020931181,0.00019895365,0.00055761676,0.0001616749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051453523,0.00024151988,0.97533876,0.0013093739,0.0007468142,0.000026688374,0.009201538,0.0022302808,0.00045887858,0.0036836576,0.0060526207,0.00019536365],"study_design_scores_gemma":[0.005846258,0.00034278864,0.9773465,0.0005589485,0.00012424044,1.638781e-7,0.008754098,0.002547744,0.00013650345,0.0003945184,0.0036282311,0.00032001184],"about_ca_topic_score_codex":0.0035844562,"about_ca_topic_score_gemma":0.0005809509,"teacher_disagreement_score":0.0053317226,"about_ca_system_score_codex":0.000107624284,"about_ca_system_score_gemma":0.0002922438,"threshold_uncertainty_score":0.9859432},"labels":[],"label_agreement":null},{"id":"W4383481783","doi":"10.1007/s00405-023-08114-6","title":"The effects of endoscope placement in the hypopharynx on swallowing-related measures in healthy adults","year":2023,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Endoscope; Swallowing; Masticatory force; Mastication; Bolus (digestion); Medicine; Pharynx; Repeated measures design; Nuclear medicine; Surgery; Dentistry; Mathematics","score_opus":0.020905253232793092,"score_gpt":0.33625188076067614,"score_spread":0.31534662752788306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383481783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909098,0.00057451084,0.000037304337,0.0029145486,0.0010640366,0.0032443812,0.000011411541,0.00008657418,0.10115741],"genre_scores_gemma":[0.99575937,0.0013630922,0.00009777154,0.0012849809,0.000062563406,0.00024647138,0.000049755286,0.000052918534,0.0010830555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903895,0.0067286794,0.0011647502,0.0004548814,0.0004150303,0.0008471111],"domain_scores_gemma":[0.99300164,0.0057111266,0.0004506385,0.00072640216,0.000025440126,0.000084767686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002802512,0.00027887625,0.0004972797,0.00051358814,0.0003425061,0.000008034004,0.0010035661,0.00006175894,0.00003945857],"category_scores_gemma":[0.0007871099,0.000178619,0.00013039977,0.00056806585,0.00018713083,0.00006443483,0.0005447183,0.00092039467,0.0003517268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03702253,0.0057772193,0.33116522,0.010279947,0.0021576802,0.0034651253,0.2466978,0.001947737,0.04649771,0.14669076,0.08789984,0.080398425],"study_design_scores_gemma":[0.009140511,0.004091409,0.9584302,0.0014120011,0.000057361292,0.0000016797726,0.0043755863,0.000457034,0.0003556069,0.0010089715,0.020386694,0.00028297366],"about_ca_topic_score_codex":0.00023007671,"about_ca_topic_score_gemma":0.0003987866,"teacher_disagreement_score":0.627265,"about_ca_system_score_codex":0.000050093164,"about_ca_system_score_gemma":0.00011350226,"threshold_uncertainty_score":0.7283871},"labels":[],"label_agreement":null},{"id":"W4384024975","doi":"10.1044/2023_ajslp-22-00380","title":"The Adverse Effects and Events of Thickened Liquid Use in Adults: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; McMaster University","funders":"","keywords":"Adverse effect; Psychology; Medicine; Internal medicine","score_opus":0.03319707498499025,"score_gpt":0.42738549408462895,"score_spread":0.3941884190996387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384024975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018380061,0.9932673,0.000023129076,0.0001459165,0.0005850533,0.004036463,0.000018758017,0.000019193765,0.000066153516],"genre_scores_gemma":[0.00010761426,0.99812204,0.00039236876,0.00043032016,0.000104193714,0.00028783866,0.000011462101,0.00006682214,0.00047734208],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9905527,0.0052817115,0.002949638,0.00028512525,0.00041352815,0.00051727786],"domain_scores_gemma":[0.9882406,0.004706425,0.006128269,0.00060785946,0.00018570488,0.00013111753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048537147,0.00040107616,0.004487616,0.00048199398,0.00012363447,0.000005083015,0.0006119282,0.00017557852,0.000016210754],"category_scores_gemma":[0.0030069158,0.00022991111,0.0004402437,0.00080201187,0.00023670118,0.0001117542,0.0003501695,0.0012687084,0.00005580724],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007334502,0.000043450527,0.00006705155,0.916106,0.0004686337,0.0017698634,0.0012403171,5.6102497e-8,7.074949e-7,0.00007147024,0.00022148984,0.07993763],"study_design_scores_gemma":[0.0006678942,0.0010507826,0.00009309416,0.9822921,0.003107167,0.00024797206,0.0050019184,7.2199197e-7,1.7489941e-7,0.000014780667,0.007297573,0.00022579043],"about_ca_topic_score_codex":0.00010116061,"about_ca_topic_score_gemma":0.00014234622,"teacher_disagreement_score":0.07971184,"about_ca_system_score_codex":0.00018374894,"about_ca_system_score_gemma":0.00038562826,"threshold_uncertainty_score":0.93755025},"labels":[],"label_agreement":null},{"id":"W4384120612","doi":"10.1097/mpg.0000000000003882","title":"Pediatric Aerodigestive Medicine: Advancing Collaborative Care for Children With Oropharyngeal Dysphagia","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Multidisciplinary approach; Specialty; Dysphagia; Pediatric gastroenterology; MEDLINE; Intensive care medicine; Hepatology; Pediatrics; Family medicine; Internal medicine; Surgery","score_opus":0.012427782800256753,"score_gpt":0.3366654549985116,"score_spread":0.32423767219825483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384120612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922251,0.0015809812,0.0017057218,0.0020937426,0.0008651355,0.0013668253,0.000057692083,0.00004234129,0.000062445324],"genre_scores_gemma":[0.9822565,0.01025676,0.0022282929,0.0005074562,0.004327785,0.00019042444,0.00012523551,0.000029095185,0.00007847875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980966,0.00029037078,0.00062496343,0.00022315902,0.0002482571,0.0005166374],"domain_scores_gemma":[0.99782604,0.0003498817,0.00081332703,0.00008958128,0.000716258,0.00020489022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000701925,0.00018969804,0.00046863087,0.00060022617,0.00047051458,0.000007072973,0.00012745443,0.00012348552,0.00004049249],"category_scores_gemma":[0.00014608364,0.00014222325,0.000052363364,0.00050963,0.00006052313,0.00027887378,0.000057543166,0.0004409661,0.0000069484386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019646154,0.000086319655,0.9284745,0.00048298232,0.00013930108,0.000028259536,0.0014757557,0.000015353382,0.0000136894405,0.00006429119,0.06706744,0.00018748778],"study_design_scores_gemma":[0.013943268,0.008904988,0.96602726,0.000080720594,0.0012275038,0.000026027075,0.008390216,0.000014014703,0.0000031211011,0.00024218005,0.0010204198,0.000120277495],"about_ca_topic_score_codex":0.000005841014,"about_ca_topic_score_gemma":0.00004473996,"teacher_disagreement_score":0.06604702,"about_ca_system_score_codex":0.00010142418,"about_ca_system_score_gemma":0.00016550047,"threshold_uncertainty_score":0.5799695},"labels":[],"label_agreement":null},{"id":"W4384911917","doi":"10.2196/46252","title":"Validation of a Geriatric Bedside Swallowing Screen (GEBS): Protocol of a Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Gold standard (test); Cohort; Population; Aspiration pneumonia; Prospective cohort study; Physical therapy; Emergency department; Geriatrics; Sarcopenia; Oropharyngeal dysphagia; Emergency medicine; Intensive care medicine; Pneumonia; Surgery; Internal medicine; Nursing","score_opus":0.28014100044258194,"score_gpt":0.6338965754636028,"score_spread":0.35375557502102084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384911917","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05538878,1.4043452e-7,0.00004718809,0.000114025635,0.000012736147,0.92574924,0.000012002107,0.00018001755,0.018495882],"genre_scores_gemma":[0.056581624,1.787885e-7,0.0002080148,0.0000077739605,0.000116956224,0.9365026,0.000017538767,0.00004975753,0.006515565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99268746,0.002443302,0.0011862717,0.0005847266,0.002156179,0.00094204873],"domain_scores_gemma":[0.9966923,0.00064700533,0.0005074307,0.0008405385,0.0011664737,0.0001462263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010561048,0.00020999089,0.00055140647,0.0010241095,0.00055045175,0.000031449126,0.000620492,0.00014844367,0.00061390083],"category_scores_gemma":[0.0005069114,0.00017868029,0.00010782634,0.0031017181,0.0001179134,0.00034377346,0.0010557,0.0008426652,0.00033662198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093612366,0.0016654647,0.9696666,0.0027869227,0.00018709939,0.000016436768,0.0027202966,0.000010324144,0.0030520193,0.0013363797,0.016877534,0.00074479845],"study_design_scores_gemma":[0.0073207514,0.0033521613,0.95815665,0.001771098,0.000016797912,1.1254488e-7,0.0050312122,0.00008629033,0.0032840138,0.0014548686,0.019310152,0.00021592418],"about_ca_topic_score_codex":0.0003245783,"about_ca_topic_score_gemma":0.00004143536,"teacher_disagreement_score":0.011980317,"about_ca_system_score_codex":0.0003056743,"about_ca_system_score_gemma":0.00074046705,"threshold_uncertainty_score":0.72863704},"labels":[],"label_agreement":null},{"id":"W4385254325","doi":"10.1016/j.gie.2023.07.032","title":"Development and initial validation of a video-based peroral endoscopic myotomy assessment tool","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Generalizability theory; Myotomy; Medicine; Reliability (semiconductor); Inter-rater reliability; Delphi; Task (project management); Delphi method; Medical physics; Surgery; Computer science; Artificial intelligence; Psychology; Achalasia; Rating scale","score_opus":0.057126520528895934,"score_gpt":0.40920170311609694,"score_spread":0.352075182587201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385254325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531925,0.0000064322326,0.03864071,0.00062308664,0.00037464165,0.0011974224,0.000018047669,0.00030207328,0.0056451345],"genre_scores_gemma":[0.7697894,0.0000032149123,0.22870302,0.00019764125,0.00008701787,0.0004255954,0.00015127391,0.000029392051,0.00061341596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739665,0.00032131976,0.0007729243,0.00037969492,0.00049235066,0.00063703797],"domain_scores_gemma":[0.9984743,0.00063079665,0.000348727,0.0002586602,0.00015703573,0.00013050796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011355528,0.00024855818,0.0003462028,0.00031789293,0.000381839,0.000022459999,0.00017715651,0.000050237853,0.0004251372],"category_scores_gemma":[0.0001986453,0.00023814834,0.00005233797,0.0003874786,0.00008233424,0.00017297296,0.00023993345,0.00033865485,0.00016481563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003267703,0.00024035826,0.95692164,0.0013306151,0.00008473764,0.000093574134,0.0010569607,0.00015143471,0.02406623,0.0066272886,0.004540874,0.004559531],"study_design_scores_gemma":[0.009267069,0.001076891,0.949785,0.002696275,0.00017150752,0.000007029935,0.0053798263,0.006385395,0.010055231,0.0006168998,0.013936756,0.00062211434],"about_ca_topic_score_codex":0.000056686713,"about_ca_topic_score_gemma":0.000018291652,"teacher_disagreement_score":0.19006231,"about_ca_system_score_codex":0.00018392685,"about_ca_system_score_gemma":0.00073622965,"threshold_uncertainty_score":0.97114074},"labels":[],"label_agreement":null},{"id":"W4385264467","doi":"10.1177/15269248231189861","title":"Changes in Functional Outcomes After an Inpatient Rehabilitation Program for Solid-Organ Transplant Recipients","year":2023,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto; McGill University Health Centre; Sunnybrook Health Science Centre; Queen's University; Health Sciences Centre; McGill University","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Functional Independence Measure; Quality of life (healthcare); Berg Balance Scale; Physical medicine and rehabilitation; Nursing","score_opus":0.04741149127853024,"score_gpt":0.43148176117354925,"score_spread":0.384070269895019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385264467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065727,0.00002565055,0.0007886971,0.001982155,0.0009065363,0.0051218746,0.000117153475,0.00029849543,0.000102139595],"genre_scores_gemma":[0.9759683,0.00013698597,0.002743235,0.00016523426,0.00006597756,0.01897222,0.0017422927,0.000035641846,0.00017011538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781936,0.0002863455,0.00057955703,0.00041837426,0.00034619332,0.00055017864],"domain_scores_gemma":[0.9991884,0.00036688935,0.00012645684,0.00016286073,0.00008498219,0.00007038592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009492743,0.00019164685,0.0002478115,0.0005873029,0.00015997193,0.000018337823,0.00010914766,0.00015062522,0.0000709147],"category_scores_gemma":[0.000019774352,0.00017678199,0.00004850081,0.0005383137,0.00004611009,0.00033379268,0.000012500776,0.00021683135,0.000033298275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009875341,0.00045598185,0.9461945,0.00088294706,0.000020983305,0.000013682996,0.014623387,0.00007542594,0.000010577981,0.000563501,0.00005542267,0.03611604],"study_design_scores_gemma":[0.00337115,0.00041928375,0.9909403,0.00045602754,0.00004421883,2.4492877e-7,0.0012470754,0.0021199505,0.000021728265,0.0007477445,0.00043924176,0.00019303523],"about_ca_topic_score_codex":0.00003347109,"about_ca_topic_score_gemma":0.006066235,"teacher_disagreement_score":0.044745784,"about_ca_system_score_codex":0.00016513832,"about_ca_system_score_gemma":0.000057224814,"threshold_uncertainty_score":0.72089607},"labels":[],"label_agreement":null},{"id":"W4385268093","doi":"10.1044/2023_ajslp-22-00177","title":"Amyotrophic Lateral Sclerosis–Bulbar Dysfunction Index–Remote: Test–Retest and Interrater Reliability of Candidate Items","year":2023,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Public Health Ontario; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Inter-rater reliability; Amyotrophic lateral sclerosis; Audiology; Kappa; Psychology; Reliability (semiconductor); Cohen's kappa; Physical medicine and rehabilitation; Medicine; Disease; Computer science; Developmental psychology; Pathology; Rating scale","score_opus":0.02003468847080045,"score_gpt":0.34244581426066534,"score_spread":0.32241112578986486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385268093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586564,0.000095380754,0.00071263965,0.0014937163,0.00094272324,0.00030505998,0.000022904587,0.000055096796,0.0005068252],"genre_scores_gemma":[0.9964509,0.0003550907,0.0013696783,0.00058275025,0.0002824424,0.000007406444,0.000015315429,0.000033257336,0.00090315327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973884,0.00055341574,0.0009879188,0.00028071576,0.00028718414,0.00050232385],"domain_scores_gemma":[0.9976917,0.0004089737,0.0011485615,0.0003347359,0.00025348214,0.00016256727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015389009,0.00021234388,0.0006579302,0.00046719084,0.00015573051,0.00001262746,0.00023358387,0.00011247377,0.00026084445],"category_scores_gemma":[0.0003791479,0.00016888948,0.00009845446,0.0005711149,0.0004297184,0.00019167954,0.0002409329,0.0007184052,0.000060840095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000516871,0.00013404187,0.803701,0.0002656049,0.00014531414,0.00096431037,0.011491145,0.000045649685,0.06460933,0.00004088289,0.0033819552,0.11470394],"study_design_scores_gemma":[0.0022960724,0.0026095777,0.97584367,0.0004105917,0.0001573108,0.00015220954,0.015370337,0.00072891416,0.0006993428,0.00042720116,0.0010092764,0.00029550082],"about_ca_topic_score_codex":0.0006427401,"about_ca_topic_score_gemma":0.000101220816,"teacher_disagreement_score":0.1721427,"about_ca_system_score_codex":0.00011307073,"about_ca_system_score_gemma":0.00012091193,"threshold_uncertainty_score":0.68871135},"labels":[],"label_agreement":null},{"id":"W4385428462","doi":"10.1002/lio2.1128","title":"Late laryngeal dysfunction in head and neck cancer survivors","year":2023,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Swallowing; Larynx; Cohort; Head and neck cancer; Radiation therapy; Laryngectomy; Cohort study; Cancer; Laryngoscopy; Internal medicine; Surgery; Intubation","score_opus":0.05656993209563756,"score_gpt":0.37954401837722035,"score_spread":0.3229740862815828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385428462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97405773,0.00032572515,0.000027508722,0.0073972684,0.0013769281,0.0015979467,0.000035345343,0.00040710566,0.01477443],"genre_scores_gemma":[0.9703934,0.0013975836,0.0005725803,0.007943478,0.00031658544,0.0020296418,0.0002349475,0.000106534055,0.01700524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996201,0.0010777137,0.0006743227,0.00072070886,0.00025852412,0.0010677472],"domain_scores_gemma":[0.9986321,0.00043791905,0.0002484816,0.00031109242,0.00009818023,0.00027228045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010384872,0.00035247553,0.00059346325,0.0005556372,0.0004998636,0.000019131796,0.00022694089,0.00035446614,0.00065554434],"category_scores_gemma":[0.00019540885,0.00033592276,0.000051079154,0.001323837,0.00040112334,0.0004373468,0.00050692057,0.0009652905,0.0008784003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007451155,0.000046574227,0.97848666,0.00028422973,0.000091458416,0.00010517183,0.0024745257,0.000045097546,0.0021383676,0.008573142,0.0071242834,0.0005559656],"study_design_scores_gemma":[0.0020966004,0.00018039808,0.94854814,0.0002879851,0.000036681336,0.0000011997279,0.00075422146,0.0016255067,0.0001148889,0.0053242804,0.04071008,0.00032001705],"about_ca_topic_score_codex":0.00779406,"about_ca_topic_score_gemma":0.038980607,"teacher_disagreement_score":0.033585794,"about_ca_system_score_codex":0.00019722538,"about_ca_system_score_gemma":0.00026592638,"threshold_uncertainty_score":0.9999093},"labels":[],"label_agreement":null},{"id":"W4385718734","doi":"10.1055/s-0043-1771468","title":"The Role of Helicobacter pylori and Small Intestinal Bacterial Overgrowth in Parkinson's Disease","year":2023,"lang":"en","type":"review","venue":"Seminars in Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Small intestinal bacterial overgrowth; Medicine; Helicobacter pylori; Parkinson's disease; Disease; Etiology; Pathogenesis; Proinflammatory cytokine; Gastroenterology; Gastrointestinal tract; Helicobacter; Internal medicine; Inflammation; Irritable bowel syndrome","score_opus":0.04745940446049167,"score_gpt":0.3776515528085553,"score_spread":0.3301921483480636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385718734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013346425,0.97964776,0.0000010808805,0.00052618806,0.0022991924,0.0024583703,0.000049872633,0.00005511642,0.0016159691],"genre_scores_gemma":[0.00048712495,0.997526,0.000020917718,0.00016533339,0.00023091037,0.00076342234,0.00006411448,0.0000630723,0.00067909074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627495,0.0014451,0.0009854166,0.0005135476,0.00013677581,0.00064419187],"domain_scores_gemma":[0.9964189,0.0025013164,0.0005165506,0.0004296655,0.00002601505,0.00010753519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010100765,0.00032937396,0.001020506,0.000333867,0.0001253157,0.000011191556,0.00043529418,0.0003074101,0.00004383749],"category_scores_gemma":[0.00041860275,0.00024166387,0.00010998396,0.00037394877,0.00014837894,0.000040702176,0.0008541351,0.0011902106,0.00004430594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008347331,0.00016656244,0.07123507,0.017225105,0.000117468626,0.00046285213,0.00041584813,7.079196e-7,0.0000022744746,0.006592121,0.002171046,0.9007762],"study_design_scores_gemma":[0.00036425114,0.00016574704,0.010074847,0.0044889925,0.00013558134,0.0000027832855,0.000060789152,0.00001723191,5.441082e-8,0.0012829762,0.9832451,0.00016164347],"about_ca_topic_score_codex":0.00010314528,"about_ca_topic_score_gemma":0.00075942156,"teacher_disagreement_score":0.98107404,"about_ca_system_score_codex":0.000064168664,"about_ca_system_score_gemma":0.0003172077,"threshold_uncertainty_score":0.98547673},"labels":[],"label_agreement":null},{"id":"W4385727676","doi":"10.1055/s-0043-1771470","title":"Gastrointestinal Dysfunction in Stroke","year":2023,"lang":"en","type":"review","venue":"Seminars in Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Gut–brain axis; Dysbiosis; Gut flora; Dysphagia; Gastrointestinal tract; Proinflammatory cytokine; Constipation; Ischemic stroke; Central nervous system; Internal medicine; Bioinformatics; Immunology; Inflammation; Surgery; Ischemia","score_opus":0.09902654123774395,"score_gpt":0.4497139679859937,"score_spread":0.35068742674824976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021967285,0.9732975,0.000043015265,0.00051364093,0.0040512774,0.0034418863,0.000034409237,0.00025003642,0.018148605],"genre_scores_gemma":[0.000007386287,0.98399293,0.00011305012,0.00043815895,0.00021582251,0.0010738844,0.00011340451,0.00008777745,0.013957567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956795,0.0014349602,0.001156218,0.00064590503,0.00018675593,0.00089666847],"domain_scores_gemma":[0.9976338,0.0014051468,0.00045107276,0.00041940252,0.000022605207,0.00006796392],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011708277,0.00036719357,0.001337781,0.0010375697,0.00009463757,0.000005327432,0.0003656038,0.00034200467,0.00030086044],"category_scores_gemma":[0.00029209134,0.00034400632,0.00014600165,0.00070225296,0.00005220051,0.00005490455,0.00048219573,0.0026897772,0.001412597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012702464,0.00023004621,0.021922661,0.038784534,0.00006814508,0.003832284,0.00019349047,0.000019666455,5.0411256e-7,0.0025483286,0.059626114,0.8726472],"study_design_scores_gemma":[0.000462666,0.00027367155,0.000885391,0.012264294,0.00009279673,0.000036229758,0.00007500806,0.000035157987,3.900832e-9,0.0002012337,0.9854863,0.00018723083],"about_ca_topic_score_codex":0.00010467128,"about_ca_topic_score_gemma":0.00088382425,"teacher_disagreement_score":0.9258602,"about_ca_system_score_codex":0.00021802961,"about_ca_system_score_gemma":0.0003251481,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W4385805542","doi":"10.3390/healthcare11162283","title":"Strategies of Screening and Treating Post-Extubation Dysphagia: An Overview of the Situation in Greek-Cypriot ICUs","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Cyprus University of Technology","keywords":"Medicine; Dysphagia; Observational study; Swallowing; Intensive care; Critically ill; Intensive care medicine; MEDLINE; Protocol (science); Emergency medicine; Alternative medicine; Surgery","score_opus":0.1737554442352375,"score_gpt":0.48009389606096753,"score_spread":0.30633845182573005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385805542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911683,0.0007327937,0.00010384278,0.0048280642,0.00018655084,0.0011623764,0.000026979891,0.000055606917,0.0017354739],"genre_scores_gemma":[0.99853677,0.00054486195,0.00029782404,0.000211705,0.000035340156,0.000064209,0.00006737935,0.000013261768,0.00022863351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998262,0.00051066687,0.00053742697,0.00017983095,0.00025094528,0.0002591129],"domain_scores_gemma":[0.9990016,0.00019473178,0.00035057124,0.00023197054,0.00017437946,0.00004675305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008592006,0.00009637102,0.00021782889,0.00015469675,0.00025437088,0.000007200099,0.00010456962,0.00009573507,0.000038234273],"category_scores_gemma":[0.00007059152,0.00007486659,0.000028130751,0.0005530551,0.000030188674,0.00026533654,0.00012243085,0.00022232012,0.000003828018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063986205,0.000067365516,0.7686229,0.005921187,0.00004070281,0.000007989803,0.022324568,0.00024769275,0.0009502841,0.07415459,0.0002992317,0.1272995],"study_design_scores_gemma":[0.00056409906,0.00013457349,0.94583523,0.0007469339,0.000016872631,3.8329267e-7,0.048374545,0.0024703601,0.000022650314,0.0016060413,0.00016660856,0.000061710416],"about_ca_topic_score_codex":0.0061092936,"about_ca_topic_score_gemma":0.014761274,"teacher_disagreement_score":0.17721231,"about_ca_system_score_codex":0.000060731596,"about_ca_system_score_gemma":0.00021583824,"threshold_uncertainty_score":0.9235465},"labels":[],"label_agreement":null},{"id":"W4385910536","doi":"10.1044/2023_jslhr-23-00209","title":"Profiling Number of Swallows per Bolus and Residue in Individuals With Amyotrophic Lateral Sclerosis","year":2023,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Canada Research Chairs; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; McKnight Foundation; National Institute on Aging; ALS Association","keywords":"Swallowing; Dysphagia; Bolus (digestion); Medicine; Amyotrophic lateral sclerosis; Nuclear medicine; Internal medicine; Surgery; Disease","score_opus":0.11390817756404781,"score_gpt":0.4658815536572525,"score_spread":0.35197337609320467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385910536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959691,0.00028197854,0.0000030693425,0.0012673611,0.00004864147,0.0003610753,0.0000027612907,0.000011361672,0.0020546524],"genre_scores_gemma":[0.9937278,0.00084275194,0.002393947,0.00004900625,0.00015108247,0.000013222335,0.0000023674725,0.00001904448,0.0028007885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797183,0.0003015626,0.0004493974,0.00015117078,0.00065458333,0.00047146625],"domain_scores_gemma":[0.99908954,0.0003229668,0.00014613304,0.0001298834,0.00019579969,0.000115701994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042688358,0.00008822477,0.0002930733,0.0005633644,0.00021178083,0.000036421912,0.0001255797,0.00008802322,0.00015230569],"category_scores_gemma":[0.00011157818,0.0000636334,0.000024331324,0.0004735317,0.000076268625,0.0002012774,0.00028663682,0.0009857,0.000019982486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010715923,0.00003330587,0.9834753,0.00044123782,0.000056381967,0.0001966425,0.006706154,0.000004024287,0.004421308,0.00028544018,0.0006162378,0.003656787],"study_design_scores_gemma":[0.0016086766,0.0001872299,0.9804389,0.0011080301,0.000017066752,0.000015021268,0.01534213,0.000046027515,0.0005277487,0.00030072726,0.00032887002,0.00007958679],"about_ca_topic_score_codex":0.0006776188,"about_ca_topic_score_gemma":0.0002079605,"teacher_disagreement_score":0.008635976,"about_ca_system_score_codex":0.000062291394,"about_ca_system_score_gemma":0.00015644387,"threshold_uncertainty_score":0.4282431},"labels":[],"label_agreement":null},{"id":"W4386142284","doi":"10.1186/s12903-023-03305-3","title":"Association between oral hypofunction and general health: a systematic review","year":2023,"lang":"en","type":"review","venue":"BMC Oral Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Faculty of Medicine, Chulalongkorn University; Chulalongkorn University","keywords":"Medicine; Quality of life (healthcare); Oral hygiene; Population; Gerontology; Dentistry; Environmental health","score_opus":0.37852759995701585,"score_gpt":0.5555557107881142,"score_spread":0.17702811083109832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386142284","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010345387,0.97732085,0.00032086036,0.0013782106,0.0016733049,0.01843569,0.00018328615,0.00044581358,0.00024093573],"genre_scores_gemma":[2.0270777e-7,0.95501614,0.0007871122,0.004175462,0.0006476831,0.0026414804,0.0013527364,0.00014329194,0.035235897],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853174,0.007972903,0.0037749547,0.00077187247,0.00081458734,0.0013483],"domain_scores_gemma":[0.9923161,0.0013529367,0.0050123483,0.00066358806,0.00013536782,0.00051964016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012280285,0.0006470366,0.0065029445,0.0003665271,0.0010140684,0.000041240557,0.00029707575,0.00047529372,0.00009189856],"category_scores_gemma":[0.0005871366,0.0005035832,0.00041679887,0.000930829,0.000017567698,0.00016886272,0.00032743393,0.0012359115,0.001682965],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012110204,0.000017765315,0.0005535389,0.8307634,0.00033012588,7.690062e-7,0.000031113294,2.6930161e-8,1.7529328e-10,0.0003703414,0.13292918,0.03500256],"study_design_scores_gemma":[0.00023802006,0.00012346295,0.00022712386,0.4781293,0.0017873576,7.3334905e-7,0.00005179321,0.0000060534467,1.5372098e-10,0.00005727017,0.5191371,0.00024182496],"about_ca_topic_score_codex":0.0014081887,"about_ca_topic_score_gemma":0.0036751276,"teacher_disagreement_score":0.38620788,"about_ca_system_score_codex":0.0040245266,"about_ca_system_score_gemma":0.0030327581,"threshold_uncertainty_score":0.99979883},"labels":[],"label_agreement":null},{"id":"W4386447025","doi":"10.1044/2023_jslhr-23-00246","title":"Reference Values for Videofluoroscopic Measures of Swallowing: An Update","year":2023,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Hospital for Sick Children; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Medicine; Percentile; Audiology; Physical medicine and rehabilitation; Physical therapy; Statistics; Surgery; Mathematics","score_opus":0.3455916987145493,"score_gpt":0.560079252476095,"score_spread":0.2144875537615457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386447025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99556315,0.00046791116,0.00018350205,0.0011053568,0.00019234564,0.00042725282,0.000004780161,0.000024875844,0.0020307996],"genre_scores_gemma":[0.9904015,0.00097095233,0.0030658087,0.00007525127,0.00039320285,0.000019468536,0.0000072378734,0.000020730102,0.0050458275],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979368,0.0003047361,0.00047821572,0.00014223724,0.00068097544,0.00045705418],"domain_scores_gemma":[0.99843067,0.00052149827,0.00016190807,0.00019636893,0.0005435392,0.00014600057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071775448,0.000078105135,0.00027435867,0.00049362757,0.00037249996,0.000031014566,0.0002445271,0.00008447929,0.00010271954],"category_scores_gemma":[0.00047081165,0.00006012441,0.000047841746,0.00031383854,0.000054908793,0.0002465324,0.00019584878,0.0006121823,0.000020225245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014612803,0.0004284191,0.23667765,0.0054461868,0.0007255953,0.00058049866,0.04739284,0.000040154406,0.30738273,0.015270266,0.07552739,0.30906698],"study_design_scores_gemma":[0.010327489,0.00570822,0.5469274,0.004957451,0.00029870038,0.000024416024,0.22633623,0.0010486762,0.045577403,0.027826289,0.13018827,0.00077945634],"about_ca_topic_score_codex":0.00022930787,"about_ca_topic_score_gemma":0.00005969653,"teacher_disagreement_score":0.31024975,"about_ca_system_score_codex":0.000058086218,"about_ca_system_score_gemma":0.00020298811,"threshold_uncertainty_score":0.28650063},"labels":[],"label_agreement":null},{"id":"W4386863997","doi":"10.1089/neu.2022.0418","title":"Adaptation and Validation of the Standardized Swallowing Assessment Tool for Patients With Moderate-Severe Traumatic Brain Injury and Cervical Spinal Cord Injury","year":2023,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Rimouski; Université Laval; Quebec Network for Research on Aging; McGill University; The Quebec Population Health Research Network","funders":"","keywords":"Inter-rater reliability; Dysphagia; Swallowing; Physical therapy; Medicine; Spinal cord injury; Content validity; Concurrent validity; Glasgow Coma Scale; Traumatic brain injury; Reliability (semiconductor); Physical medicine and rehabilitation; Kappa; Rehabilitation; Cervical vertebrae; Rating scale; Psychometrics; Psychology; Spinal cord; Clinical psychology; Surgery; Psychiatry","score_opus":0.10013445027088538,"score_gpt":0.4289435360619388,"score_spread":0.3288090857910534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386863997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190587,0.000006834306,0.004656738,0.0016811285,0.00035634896,0.0012724992,0.000029416555,0.000014159483,0.00007700686],"genre_scores_gemma":[0.9977369,0.000029831703,0.0017094803,0.00029814072,0.000053078606,0.000042604734,0.000007064541,0.000020366919,0.00010258023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981939,0.00031734724,0.00065200543,0.00013697825,0.0004976761,0.00020205273],"domain_scores_gemma":[0.9985937,0.00030855957,0.00063010457,0.0001195216,0.000286999,0.000061144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091224286,0.00012597867,0.00029207335,0.00013796383,0.00031005839,0.000032629112,0.0001044647,0.00005609596,0.000015666305],"category_scores_gemma":[0.0001243791,0.000081787366,0.00006026886,0.00019591852,0.000040572213,0.0003287135,0.00007372983,0.0002851739,5.048346e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05462095,0.001348985,0.5231632,0.007146692,0.0014106263,0.000027492735,0.00865215,0.0021582686,0.0040547857,0.008190329,0.02218398,0.3670425],"study_design_scores_gemma":[0.005411483,0.004363925,0.98199743,0.000646092,0.00019067193,0.0000017996995,0.0012877157,0.0035678362,0.0000837248,0.001197868,0.001104102,0.00014732663],"about_ca_topic_score_codex":0.0000040413843,"about_ca_topic_score_gemma":0.000004108847,"teacher_disagreement_score":0.45883423,"about_ca_system_score_codex":0.00006972165,"about_ca_system_score_gemma":0.00016304737,"threshold_uncertainty_score":0.3335192},"labels":[],"label_agreement":null},{"id":"W4386982369","doi":"10.1016/j.identj.2023.07.659","title":"Masticatory performance and quality of life of HK older adults","year":2023,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activities of daily living; Quality of life (healthcare); Masticatory force; Gerontology; Physical therapy; Montreal Cognitive Assessment; Outpatient clinic; Oral health; Disease; Cognitive impairment; Internal medicine; Dentistry","score_opus":0.05615475313269838,"score_gpt":0.43658212973868965,"score_spread":0.38042737660599124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386982369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992497,0.00004065037,0.00020087652,0.0003444158,0.0013536743,0.00011695627,0.00001649719,0.000013264499,0.007988717],"genre_scores_gemma":[0.9971153,0.00031703833,0.00013417422,0.00014869255,0.00015349478,0.0000072836774,0.000009713374,0.0000062892072,0.002107976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987788,0.00008066846,0.00052552164,0.00007760467,0.00041030822,0.00012706613],"domain_scores_gemma":[0.99921757,0.00013904796,0.0003576409,0.00005872125,0.00015259307,0.00007440932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063112524,0.000055790606,0.0001259892,0.00015818076,0.000093908435,0.0000054891298,0.00015751338,0.000034571833,0.00067099434],"category_scores_gemma":[0.00009277277,0.000048286973,0.000040430565,0.00007740333,0.000043461103,0.00015120451,0.00015898654,0.00019430033,0.00006497325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016052891,0.000061679224,0.9858012,0.00021301836,0.00011833561,0.0000029717498,0.00072992046,0.000009399004,0.00039283707,0.0035385939,0.0059707584,0.003000729],"study_design_scores_gemma":[0.0012183153,0.000030520143,0.9938008,0.00026939728,0.0000086256605,0.0000021643627,0.0028444524,0.00056581595,0.000056463967,0.000100193065,0.0010587523,0.0000444877],"about_ca_topic_score_codex":0.000028330422,"about_ca_topic_score_gemma":0.000013380157,"teacher_disagreement_score":0.007999584,"about_ca_system_score_codex":0.000046802263,"about_ca_system_score_gemma":0.000066644905,"threshold_uncertainty_score":0.73469174},"labels":[],"label_agreement":null},{"id":"W4387004669","doi":"10.1016/j.nmd.2023.09.001","title":"Introducing the Dysphagiameter: a novel patient-reported outcome measure for evaluating dysphagia in oculopharyngeal muscular dystrophy - from conceptual framework to initial development","year":2023,"lang":"en","type":"article","venue":"Neuromuscular Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Université Laval; Cégep de Jonquière; Centre for Interdisciplinary Research in Rehabilitation; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Dysphagia; Rasch model; Patient-reported outcome; Swallowing; Medicine; Physical therapy; International Classification of Functioning, Disability and Health; Focus group; Physical medicine and rehabilitation; Clinical psychology; Psychology; Rehabilitation; Developmental psychology; Nursing; Quality of life (healthcare); Surgery","score_opus":0.09893132791205272,"score_gpt":0.4132857732422261,"score_spread":0.31435444533017337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387004669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92849636,0.00012716923,0.05610907,0.0039575337,0.0033789314,0.0071769063,0.000057437264,0.00039452055,0.00030209118],"genre_scores_gemma":[0.96688116,0.00001216969,0.023930058,0.0040439977,0.0003133629,0.0041765687,0.00030546685,0.00017073593,0.00016650975],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9934371,0.00079933094,0.0017688295,0.0012693901,0.0013026899,0.001422619],"domain_scores_gemma":[0.99647135,0.0014952092,0.0005018131,0.00103137,0.00024475247,0.000255515],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002307173,0.0005667297,0.0007327277,0.0004233063,0.0011654131,0.00007356265,0.0007008449,0.00028924964,0.00025702457],"category_scores_gemma":[0.00287886,0.00047395233,0.00027250958,0.0014483912,0.000110065645,0.00023839796,0.0006768075,0.00094520155,0.00024685237],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029057516,0.0022498022,0.31393427,0.0015948013,0.005424251,0.00037944107,0.17694782,0.04115006,0.015550949,0.005267775,0.018809637,0.41578546],"study_design_scores_gemma":[0.023148,0.0018104464,0.7091653,0.0013032147,0.0013244243,0.0000028557197,0.05160179,0.022204218,0.00040247952,0.003678296,0.18196742,0.0033915688],"about_ca_topic_score_codex":0.0004882364,"about_ca_topic_score_gemma":0.00075444725,"teacher_disagreement_score":0.41239387,"about_ca_system_score_codex":0.0003041451,"about_ca_system_score_gemma":0.00043849775,"threshold_uncertainty_score":0.99977124},"labels":[],"label_agreement":null},{"id":"W4387037063","doi":"10.1044/2023_jslhr-22-00741","title":"<b>Factors Influencing Laryngeal Vestibular Closure in Healthy Adults</b>","year":2023,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of South Carolina; National Center for Advancing Translational Sciences; Fondation Pour l'Audition; American Speech-Language-Hearing Foundation; National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Medicine; Normative; Swallowing; Descriptive statistics; Audiology; Statistics; Surgery","score_opus":0.14332004362895487,"score_gpt":0.49863060276602655,"score_spread":0.35531055913707166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387037063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946189,0.00074242556,0.000004038687,0.0023288291,0.00022151238,0.00037697406,0.000002168397,0.000034038338,0.0016711192],"genre_scores_gemma":[0.9973361,0.00075031264,0.0002295082,0.00015442279,0.0004518383,0.000008957777,0.0000047735343,0.00002369305,0.0010403844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971475,0.00045070922,0.00061653723,0.00018562768,0.00081386365,0.0007857549],"domain_scores_gemma":[0.9985088,0.0006706075,0.00015957143,0.00018363334,0.00023922547,0.00023814687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005729341,0.00011471866,0.00032476077,0.0010607574,0.0004060698,0.000036365058,0.00021917807,0.00013690382,0.00013793155],"category_scores_gemma":[0.00047534297,0.00008863971,0.00003984651,0.00090871373,0.000050191753,0.00026156846,0.00031585156,0.0019326073,0.000058721504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005400828,0.00006393516,0.9472554,0.0009646407,0.000050989842,0.0013147148,0.031669453,0.00001952889,0.0012191222,0.0005329961,0.004765014,0.011604166],"study_design_scores_gemma":[0.002060423,0.0009566354,0.89197326,0.0011147306,0.0000112829875,0.0000070899637,0.097684935,0.00012511807,0.0000916,0.00039457317,0.0054547866,0.00012557615],"about_ca_topic_score_codex":0.0013922612,"about_ca_topic_score_gemma":0.0006408057,"teacher_disagreement_score":0.06601548,"about_ca_system_score_codex":0.00023042245,"about_ca_system_score_gemma":0.00037919707,"threshold_uncertainty_score":0.83963245},"labels":[],"label_agreement":null},{"id":"W4387074088","doi":"10.2196/47359","title":"Iterative Patient Testing of a Stimuli-Responsive Swallowing Activity Sensor to Promote Extended User Engagement During the First Year After Radiation: Multiphase Remote and In-Person Observational Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Observational study; Cohort; Swallowing; Cohort study; Psychology; Audiology; Medicine; Physical medicine and rehabilitation; Computer science; Radiology; Internal medicine","score_opus":0.08992543257583437,"score_gpt":0.42263834909181486,"score_spread":0.3327129165159805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387074088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166346,0.0000137794705,0.00004790486,0.0015506522,0.00022958136,0.0063266796,0.000030274163,0.00005078431,0.00008690023],"genre_scores_gemma":[0.99489343,0.00000780561,0.0008943178,0.0003204117,0.000082732,0.002612431,0.000004408235,0.000021897587,0.0011625664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828804,0.00036075004,0.00031188573,0.00035270417,0.00037510472,0.00031150563],"domain_scores_gemma":[0.99895054,0.00045445177,0.00017095609,0.00021670922,0.00014699214,0.00006035702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006833006,0.00015678309,0.00021649641,0.00015703957,0.00041500354,0.000019915906,0.00007924405,0.00004097191,0.00010859734],"category_scores_gemma":[0.000221445,0.00012361493,0.000028826205,0.0005461635,0.00001849518,0.00017830778,0.00020349375,0.0002831004,0.00001563545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064608175,0.00015016954,0.95842534,0.00014822096,0.00013791042,0.000033008517,0.03428379,0.0017553071,0.0009861585,0.000003743843,0.00034882603,0.0030814284],"study_design_scores_gemma":[0.0015460151,0.00013191397,0.9858505,0.00028402766,0.000035507615,5.5240672e-8,0.0065049096,0.0038995903,0.000079617945,0.0000032002815,0.0015362151,0.0001284488],"about_ca_topic_score_codex":0.0003384527,"about_ca_topic_score_gemma":0.0006366752,"teacher_disagreement_score":0.02777888,"about_ca_system_score_codex":0.00038939176,"about_ca_system_score_gemma":0.00011671165,"threshold_uncertainty_score":0.5040871},"labels":[],"label_agreement":null},{"id":"W4387394131","doi":"10.1016/j.nmd.2023.09.010","title":"Emerging and established biomarkers of oculopharyngeal muscular dystrophy","year":2023,"lang":"en","type":"review","venue":"Neuromuscular Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Medicine; Context (archaeology); Pharyngeal muscles; Muscular dystrophy; Clinical trial; Biomarker; Bioinformatics; Muscle biopsy; Oncology; Dysphagia; Internal medicine; Pathology; Biopsy; Radiology; Biology; Genetics","score_opus":0.05129957842287237,"score_gpt":0.4138887471824875,"score_spread":0.36258916875961517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387394131","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020658498,0.98899066,0.0001444691,0.00014989373,0.0017123881,0.003912653,0.000068132664,0.0003041062,0.0045110853],"genre_scores_gemma":[0.000030536616,0.99739635,0.00017710356,0.00007090668,0.00010728029,0.0006140881,0.00026598174,0.0002423014,0.0010954551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950569,0.0011411647,0.0013936601,0.0009387198,0.00061983516,0.0008496843],"domain_scores_gemma":[0.99746424,0.00048636837,0.00087483076,0.0008948184,0.000073274605,0.00020647197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008676299,0.00069251994,0.0021598982,0.0008085957,0.00044011694,0.000028934232,0.0005562551,0.00043122703,0.00021350652],"category_scores_gemma":[0.00019975692,0.0006062567,0.0007753632,0.001238177,0.00015538928,0.00019086455,0.00075239694,0.0006952392,0.00016065092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013783304,0.000099139615,0.00022194686,0.11779198,0.0021509142,0.000054710938,0.00030842057,0.0000028896357,0.0000021549959,0.000911916,0.006422783,0.87201935],"study_design_scores_gemma":[0.0007327394,0.00007310447,0.00032424013,0.005818774,0.0020169138,7.7365905e-7,0.00048540108,0.000031161002,3.5098388e-8,0.00014855548,0.9899065,0.00046180657],"about_ca_topic_score_codex":0.0002447434,"about_ca_topic_score_gemma":0.000089323476,"teacher_disagreement_score":0.98348373,"about_ca_system_score_codex":0.00008582456,"about_ca_system_score_gemma":0.0003095358,"threshold_uncertainty_score":0.99963886},"labels":[],"label_agreement":null},{"id":"W4387446405","doi":"10.1044/2023_persp-23-00076","title":"Surface Electromyography Biofeedback as an Adjuvant to Dysphagia Management: What It Is, What It Is Not, Why You Need It, and How to Get It","year":2023,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biofeedback; Dysphagia; Rehabilitation; Session (web analytics); Electromyography; Medicine; Physical medicine and rehabilitation; Computer science; Physical therapy; Medical physics","score_opus":0.04558406320034679,"score_gpt":0.3702628954254775,"score_spread":0.3246788322251307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387446405","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4620316,0.00047164972,0.00015537535,0.5071264,0.0046423813,0.0041617136,0.00010283576,0.00021352063,0.02109451],"genre_scores_gemma":[0.80493397,0.010461793,0.0012241111,0.10143285,0.002576914,0.00038307413,0.00006903826,0.00024821935,0.07867004],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9951048,0.000525602,0.0007430791,0.001381934,0.0008677466,0.0013768203],"domain_scores_gemma":[0.9970183,0.00026314845,0.00042929917,0.0014096907,0.00036444876,0.0005151217],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001017573,0.0006807995,0.00082002,0.0007309484,0.00084983703,0.0007013348,0.0015846536,0.00024162867,0.0026309092],"category_scores_gemma":[0.0001183389,0.00057901914,0.00034798234,0.0019347791,0.00024180427,0.0022391377,0.0022416408,0.0007717394,0.000978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070652255,0.00030707574,0.0014342287,0.000259557,0.0008917953,0.000024925503,0.086279,0.000011079414,0.0013750277,0.011178381,0.89450425,0.0030281318],"study_design_scores_gemma":[0.001478877,0.00067119446,0.01822432,0.0012620162,0.0002728281,0.0000017314619,0.56876403,0.000089069814,0.0005895124,0.0021752894,0.40577134,0.00069977663],"about_ca_topic_score_codex":0.00032098338,"about_ca_topic_score_gemma":0.0029517044,"teacher_disagreement_score":0.48873293,"about_ca_system_score_codex":0.0004144022,"about_ca_system_score_gemma":0.00007382419,"threshold_uncertainty_score":0.99979985},"labels":[],"label_agreement":null},{"id":"W4387670031","doi":"10.3389/frym.2023.1060635","title":"How Do We Swallow and What Can Go Wrong?","year":2023,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Throat; Surgery","score_opus":0.030879295613348335,"score_gpt":0.343929607631509,"score_spread":0.31305031201816064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387670031","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4708754,0.028456109,0.05243696,0.28554738,0.10012093,0.018625103,0.000434397,0.0025333113,0.040970385],"genre_scores_gemma":[0.2594408,0.007562857,0.006520803,0.0008568203,0.00081890076,0.0016233347,0.0003154658,0.00012404681,0.72273695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998438,0.00007328909,0.00021947257,0.00035713555,0.00022445047,0.0006876745],"domain_scores_gemma":[0.99930215,0.00007526135,0.00011986854,0.00028448284,0.00006299913,0.000155247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048495666,0.00018638058,0.00026826415,0.00021267214,0.00059314835,0.00019638355,0.00018706653,0.00015691794,0.00005214676],"category_scores_gemma":[0.000039854287,0.00017062073,0.00007625129,0.00024742898,0.000052439373,0.000553055,0.00016297169,0.00021029089,0.000060922823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038264418,0.000016050039,0.028121581,0.0002497901,0.00014207639,0.000008175781,0.0042596203,9.769997e-7,0.000032052933,0.0019804875,0.9219327,0.043218248],"study_design_scores_gemma":[0.0013651716,0.0000964285,0.0093351,0.00015745041,0.000108953165,3.686053e-7,0.053241767,0.00070051523,0.00001731006,0.0028368288,0.931901,0.00023915274],"about_ca_topic_score_codex":0.00002440108,"about_ca_topic_score_gemma":0.0001753102,"teacher_disagreement_score":0.68176657,"about_ca_system_score_codex":0.00014993455,"about_ca_system_score_gemma":0.00008729407,"threshold_uncertainty_score":0.69577116},"labels":[],"label_agreement":null},{"id":"W4387733774","doi":"10.14309/01.ajg.0000952056.49537.7d","title":"S604 Outpatient Flexible Endoscopic Diverticulotomy for Management of Zenker’s Diverticulum – A Retrospective Observational Study From Single Center","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Zenker's diverticulum; Retrospective cohort study; Surgery; Endoscopy; Swallowing; Diverticulum (mollusc); Interquartile range; Outpatient clinic; Internal medicine","score_opus":0.09852808127338844,"score_gpt":0.3975018056547559,"score_spread":0.2989737243813675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387733774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99096054,0.000009841838,0.0040185954,0.0023959365,0.0009959474,0.0013889881,0.00006098009,0.000031361167,0.00013782443],"genre_scores_gemma":[0.9965565,0.000032782762,0.0017541328,0.0009351754,0.00014495153,0.00015766219,0.000022898708,0.000022445103,0.00037343302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732184,0.00060314266,0.00089395104,0.00021875455,0.00044342483,0.00051891035],"domain_scores_gemma":[0.99768794,0.00027552026,0.0013253913,0.00029950394,0.000326215,0.00008542006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952865,0.00017396029,0.0006350193,0.00017896295,0.00024963077,0.0000088471,0.00048266439,0.000022971028,0.00009248295],"category_scores_gemma":[0.000040577714,0.000119749675,0.00016648375,0.00028918806,0.00017071138,0.000109482695,0.00045267268,0.0002764458,0.000023328952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036967108,0.0008703754,0.9851213,0.00003877045,0.0014180761,0.000018751432,0.0025494215,0.00008731102,0.00013772641,0.0001517568,0.0054510795,0.00045871284],"study_design_scores_gemma":[0.0048261737,0.012744059,0.961612,0.00011240027,0.00035116274,0.0000011292017,0.018653357,0.00010768561,0.000020075695,0.0006967895,0.0008150326,0.000060143662],"about_ca_topic_score_codex":0.000110836685,"about_ca_topic_score_gemma":0.000054520486,"teacher_disagreement_score":0.023509316,"about_ca_system_score_codex":0.00022198714,"about_ca_system_score_gemma":0.00003337405,"threshold_uncertainty_score":0.488325},"labels":[],"label_agreement":null},{"id":"W4387735648","doi":"10.1007/s00455-023-10622-w","title":"Identifying Non-Traditional Approaches to Swallowing Rehabilitation: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; St Mary's Hospital Centre; McMaster University","funders":"","keywords":"Dysphagia; Medicine; Psychological intervention; Swallowing; Rehabilitation; Physical therapy; Intervention (counseling); Health care; Quality of life (healthcare); MEDLINE; Acupuncture; Alternative medicine; Nursing; Surgery","score_opus":0.5955150604671271,"score_gpt":0.5267112378169851,"score_spread":0.06880382265014195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387735648","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.7297377e-7,0.9662231,0.0013466252,0.0009708199,0.0033371958,0.015282765,0.00005928231,0.00045186735,0.012327844],"genre_scores_gemma":[5.717869e-7,0.9693969,0.005638428,0.0013022216,0.00084004883,0.011910976,0.0008762623,0.00021359052,0.009820988],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99338806,0.0010217796,0.0024865854,0.0011608212,0.00089427974,0.0010484954],"domain_scores_gemma":[0.99507195,0.002625175,0.00087394414,0.00096308824,0.00011147584,0.0003543535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003668651,0.0007288465,0.0027833923,0.0006127635,0.00092564255,0.00007190753,0.0007896785,0.00040907017,0.001311672],"category_scores_gemma":[0.0007463932,0.0006633712,0.0007575536,0.0017148172,0.000047905145,0.0003420991,0.0007191229,0.0012568899,0.014036293],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022327065,0.000049013463,0.0000116103065,0.77019155,0.00046734896,0.000033805023,0.0003852278,0.0000013095746,2.2778698e-8,0.005684859,0.08925509,0.13391794],"study_design_scores_gemma":[0.00013769518,0.00003310225,0.000024685924,0.52788246,0.000924894,0.0000014224526,0.00014496213,0.000003978555,7.484159e-9,0.00021332908,0.47024453,0.00038896262],"about_ca_topic_score_codex":0.000022899787,"about_ca_topic_score_gemma":0.00004339303,"teacher_disagreement_score":0.38098943,"about_ca_system_score_codex":0.00069195003,"about_ca_system_score_gemma":0.0013081668,"threshold_uncertainty_score":0.99960124},"labels":[],"label_agreement":null},{"id":"W4387746256","doi":"10.1016/s1569-1993(23)01095-0","title":"164 Synergistic mucociliary clearance induced under ex vivo and in vivo conditions by a combination of agonists","year":2023,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Feinberg School of Medicine; University of Chicago; National Health and Medical Research Council; Northwestern University","keywords":"Medicine; Ex vivo; Cystic fibrosis; Mucociliary clearance; In vivo; Pharmacology; Internal medicine; Lung; Biology; Biotechnology","score_opus":0.029651832843449646,"score_gpt":0.37115489061875395,"score_spread":0.3415030577753043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387746256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948172,0.00011192854,0.0009031556,0.0014473213,0.0005789879,0.00032114133,0.00004926072,0.000022607212,0.0017483892],"genre_scores_gemma":[0.99787354,0.00011015908,0.0002568906,0.00018230526,0.000042112864,0.000018137165,0.000009336348,0.00001622829,0.0014912571],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982967,0.00025084594,0.0007454679,0.00012043875,0.0003352744,0.00025129822],"domain_scores_gemma":[0.9983357,0.0007245755,0.0005631668,0.00012159055,0.00016531776,0.000089644265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000746507,0.00011181645,0.00033072932,0.00031863077,0.00015910891,0.000015225835,0.000121157085,0.00010623961,0.0002258891],"category_scores_gemma":[0.00021216912,0.00010308909,0.000053214273,0.00045325325,0.000055597007,0.0002011607,0.000071082104,0.0003231523,0.000020631303],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007785699,0.00075173716,0.020975566,0.0024253305,0.00040669742,0.0000815609,0.0032175847,0.00059318764,0.62506914,0.02203132,0.3226939,0.0009754182],"study_design_scores_gemma":[0.012843293,0.0016024564,0.90426755,0.0048709176,0.00056537753,0.000012766521,0.012519731,0.005880944,0.006869538,0.038739797,0.011120577,0.0007070688],"about_ca_topic_score_codex":0.00008180208,"about_ca_topic_score_gemma":0.00003576273,"teacher_disagreement_score":0.88329196,"about_ca_system_score_codex":0.00013945563,"about_ca_system_score_gemma":0.00013710595,"threshold_uncertainty_score":0.42038512},"labels":[],"label_agreement":null},{"id":"W4387752704","doi":"10.1097/sle.0000000000001233","title":"Transabdominal Management of Epiphrenic Diverticula in the Setting of Achalasia: A Single-center Review","year":2023,"lang":"en","type":"review","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Myotomy; Achalasia; Surgery; Single Center; Medical record; Retrospective cohort study; Perioperative; Heller myotomy; Cohort; Univariate analysis; Esophagus; Internal medicine; Multivariate analysis","score_opus":0.08224753593982485,"score_gpt":0.45182010548602974,"score_spread":0.3695725695462049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387752704","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018398138,0.968343,0.000014842478,0.00025288417,0.00035680746,0.011508461,0.00021725621,0.00037741047,0.018745342],"genre_scores_gemma":[0.00029500033,0.99206847,0.003501163,0.00016767443,0.00009391108,0.0026674347,0.00023595005,0.00014816398,0.0008222488],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907419,0.0025890116,0.003513978,0.0009050724,0.0011227246,0.0011272973],"domain_scores_gemma":[0.99519396,0.0018606656,0.0014675236,0.0012196463,0.00013382878,0.00012437908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032234045,0.0009059416,0.004136833,0.00047119686,0.0002364823,0.000019628897,0.0015356642,0.0005802392,0.00057959836],"category_scores_gemma":[0.000062195504,0.0006042965,0.0011194028,0.0014816847,0.00023293437,0.00010332288,0.0005719113,0.0015778112,0.00009481683],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013485528,0.0012818897,0.000052488613,0.6114167,0.0011415994,0.0031753264,0.0009342872,2.6803028e-7,0.000107091546,0.0031493185,0.008101753,0.37050444],"study_design_scores_gemma":[0.00009100432,0.00032112346,5.590531e-7,0.26171982,0.0025587238,0.00020552994,0.00046634738,0.0000023787568,0.00009299137,0.00011969343,0.73402447,0.00039738035],"about_ca_topic_score_codex":0.000105433886,"about_ca_topic_score_gemma":0.0000641619,"teacher_disagreement_score":0.7259227,"about_ca_system_score_codex":0.00041090537,"about_ca_system_score_gemma":0.00020726562,"threshold_uncertainty_score":0.9996408},"labels":[],"label_agreement":null},{"id":"W4387766743","doi":"10.1515/9780887554469-031","title":"Inuit Chewing Gum","year":2014,"lang":"nl","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chewing gum; Computer science; Dentistry; Medicine; Food science; Chemistry","score_opus":0.06638720760882312,"score_gpt":0.2824649680353189,"score_spread":0.2160777604264958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387766743","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001818616,0.00012884714,0.0016112098,0.0001382661,0.0015104343,0.00189661,0.00014779641,0.00017653113,0.9925717],"genre_scores_gemma":[0.07441301,0.00037097518,0.0008288711,0.00026288792,0.00041999045,0.0000013880137,0.000056077784,0.000096358846,0.9235504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669015,0.00031358015,0.0006741542,0.0008098258,0.0007384112,0.00077387097],"domain_scores_gemma":[0.9965639,0.00034303393,0.001289416,0.0011267158,0.00036665742,0.00031026584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071323954,0.00066966325,0.0010679137,0.00036826314,0.00096240867,0.000028861517,0.0012555631,0.00096031255,0.00234694],"category_scores_gemma":[0.000020210857,0.0008426438,0.00041725615,0.000013307817,0.00042443984,0.00011112481,0.0019716767,0.0013815196,0.001032927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029410192,0.00006450573,0.00024264082,0.002756621,0.0013361952,0.00017058571,0.006669105,0.000009025814,0.000052574233,0.9282252,0.037264697,0.022914752],"study_design_scores_gemma":[0.0019113418,0.00018861733,0.00053798256,0.0018417641,0.0012601855,0.0000011203307,0.005832644,0.00009979793,0.000029895538,0.0018559825,0.9856888,0.0007518477],"about_ca_topic_score_codex":0.009170282,"about_ca_topic_score_gemma":0.008586865,"teacher_disagreement_score":0.9484241,"about_ca_system_score_codex":0.00048212515,"about_ca_system_score_gemma":0.00027730782,"threshold_uncertainty_score":0.9997449},"labels":[],"label_agreement":null},{"id":"W4387798598","doi":"10.1111/jtxs.12807","title":"Sensory properties of thickened tomato soup enhanced with different sources of protein (whey, soy, hemp, and pea)","year":2023,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"Research Nova Scotia","keywords":"Food science; Mouthfeel; Flavor; Aftertaste; Soy protein; Whey protein; Pea protein; Dysphagia; Taste; Soy milk; Palatability; Mathematics; Medicine; Chemistry; Surgery","score_opus":0.06879920772893809,"score_gpt":0.3820509717580205,"score_spread":0.3132517640290824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387798598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919476,0.0037025325,0.00007033593,0.0027467336,0.00019794241,0.0006637398,0.0000038074757,0.000029951227,0.0006373926],"genre_scores_gemma":[0.9942921,0.0008083587,0.00022536889,0.00007036707,0.0001318518,0.000042006126,4.773804e-7,0.000017780896,0.004411687],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9981906,0.0002154087,0.00071461155,0.00013440185,0.00048129406,0.00026371994],"domain_scores_gemma":[0.9982129,0.00011612086,0.0009688989,0.00014703881,0.0004980477,0.000056990244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005814612,0.00018642361,0.000704179,0.00019489943,0.00025130232,0.000006486863,0.00013705011,0.0000685509,0.00001531242],"category_scores_gemma":[0.00014789547,0.00009829453,0.000082599116,0.0001674304,0.00023694299,0.00011300788,0.0002449853,0.00033277858,0.0000025259055],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004405961,0.000983444,0.12798843,0.030854534,0.011648064,0.00015548375,0.2434719,0.00015377354,0.5391304,0.0028739,0.02825319,0.010080947],"study_design_scores_gemma":[0.009807693,0.0046437536,0.16272187,0.019406231,0.0014150427,0.00002259317,0.5574577,0.000101401005,0.23686045,0.0029332666,0.0037031274,0.00092690217],"about_ca_topic_score_codex":0.000008620506,"about_ca_topic_score_gemma":0.000072183015,"teacher_disagreement_score":0.31398576,"about_ca_system_score_codex":0.000038521437,"about_ca_system_score_gemma":0.00008335676,"threshold_uncertainty_score":0.40083346},"labels":[],"label_agreement":null},{"id":"W4387877716","doi":"10.1503/cmaj.230628","title":"Aspiration pneumonia","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Aspiration pneumonia; Pneumonia; Dysphagia; Medicine; Intensive care medicine; Surgery; Internal medicine","score_opus":0.030131950485560208,"score_gpt":0.3773888494523864,"score_spread":0.34725689896682616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387877716","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3164795,0.00006541578,0.0005365616,0.35398844,0.014312661,0.0007879758,0.000029382443,0.0003950513,0.31340504],"genre_scores_gemma":[0.83711725,0.0002923555,0.000114624825,0.06941355,0.006836277,0.00009507019,0.000085171225,0.000047758564,0.08599791],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973247,0.00035441836,0.00042650674,0.000106353065,0.0011383449,0.0006496923],"domain_scores_gemma":[0.998163,0.00023297811,0.000211982,0.00007879597,0.0002610779,0.0010521954],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036965022,0.00007474706,0.00012562115,0.00027470815,0.0009983365,0.00003708235,0.00017613308,0.00030657463,0.011468803],"category_scores_gemma":[0.0012505767,0.000068930356,0.000049904986,0.000451995,0.000009430457,0.00015027312,0.000028761247,0.0010543886,0.008813679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012040374,0.00000496351,0.12441263,0.000008893042,0.000053249358,0.0001434513,0.0003896421,0.0000037991676,0.000007918209,0.003170425,0.8465016,0.025302244],"study_design_scores_gemma":[0.0004022023,0.000018761097,0.17707786,0.00003326847,0.000010311204,0.0000028108132,0.0010522598,0.00044794008,3.3686555e-7,0.0005929187,0.82029563,0.000065680026],"about_ca_topic_score_codex":0.001534791,"about_ca_topic_score_gemma":0.03961023,"teacher_disagreement_score":0.5206378,"about_ca_system_score_codex":0.0012705601,"about_ca_system_score_gemma":0.0028878218,"threshold_uncertainty_score":0.9919581},"labels":[],"label_agreement":null},{"id":"W4387888450","doi":"10.1590/2317-1782/20232022260","title":"Videofluoroscopic measures of swallowing in people with stable COPD compared to healthy aging","year":2023,"lang":"en","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Swallowing; COPD; Physical medicine and rehabilitation; Medicine; Gerontology; Psychology; Audiology; Physical therapy; Internal medicine; Surgery","score_opus":0.09453723148943918,"score_gpt":0.42138309703475085,"score_spread":0.3268458655453117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387888450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837447,0.000104846054,0.0014364907,0.003502593,0.0005227675,0.0013705924,0.000007963444,0.00018837322,0.009121686],"genre_scores_gemma":[0.9936958,0.000036916525,0.0007186332,0.0011170533,0.000040490097,0.00023008711,0.000021359878,0.000025296384,0.00411435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982828,0.00018411367,0.00040723686,0.00023782552,0.000328296,0.00055974507],"domain_scores_gemma":[0.9991925,0.00022527626,0.000105755535,0.00027680173,0.00008194107,0.00011776498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008906754,0.00011744064,0.00033894787,0.0003004309,0.00022950933,0.000009353692,0.00017530017,0.000043088436,0.00013118837],"category_scores_gemma":[0.000056552162,0.00010441765,0.000022243416,0.0010450792,0.000014043444,0.00010421666,0.00017688563,0.0002077201,0.00021007835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011005202,0.000067493434,0.94721025,0.0007131773,0.00004238629,0.000012343095,0.007835073,0.000846977,0.000989707,0.0014075513,0.040132727,0.00063227967],"study_design_scores_gemma":[0.0024257796,0.00016892163,0.92287374,0.0010171413,0.000029008492,1.17073604e-7,0.011660649,0.00068339676,0.00027831073,0.00015256033,0.060481627,0.00022876127],"about_ca_topic_score_codex":0.0015403978,"about_ca_topic_score_gemma":0.0056025228,"teacher_disagreement_score":0.024336506,"about_ca_system_score_codex":0.00018384497,"about_ca_system_score_gemma":0.00025719719,"threshold_uncertainty_score":0.42580286},"labels":[],"label_agreement":null},{"id":"W4388074118","doi":"10.1016/j.conb.2023.102805","title":"The coordination of chewing","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Neurobiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; Université de Montréal; Canadian Sleep & Circadian Network","funders":"Canadian Institutes of Health Research","keywords":"Neuroscience; Sensory system; Brainstem; Swallowing; Masticatory force; Psychology; Mastication; Neural system; Computer science; Communication; Biology; Medicine","score_opus":0.36922914950245606,"score_gpt":0.5698116356333504,"score_spread":0.2005824861308943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388074118","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000030195847,0.96267074,0.00002055852,0.00016350135,0.034536254,0.0019306977,0.000023603785,0.000060573388,0.0005910615],"genre_scores_gemma":[0.000004421756,0.99762416,0.000003349861,0.000008477374,0.00040505314,0.00076043734,0.00030258103,0.000033865603,0.00085765985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656564,0.0014401781,0.0011749746,0.00031590648,0.00009254334,0.0004107677],"domain_scores_gemma":[0.99654317,0.0021666477,0.00086418394,0.0003418492,0.00005563575,0.000028540724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010554683,0.00021827058,0.0008510277,0.00027289178,0.00022388654,0.0000048050947,0.00042552472,0.00022562464,0.000029921479],"category_scores_gemma":[0.000263655,0.00014025171,0.00016768478,0.0005121141,0.00007223734,0.000031009215,0.0004376692,0.0009133339,0.00028112938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004101404,0.000041789794,0.00023661902,0.04908797,0.000059462487,2.2909607e-7,0.00008203168,5.8764505e-7,1.3751938e-7,0.025571646,0.05089,0.8740254],"study_design_scores_gemma":[0.00017903635,0.000028560997,0.00016087436,0.013705599,0.000036250338,1.9889146e-7,0.000054301898,0.0000058968308,1.1219104e-8,0.00025790697,0.9854704,0.000100939236],"about_ca_topic_score_codex":0.000007560824,"about_ca_topic_score_gemma":0.0000064054348,"teacher_disagreement_score":0.93458045,"about_ca_system_score_codex":0.00010963844,"about_ca_system_score_gemma":0.00025158518,"threshold_uncertainty_score":0.5719299},"labels":[],"label_agreement":null},{"id":"W4388124806","doi":"10.1007/s00455-023-10625-7","title":"The Acceptability of Behavioural Swallowing Interventions for Head and Neck Cancer Patients During Radiotherapy: A Qualitative Study Exploring Experiences of Clinical Trial Speech-Language Pathologists","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Peterborough K. M. Hunter Charitable Foundation; Canada Excellence Research Chairs, Government of Canada","keywords":"Medicine; Swallowing; Psychological intervention; Thematic analysis; Head and neck cancer; Qualitative research; Randomized controlled trial; Speech-Language Pathology; Physical therapy; Clinical trial; Comprehension; Intervention (counseling); Health care; Family medicine; Radiation therapy; Nursing; Internal medicine; Surgery","score_opus":0.38844670910039464,"score_gpt":0.5909417175373463,"score_spread":0.20249500843695162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388124806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928306,0.0002316077,0.000056414858,0.0000699272,0.0027156011,0.003940974,0.000040141196,0.00006000233,0.000054778237],"genre_scores_gemma":[0.9950655,0.0001414913,0.0003317047,0.00001256931,0.00009660028,0.003859221,0.00001460397,0.000019043115,0.00045925326],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963828,0.0011079194,0.001491906,0.00034313757,0.00030176327,0.00037249847],"domain_scores_gemma":[0.99757236,0.0012744855,0.00064179394,0.0002943687,0.0001483091,0.000068694026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036089388,0.00015243879,0.00052395626,0.00009089036,0.00052090647,0.000015090603,0.0002516801,0.00006947039,0.00019194167],"category_scores_gemma":[0.000718516,0.00010875935,0.00023463958,0.00025606432,0.00017553501,0.00021915945,0.0002440062,0.0002326444,0.0000016980626],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003710153,0.00084692595,0.43213096,0.0003922079,0.00025472825,0.0000033775725,0.53841615,0.0000014894059,0.000020896114,0.00005950129,0.00011411908,0.024049472],"study_design_scores_gemma":[0.014878031,0.000897723,0.5477093,0.000079121724,0.000062907195,1.7009064e-8,0.43619028,0.000029199284,0.000036245456,0.000021018082,0.000020738275,0.00007542192],"about_ca_topic_score_codex":0.00046975902,"about_ca_topic_score_gemma":0.0006569405,"teacher_disagreement_score":0.11557833,"about_ca_system_score_codex":0.00006583111,"about_ca_system_score_gemma":0.000068434565,"threshold_uncertainty_score":0.44350773},"labels":[],"label_agreement":null},{"id":"W4388900970","doi":"10.1007/s00455-023-10640-8","title":"Exploring the Acceptability of Behavioral Swallowing Interventions for Head and Neck Cancer Patients During Radiotherapy: A Qualitative Study of Patients’ Experience","year":2023,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Peterborough K. M. Hunter Charitable Foundation; Canada Excellence Research Chairs, Government of Canada","keywords":"Swallowing; Medicine; Psychological intervention; Thematic analysis; Head and neck cancer; Physical therapy; Randomized controlled trial; Qualitative research; Clinical trial; Radiation therapy; Otorhinolaryngology; Family medicine; Nursing; Surgery; Internal medicine","score_opus":0.24371330257173968,"score_gpt":0.5226408454359113,"score_spread":0.2789275428641716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388900970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955437,0.000046584664,0.000067105335,0.00004821828,0.00083961437,0.003284535,0.000074331096,0.00005110424,0.000044808614],"genre_scores_gemma":[0.9957802,0.000050779054,0.00014366729,0.000017521465,0.000025074263,0.003692778,0.000024007606,0.000023964547,0.00024198914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979015,0.00040332857,0.00076442584,0.00029293023,0.0002977792,0.0003400594],"domain_scores_gemma":[0.9987423,0.0003373227,0.00035715118,0.00027803218,0.00023018819,0.00005503353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006133807,0.00015039153,0.00033768662,0.00012706063,0.00047998995,0.000009233713,0.00021176513,0.000032901244,0.00021362292],"category_scores_gemma":[0.000074558,0.00011639786,0.00010999898,0.00037409086,0.000073832736,0.00036412696,0.0002449633,0.00015520367,0.0000017635962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109044464,0.0008277333,0.6350184,0.00051847217,0.00011443618,1.9594754e-7,0.35951883,0.000008902849,0.00003124558,0.000057778754,0.00006941196,0.00372557],"study_design_scores_gemma":[0.002739125,0.00048627268,0.7871367,0.00010861267,0.000065394706,3.0314518e-9,0.20919748,0.000033884557,0.000049496557,0.000019840676,0.00007878245,0.00008441555],"about_ca_topic_score_codex":0.0009723517,"about_ca_topic_score_gemma":0.0006268659,"teacher_disagreement_score":0.1521183,"about_ca_system_score_codex":0.0001210327,"about_ca_system_score_gemma":0.00003151423,"threshold_uncertainty_score":0.4746567},"labels":[],"label_agreement":null},{"id":"W4388975157","doi":"10.3389/fnins.2023.1302132","title":"Machine-learning assisted swallowing assessment: a deep learning-based quality improvement tool to screen for post-stroke dysphagia","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Social Innovation; University of Toronto; Toronto Metropolitan University; Health Sciences Centre; University of Waterloo; Sunnybrook Health Science Centre","funders":"Temerty Faculty of Medicine, University of Toronto; Sunnybrook Research Institute","keywords":"Dysphagia; Swallowing; Stroke (engine); Physical medicine and rehabilitation; Medicine; Deep learning; Physical therapy; Computer science; Artificial intelligence; Surgery; Engineering","score_opus":0.041674001484969185,"score_gpt":0.3956762834874314,"score_spread":0.3540022820024622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388975157","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2747472,0.000058655616,0.6979017,0.004770356,0.009233409,0.0072496105,0.00015790782,0.0012296421,0.0046515344],"genre_scores_gemma":[0.9360415,0.000036980997,0.030275147,0.0072043375,0.0001124563,0.0017615984,0.0001664344,0.00009200992,0.024309583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948641,0.0007743692,0.0009381118,0.0010706133,0.0008949681,0.0014578536],"domain_scores_gemma":[0.9982313,0.0004871828,0.00037855,0.00046343706,0.00017374138,0.00026577638],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040936093,0.00034509902,0.0005051692,0.0007661357,0.0015328348,0.00011323476,0.00077652826,0.0001400265,0.000051156694],"category_scores_gemma":[0.0017725131,0.00034648934,0.00016317403,0.0014935911,0.000082404964,0.0003799664,0.00052846456,0.0010329855,0.0000505661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004026835,0.0002905938,0.8476931,0.00057917304,0.000047880654,0.000055932243,0.0011203279,0.020606322,0.046412747,0.001182393,0.007029146,0.07457973],"study_design_scores_gemma":[0.0029567494,0.00090081,0.5270627,0.00011506857,0.000044359604,1.6279634e-7,0.0025485044,0.35495272,0.00013769593,0.0000964776,0.11061298,0.0005717617],"about_ca_topic_score_codex":0.0002461664,"about_ca_topic_score_gemma":0.00013526012,"teacher_disagreement_score":0.66762656,"about_ca_system_score_codex":0.00051646517,"about_ca_system_score_gemma":0.00034478644,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W4389258343","doi":"10.3171/2023.9.jns23627","title":"Predictive value of intraoperative vagus nerve corticobulbar motor evoked potentials to assess the risk of dysphagia in fourth ventricle surgery","year":2023,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Anesthesia; Vagus nerve; Surgery; Internal medicine","score_opus":0.0642989775792161,"score_gpt":0.3720951707465484,"score_spread":0.3077961931673323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389258343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314976,0.00012239546,0.000815023,0.0013262212,0.0033401921,0.00094947434,0.00007338526,0.00002514457,0.00019843562],"genre_scores_gemma":[0.9980986,0.000700087,0.00010694299,0.0003177526,0.00024022895,0.000052439977,0.0000041524377,0.00003787111,0.00044190037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935788,0.0023838712,0.002341764,0.00023734871,0.00089496357,0.0005632708],"domain_scores_gemma":[0.99036634,0.006099978,0.002371671,0.00036244493,0.00061011635,0.00018947202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005590977,0.00022242048,0.00097079604,0.0010674606,0.00020773624,0.000018530913,0.00035640816,0.000112412614,0.00011852687],"category_scores_gemma":[0.0032559303,0.00015563559,0.0003764032,0.0018191177,0.00008164992,0.00032220545,0.00025112252,0.00077758305,0.000024345814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022492448,0.0005521009,0.9254889,0.0003488521,0.0006954346,0.00063360686,0.0023855087,0.011617927,0.0118508935,0.0003580637,0.04241326,0.001406204],"study_design_scores_gemma":[0.0007543179,0.00060979335,0.99090976,0.0004651646,0.0002416749,0.0000068815543,0.0020403652,0.0020256918,0.0017907416,0.00033243094,0.0006833081,0.00013989152],"about_ca_topic_score_codex":0.000097245495,"about_ca_topic_score_gemma":0.000019900566,"teacher_disagreement_score":0.065420836,"about_ca_system_score_codex":0.00012821516,"about_ca_system_score_gemma":0.00058617024,"threshold_uncertainty_score":0.6346635},"labels":[],"label_agreement":null},{"id":"W4389398814","doi":"10.3390/curroncol30120753","title":"Head and Neck Cancer: A Study on the Complex Relationship between QoL and Swallowing Function","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Dysphagia; Quality of life (healthcare); Physical therapy; Head and neck cancer; Physical medicine and rehabilitation; Cancer; Surgery; Internal medicine","score_opus":0.5342905473607352,"score_gpt":0.5807598931071266,"score_spread":0.04646934574639139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389398814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846035,0.00013644731,0.00007216736,0.008683828,0.0014813556,0.0016023427,0.000007565941,0.00011669808,0.003296094],"genre_scores_gemma":[0.9978387,0.00008489684,0.000008472978,0.0003312472,0.0003053015,0.0005761866,0.000031564075,0.00001158108,0.0008120514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984796,0.0006014662,0.0002616453,0.0002400605,0.0001373766,0.00027983682],"domain_scores_gemma":[0.9980289,0.0016108594,0.00010790009,0.00015430123,0.000032850654,0.00006521095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085171114,0.0001052517,0.00019751056,0.00011053318,0.0008727073,0.000011386071,0.000074679505,0.000066191235,0.000097233344],"category_scores_gemma":[0.000106245214,0.00007521316,0.000018338833,0.00023936153,0.000042284453,0.000056098033,0.0002024104,0.0004620435,0.00014124118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027552675,0.000079666745,0.9494899,0.000053359643,0.000043516662,0.0000012734259,0.00237848,0.0000016349484,0.0000026475514,0.0049070157,0.027926043,0.015088946],"study_design_scores_gemma":[0.0010734888,0.00038460921,0.8310677,0.00005296816,0.00008862139,4.6322114e-8,0.005420754,0.00012074279,5.4117155e-8,0.0009566909,0.1607736,0.000060725422],"about_ca_topic_score_codex":0.000066692795,"about_ca_topic_score_gemma":0.00031861907,"teacher_disagreement_score":0.13284756,"about_ca_system_score_codex":0.00014389471,"about_ca_system_score_gemma":0.00007448945,"threshold_uncertainty_score":0.6712247},"labels":[],"label_agreement":null},{"id":"W4389516806","doi":"10.1016/j.rmcr.2023.101958","title":"Respiratory support effect on pharyngeal area in patients with amyotrophic lateral sclerosis: A fluoroscopic comparison of NIV, helmet/CPAP, and high-flow nasal cannula","year":2023,"lang":"en","type":"article","venue":"Respiratory Medicine Case Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Nasal cannula; Amyotrophic lateral sclerosis; Anesthesia; Cannula; Airway; Breathing; Pharynx; Continuous positive airway pressure; Nasal administration; Surgery; Internal medicine; Disease; Obstructive sleep apnea","score_opus":0.05764695814442241,"score_gpt":0.37895154700872585,"score_spread":0.32130458886430346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389516806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953256,0.00022047826,0.0000062674962,0.00017052564,0.0011044455,0.0023059065,0.000022411292,0.00017264356,0.0006717228],"genre_scores_gemma":[0.99779665,0.000012117287,0.000022233682,0.0011682019,0.00022250859,0.000368072,0.00009794938,0.00007299456,0.00023929648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99498665,0.00081846566,0.0016182965,0.0007801214,0.0010099229,0.000786567],"domain_scores_gemma":[0.9973446,0.0004178421,0.00090360554,0.00076036615,0.00021229788,0.00036126556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00244985,0.000452795,0.0011844541,0.00082073093,0.00033058965,0.000009740685,0.000096673895,0.00021637742,0.00021047166],"category_scores_gemma":[0.00028834905,0.00033377373,0.000055601682,0.0007992665,0.00022248062,0.00018740805,0.00017953436,0.00072071963,0.000020596872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005682349,0.00020467151,0.9609982,0.00085708586,0.00011888325,0.015752766,0.0009053854,0.000058370333,0.000433028,0.00002918857,0.016989842,0.0030843369],"study_design_scores_gemma":[0.008473182,0.008006228,0.9734871,0.0024117935,0.0002239976,0.00003209797,0.0004521022,0.00008968195,0.00026605016,0.000015933576,0.0061622495,0.0003796022],"about_ca_topic_score_codex":0.00044020318,"about_ca_topic_score_gemma":0.00037979992,"teacher_disagreement_score":0.01572067,"about_ca_system_score_codex":0.00028671802,"about_ca_system_score_gemma":0.00035465785,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W4389627749","doi":"10.1016/j.ijporl.2023.111810","title":"International pediatric otolaryngology group (IPOG) consensus on approach to aspiration","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta; McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Likert scale; Otorhinolaryngology; Multidisciplinary approach; Presentation (obstetrics); Foreign body aspiration; Medical physics; Pediatrics; Surgery; Bronchoscopy","score_opus":0.05124157458515153,"score_gpt":0.3861015680155137,"score_spread":0.33485999343036216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389627749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9135162,0.000091513175,0.00431401,0.008259868,0.026862597,0.0011374895,0.00006403492,0.00021780672,0.04553645],"genre_scores_gemma":[0.9702115,0.0006290707,0.004115058,0.004715834,0.01731986,0.00017967584,0.00017377289,0.00007216147,0.0025830432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995551,0.0006128485,0.0015419446,0.0004578227,0.0011965304,0.0006398506],"domain_scores_gemma":[0.9962387,0.00095619116,0.0012131738,0.00028621292,0.0010289443,0.00027677396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020058153,0.00030656677,0.00048053171,0.0027171015,0.00023813307,0.000044900928,0.0013911504,0.00033758782,0.00048201418],"category_scores_gemma":[0.00088940974,0.00028133957,0.00023192074,0.0008009198,0.00004078145,0.00026508825,0.00050279516,0.0010535575,0.0016712516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010060354,0.0008209768,0.6031803,0.00008655081,0.000746355,0.00055053027,0.0013067499,0.00096966745,0.0003435738,0.03204436,0.35684156,0.002103333],"study_design_scores_gemma":[0.0059394063,0.0015510282,0.74641055,0.000029179457,0.00036395856,0.00012486384,0.00074720086,0.0011214538,0.000012800664,0.0017863667,0.24131449,0.00059870275],"about_ca_topic_score_codex":0.000039001014,"about_ca_topic_score_gemma":0.000008910234,"teacher_disagreement_score":0.14323026,"about_ca_system_score_codex":0.00045809953,"about_ca_system_score_gemma":0.0003115215,"threshold_uncertainty_score":0.9999639},"labels":[],"label_agreement":null},{"id":"W4389783273","doi":"10.1044/2023_persp-23-00181","title":"The Effectiveness of Slightly Thick Liquids for Improving Swallowing in Bottle-Fed Children With Aerodigestive Concerns","year":2023,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; Massachusetts General Hospital","keywords":"Swallowing; Bottle; Medicine; Audiology; Dentistry; Materials science; Composite material","score_opus":0.03576207151438408,"score_gpt":0.3699806329301956,"score_spread":0.3342185614158115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389783273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98630255,0.000093902716,0.00035385837,0.000991948,0.0013854835,0.0034424993,0.000051986957,0.000064600536,0.0073131574],"genre_scores_gemma":[0.9976991,0.000036846977,0.00007987239,0.000033227538,0.00079471886,0.0003899236,0.000010339088,0.000043971937,0.00091202685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99737304,0.0008524431,0.000519512,0.00041166964,0.00029989262,0.0005434664],"domain_scores_gemma":[0.9961778,0.002584439,0.00042460975,0.0004885337,0.00026659714,0.000058025435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108939,0.00024130983,0.00045128723,0.00015667957,0.0005821072,0.000024070921,0.000771656,0.00011221971,0.000034419234],"category_scores_gemma":[0.0009226991,0.00014159792,0.00019487918,0.00055845646,0.00035728086,0.00019335089,0.00059184467,0.00051427085,0.00001145478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009529855,0.0005223924,0.38372764,0.0009858233,0.0015025063,0.0000062534627,0.047772236,0.00017819263,0.009619959,0.54149437,0.003052136,0.0016086455],"study_design_scores_gemma":[0.0027639312,0.0006765614,0.9400236,0.00092645275,0.0001252425,4.135115e-7,0.048941843,0.000140322,0.0016304277,0.0041561793,0.00037448073,0.0002405323],"about_ca_topic_score_codex":0.00053220056,"about_ca_topic_score_gemma":0.0025774257,"teacher_disagreement_score":0.55629593,"about_ca_system_score_codex":0.00039603494,"about_ca_system_score_gemma":0.00021449593,"threshold_uncertainty_score":0.5774196},"labels":[],"label_agreement":null},{"id":"W4389995565","doi":"10.36227/techrxiv.170259105.56085489/v1","title":"Design of a portable device: Toward assisting in tongue-strengthening exercises and dysphagia management    ","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Curtin University of Technology","keywords":"Dysphagia; Tongue; Physical medicine and rehabilitation; Computer science; Psychology; Medicine; Surgery","score_opus":0.1735596319581311,"score_gpt":0.43514643739063774,"score_spread":0.2615868054325067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389995565","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18079636,0.0035530508,0.3637421,0.004402542,0.009880679,0.030919999,0.00012444885,0.0027888864,0.40379193],"genre_scores_gemma":[0.8567324,0.002577522,0.086285725,0.0003036184,0.00012060395,0.0021593045,0.00014702512,0.00014650263,0.051527243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597305,0.0004181045,0.0014772995,0.00084027584,0.0004923593,0.00079889887],"domain_scores_gemma":[0.9977519,0.00065191113,0.00074484403,0.0006084908,0.000116335475,0.00012652573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026035632,0.00043883853,0.00087988883,0.0006275816,0.0002200079,0.00003756599,0.00043433747,0.00036663527,0.00053538603],"category_scores_gemma":[0.00010197965,0.00041449934,0.000075063785,0.00037973135,0.00006117265,0.00012385465,0.0030955528,0.0009878391,0.0000684878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008917469,0.0013625413,0.5646494,0.097035356,0.0050221006,0.0014808875,0.039690692,0.043844067,0.0003039666,0.04865457,0.10714409,0.08992057],"study_design_scores_gemma":[0.012400041,0.00042840219,0.6199819,0.03529047,0.0039313924,0.0000026011458,0.18040635,0.08956518,0.00035616293,0.03628572,0.016284931,0.005066876],"about_ca_topic_score_codex":0.0013705689,"about_ca_topic_score_gemma":0.00024889747,"teacher_disagreement_score":0.6759361,"about_ca_system_score_codex":0.00023452759,"about_ca_system_score_gemma":0.00022171612,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W4390082347","doi":"10.20944/preprints202306.0574.v2","title":"Strategies of Screening and Treating Post-extubation Dysphagia: An Overview of the Situation in Greek-Cypriot ICUs","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Cyprus; Cyprus University of Technology","keywords":"Medicine; Dysphagia; Observational study; Swallowing; Intensive care; Critically ill; Intensive care medicine; Protocol (science); MEDLINE; Physical therapy; Emergency medicine; Alternative medicine; Surgery","score_opus":0.36227942435117033,"score_gpt":0.498002358558265,"score_spread":0.1357229342070947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893819,0.00024449296,0.00044944338,0.0007451667,0.0004908283,0.0023179015,0.00003746823,0.00009353694,0.0062392475],"genre_scores_gemma":[0.9973686,0.0006693575,0.00047100143,0.00005461227,0.0000661871,0.0002763792,0.000112116424,0.000040225706,0.0009415395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965734,0.0008552007,0.0011619311,0.0006163873,0.0004591287,0.00033394634],"domain_scores_gemma":[0.9971363,0.00032550952,0.0012599746,0.00093069894,0.0002886628,0.00005886482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022178506,0.00027639058,0.00054813805,0.000263141,0.00021212449,0.000013510023,0.00046877176,0.0003298423,0.00026203474],"category_scores_gemma":[0.0003218859,0.0002345241,0.000106610656,0.00031532513,0.00008249603,0.00030342696,0.0023968657,0.00090950174,0.000031254433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048757214,0.00011377888,0.97152936,0.0030128222,0.00015662775,0.00000441638,0.008360433,0.0019953975,0.0028267826,0.007641668,0.000015912425,0.004294018],"study_design_scores_gemma":[0.0006294669,0.000034273176,0.97886044,0.0019229387,0.00012526572,3.6426545e-7,0.010677583,0.0019959726,0.0004024293,0.005121505,0.00006116992,0.00016856893],"about_ca_topic_score_codex":0.0056341914,"about_ca_topic_score_gemma":0.0039546727,"teacher_disagreement_score":0.007986667,"about_ca_system_score_codex":0.00013627076,"about_ca_system_score_gemma":0.00036365257,"threshold_uncertainty_score":0.95636153},"labels":[],"label_agreement":null},{"id":"W4390262143","doi":"10.1016/j.jns.2023.121118","title":"A new patient-reported outcome measure for the assessment of dysphagia in oculopharyngeal muscular dystrophy: The dysphagiameter","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Hôpital Charles-Le Moyne; Université Laval; Centre for Interdisciplinary Research in Rehabilitation; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Dysphagia; Medicine; Physical medicine and rehabilitation; Muscular dystrophy; Patient-reported outcome; Measure (data warehouse); Pharyngeal muscles; Physical therapy; Surgery; Swallowing; Quality of life (healthcare); Computer science; Internal medicine","score_opus":0.11624991725222246,"score_gpt":0.42476372372268584,"score_spread":0.3085138064704634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390262143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430994,0.00015136568,0.0013477739,0.049571455,0.003246307,0.0017409481,0.000004244326,0.000022942697,0.00081559253],"genre_scores_gemma":[0.9959685,0.000047346,0.0008720711,0.002490169,0.0001657986,0.000057728907,3.0133592e-7,0.000008847743,0.00038920145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581933,0.00094509026,0.0012476074,0.0002411561,0.0012095319,0.00053731276],"domain_scores_gemma":[0.9958531,0.0022310931,0.0013034658,0.00034565228,0.00017216272,0.00009452177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056401403,0.00016929407,0.0004001008,0.00012402161,0.0008459398,0.000039284467,0.001473051,0.00009279296,0.00015139073],"category_scores_gemma":[0.00093607354,0.00005931941,0.0003260883,0.001135154,0.00028550558,0.00017469564,0.0004593998,0.0006978392,0.000005255189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025374626,0.00016495222,0.96158046,0.000062998115,0.00026311146,0.0000612417,0.0006843982,0.0054321284,0.000910578,0.0027008893,0.01698643,0.010899045],"study_design_scores_gemma":[0.0010960968,0.0011765873,0.9782083,0.00003987738,0.00017279241,0.0000072980993,0.0005696216,0.0036244513,0.000017519415,0.002868093,0.012132643,0.00008669064],"about_ca_topic_score_codex":0.0000633415,"about_ca_topic_score_gemma":0.000060282273,"teacher_disagreement_score":0.052869163,"about_ca_system_score_codex":0.00005137786,"about_ca_system_score_gemma":0.0003678599,"threshold_uncertainty_score":0.65063703},"labels":[],"label_agreement":null},{"id":"W4390350306","doi":"10.14740/gr1653","title":"Timing and Outcomes of Percutaneous Endoscopic Gastrostomy After Ischemic Stroke","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Percutaneous endoscopic gastrostomy; Medicine; PEG ratio; Swallowing; Odds ratio; Stroke (engine); Dysphagia; Confidence interval; Gastrostomy; Feeding tube; Surgery; Logistic regression; Anesthesia; Internal medicine","score_opus":0.0847461668190435,"score_gpt":0.45981673828104797,"score_spread":0.37507057146200445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390350306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384403,0.00003126496,0.00006140808,0.00246186,0.00023772127,0.00065939117,0.000034119003,0.00008035931,0.0025898558],"genre_scores_gemma":[0.9889458,0.00009692996,0.00042583674,0.00037781268,0.000046941335,0.00028620122,0.00002039703,0.000019408875,0.009780716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705565,0.00063455437,0.0003898982,0.0003410208,0.0004160067,0.0011628472],"domain_scores_gemma":[0.9988178,0.0004920464,0.00007925482,0.000329975,0.00014259302,0.00013834453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014413787,0.00014000238,0.00034007672,0.0004999164,0.00028286187,0.00000889026,0.00023277957,0.00010662915,0.0005987551],"category_scores_gemma":[0.00012108059,0.00012178617,0.000050895418,0.00019725034,0.00026723047,0.00007678841,0.0007899528,0.0007691975,0.000506941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002247794,0.000033174998,0.97706455,0.00016644584,0.000098477416,0.00009418665,0.0006581469,0.0000013338073,0.003441683,0.000045992485,0.017895278,0.00027592795],"study_design_scores_gemma":[0.0010520142,0.00029110437,0.99220103,0.000052887528,0.000024498395,0.0000084724215,0.002564493,0.00009135416,0.00003802778,0.00003936958,0.0035886858,0.00004803282],"about_ca_topic_score_codex":0.000075483375,"about_ca_topic_score_gemma":0.00016550839,"teacher_disagreement_score":0.015136485,"about_ca_system_score_codex":0.00006321626,"about_ca_system_score_gemma":0.00006171676,"threshold_uncertainty_score":0.6555948},"labels":[],"label_agreement":null},{"id":"W4390604273","doi":"10.1007/s11554-023-01398-1","title":"Deep learning models for bolus segmentation in videofluoroscopic swallow studies","year":2024,"lang":"en","type":"article","venue":"Journal of Real-Time Image Processing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Bolus (digestion); Swallowing; Dysphagia; Deep learning; Segmentation; Medicine; Encoder; Artificial intelligence; Computer science; Nuclear medicine; Radiology; Surgery","score_opus":0.0582000051062934,"score_gpt":0.43822799111492006,"score_spread":0.38002798600862664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390604273","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14855577,0.041380774,0.77441174,0.0067653516,0.0029089344,0.0031049626,0.0000045678094,0.00040565012,0.02246227],"genre_scores_gemma":[0.6542874,0.0110122925,0.30085367,0.00071569387,0.0015643057,0.00039789954,0.000027444823,0.0002179976,0.0309233],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979283,0.00019834089,0.0009223532,0.00020738719,0.00033098253,0.00041260486],"domain_scores_gemma":[0.9984756,0.00043758634,0.00051792164,0.000072300136,0.00042305398,0.00007349971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018655881,0.00017211854,0.00041455042,0.00040624174,0.00037590362,0.00011795776,0.00014052482,0.00007707901,0.00006956152],"category_scores_gemma":[0.00018943801,0.00014080272,0.00009679659,0.00030288805,0.00003378731,0.0016419268,0.000079646656,0.0005397595,0.00002817075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075558206,0.00037431967,0.004811182,0.02661768,0.0011249462,0.00049907906,0.06230119,0.01623982,0.12329212,0.00097304047,0.042293523,0.7207175],"study_design_scores_gemma":[0.0054457556,0.0007500667,0.0016878375,0.014954382,0.00078875414,0.000023454772,0.044564992,0.89658093,0.001496184,0.024978489,0.008039218,0.0006899163],"about_ca_topic_score_codex":0.000009178959,"about_ca_topic_score_gemma":0.000007692618,"teacher_disagreement_score":0.8803411,"about_ca_system_score_codex":0.00047942923,"about_ca_system_score_gemma":0.0003367555,"threshold_uncertainty_score":0.5741768},"labels":[],"label_agreement":null},{"id":"W4390731076","doi":"10.3233/nre-230135","title":"Swallowing dysfunctions in patients with disorders of consciousness: Evidence from neuroimaging data, assessment, and management","year":2024,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Fondazione Europea Ricerca Biomedica; Fonds Léon Fredericq; Belgian Federal Science Policy Office; Mind Science Foundation; Fonds De La Recherche Scientifique - FNRS; Koning Boudewijnstichting; National Natural Science Foundation of China; European Commission; Fundação Bial; European Space Agency","keywords":"Swallowing; Persistent vegetative state; Consciousness Disorders; Psychology; Insula; Consciousness; Neuroimaging; Level of consciousness; Supplementary motor area; Dysphagia; Minimally conscious state; Physical medicine and rehabilitation; Medicine; Neuroscience; Functional magnetic resonance imaging; Developmental psychology","score_opus":0.0352632756563753,"score_gpt":0.39121489940824233,"score_spread":0.35595162375186706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390731076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851646,0.00010760747,0.009357738,0.0016201667,0.0007757939,0.0016471806,0.00004683589,0.00009975959,0.0011803195],"genre_scores_gemma":[0.99472857,0.00014980594,0.0045670723,0.00013600722,0.0000188326,0.0001477075,0.0001570793,0.000025239238,0.000069706555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981397,0.00033905447,0.0004220498,0.000559144,0.00032100108,0.0002190938],"domain_scores_gemma":[0.9978814,0.0014543477,0.00009197336,0.00047828307,0.000053042066,0.000040928393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005219219,0.00013695382,0.00017027049,0.00025624892,0.00014572601,0.000031768745,0.00017412468,0.000028983353,0.000050190243],"category_scores_gemma":[0.00009290829,0.00011959876,0.000018764234,0.00039214134,0.00007742363,0.0009540418,0.00028277026,0.0002619173,0.000010103928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004242047,0.00009577367,0.98180825,0.0007961007,0.000043067146,0.000002658973,0.0009665927,0.00007076459,0.00005280765,0.0016576446,0.00083382265,0.01363012],"study_design_scores_gemma":[0.0007895757,0.00014629081,0.98930496,0.0009324694,0.0000968827,1.499139e-8,0.0012076866,0.0049441513,3.1341102e-7,0.0008852236,0.001589347,0.000103099264],"about_ca_topic_score_codex":0.00039724674,"about_ca_topic_score_gemma":0.0007466032,"teacher_disagreement_score":0.013527021,"about_ca_system_score_codex":0.00009197851,"about_ca_system_score_gemma":0.00006970651,"threshold_uncertainty_score":0.48770955},"labels":[],"label_agreement":null},{"id":"W4390738962","doi":"10.1016/j.clon.2024.01.002","title":"Pharyngeal Constrictor Dose–Volume Histogram Metrics and Patient-Reported Dysphagia in Head and Neck Radiotherapy","year":2024,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; Hotchkiss Brain Institute; Alberta Health Services","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Killam Trusts","keywords":"Medicine; Dysphagia; Cohort; Head and neck cancer; Radiation therapy; Swallowing; Radiology; Retrospective cohort study; Chemoradiotherapy; Surgery; Internal medicine","score_opus":0.12205145416256842,"score_gpt":0.5111089255761412,"score_spread":0.3890574714135728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390738962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560586,0.009383634,0.00037144232,0.008296499,0.0060443976,0.001641343,0.000011056931,0.00021837176,0.017974656],"genre_scores_gemma":[0.97631794,0.0067495746,0.0047205826,0.007033993,0.00040571528,0.00022387401,0.000026183434,0.000045947658,0.0044762166],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963372,0.0008144766,0.0015354285,0.0006106709,0.00017945151,0.0005228186],"domain_scores_gemma":[0.99606246,0.0030499154,0.00028823395,0.00023564261,0.00006536843,0.00029835364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015289456,0.00020236988,0.00075113995,0.0003249682,0.00015702163,0.000024371659,0.00011389712,0.00049761974,0.00048512252],"category_scores_gemma":[0.00056785333,0.00017438945,0.000081966005,0.00055665366,0.00030664212,0.00014233548,0.00020262462,0.0011175316,0.00006853606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019424003,0.00042417587,0.5130603,0.00015100547,0.00022510097,0.00041144557,0.00050210825,4.0134384e-7,0.000010468228,0.0021430182,0.06600646,0.41687128],"study_design_scores_gemma":[0.0034426602,0.0014131191,0.24586175,0.000070897535,0.00009870227,0.000006742155,0.00023196863,0.0012780998,2.504802e-7,0.00025110948,0.7471951,0.00014958174],"about_ca_topic_score_codex":0.00020926454,"about_ca_topic_score_gemma":0.00020905533,"teacher_disagreement_score":0.68118864,"about_ca_system_score_codex":0.00041289427,"about_ca_system_score_gemma":0.0006514298,"threshold_uncertainty_score":0.71113956},"labels":[],"label_agreement":null},{"id":"W4390901426","doi":"10.1159/000536231","title":"Shared Neuroanatomical Substrates for Co-Occurring Swallowing and Communication Impairments after Acute Stroke","year":2024,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Krembil Foundation; University of Ottawa","funders":"Faculty of Health Sciences, University of Ottawa; University of Ottawa","keywords":"Medicine; Swallowing; Acute stroke; Stroke (engine); Physical medicine and rehabilitation; Internal medicine; Surgery","score_opus":0.019802778775241555,"score_gpt":0.3774468102268265,"score_spread":0.35764403145158496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390901426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852974,0.0058279643,0.0010669718,0.0006648662,0.00045535175,0.0018863895,0.0004656223,0.00037371312,0.00072936644],"genre_scores_gemma":[0.99627477,0.00039324662,0.0005064433,0.0005257653,0.0001024024,0.0010940772,0.00037584273,0.000048893235,0.0006785613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848664,0.00017674595,0.00032109764,0.00039918566,0.00021757241,0.0003987392],"domain_scores_gemma":[0.99900913,0.0002765603,0.000049473656,0.00042587915,0.00005033055,0.00018863533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026031534,0.00019451884,0.00022916587,0.00011881043,0.0004199917,0.00014413297,0.00019639771,0.00007724741,0.00028994048],"category_scores_gemma":[0.0000373015,0.00017649579,0.00021385195,0.00009417978,0.00004904998,0.00040438148,0.00021211071,0.00021562114,0.00006625934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036882903,0.00042802596,0.9294441,0.005408686,0.0047706557,0.00009252843,0.0019827737,0.000016590075,0.00046029701,0.00859488,0.037906248,0.010526403],"study_design_scores_gemma":[0.004951125,0.00018246936,0.8408002,0.0016052193,0.003892005,0.0000042307684,0.0028812517,0.0136675965,0.00014183392,0.0038082167,0.1271234,0.0009423895],"about_ca_topic_score_codex":0.000025459802,"about_ca_topic_score_gemma":0.00001658395,"teacher_disagreement_score":0.08921716,"about_ca_system_score_codex":0.00009708614,"about_ca_system_score_gemma":0.00010167034,"threshold_uncertainty_score":0.7197289},"labels":[],"label_agreement":null},{"id":"W4391139150","doi":"10.3390/dj12020021","title":"Mouth Breathing and Its Impact on Atypical Swallowing: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Dentistry Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Checklist; Swallowing; Cochrane Library; Meta-analysis; MEDLINE; Breathing; Inclusion and exclusion criteria; Systematic review; Physical therapy; Dentistry; Alternative medicine; Internal medicine; Pathology; Psychology","score_opus":0.21000706873196337,"score_gpt":0.5448272876644221,"score_spread":0.3348202189324587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391139150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055683327,0.9963018,0.00007145282,0.00025287343,0.0003924188,0.002458578,0.000101489946,0.000041672887,0.00037416612],"genre_scores_gemma":[0.00008915842,0.9817421,0.000053184536,0.000412006,0.00013821399,0.00028609738,0.00004329655,0.00005934608,0.017176637],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9945039,0.0018336129,0.0020130333,0.000525753,0.0006065933,0.0005170952],"domain_scores_gemma":[0.99734217,0.00045419627,0.0012826443,0.00042084555,0.0000987219,0.00040143114],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032021145,0.00067306863,0.0075221793,0.00053788,0.00056213234,0.00031393082,0.00034123243,0.00031701068,0.0011985705],"category_scores_gemma":[0.00018496763,0.00035317705,0.0031198636,0.0006126072,0.000018162526,0.00017225256,0.0003486716,0.0023425855,0.00042033143],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017164699,0.000018072986,0.0000016743354,0.7802781,0.21445495,0.00055482826,0.00006072815,1.3730093e-7,5.091052e-9,0.00023253246,0.0039636823,0.0004335855],"study_design_scores_gemma":[0.000084761625,0.000023695547,0.000007493071,0.1492798,0.82797843,0.0005661773,0.00005088647,0.00001061449,1.4739898e-9,0.000029170238,0.02172086,0.00024809455],"about_ca_topic_score_codex":0.0000045370853,"about_ca_topic_score_gemma":0.0000028775244,"teacher_disagreement_score":0.63099825,"about_ca_system_score_codex":0.00031973925,"about_ca_system_score_gemma":0.0002461958,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W4391151802","doi":"10.1055/a-2226-9356","title":"A new treatment for blown-out myotomy, a diverticulum formed after peroral endoscopic myotomy","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Myotomy; Achalasia; Surgery; Diverticulum (mollusc); Esophagus; Complication; Esophageal disease","score_opus":0.046290630246351105,"score_gpt":0.41782146923661234,"score_spread":0.37153083899026124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391151802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6724166,0.008501746,0.14778346,0.019532794,0.026045332,0.032868616,0.00052855536,0.0038493976,0.088473454],"genre_scores_gemma":[0.8233322,0.00015336428,0.012579696,0.0009492472,0.0010718467,0.00651297,0.00008931048,0.000084995765,0.15522636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737406,0.00012683605,0.00053730654,0.0006122825,0.00031012276,0.0010394143],"domain_scores_gemma":[0.9987056,0.00039654333,0.00008330913,0.00044708984,0.000055172248,0.00031225733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023434772,0.0003965594,0.00043259008,0.00021189182,0.00039985476,0.00009497764,0.00022691757,0.0001633633,0.0042139427],"category_scores_gemma":[0.00003659654,0.00030247582,0.0002637606,0.00019444982,0.00003433504,0.00033281956,0.00017485162,0.00027443585,0.001989443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012406,0.0006270743,0.2172082,0.0029465035,0.0022558924,0.00031037928,0.02861975,0.0000038019434,0.001028066,0.031892404,0.6768275,0.03703983],"study_design_scores_gemma":[0.0051852106,0.000812089,0.01598296,0.0006127003,0.00051369594,8.6109935e-8,0.001147623,0.0005952711,0.0009311468,0.0025603536,0.97128266,0.00037621654],"about_ca_topic_score_codex":0.00037140583,"about_ca_topic_score_gemma":0.00046876457,"teacher_disagreement_score":0.29445514,"about_ca_system_score_codex":0.00064439344,"about_ca_system_score_gemma":0.00065881223,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null},{"id":"W4391163844","doi":"10.1007/s00455-023-10637-3","title":"Deglutologist Practices and Perceptions of the Penetration-Aspiration Scale: A Survey Study","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute on Aging","keywords":"Swallowing; Medicine; Dysphagia; Otorhinolaryngology; Demographics; Perception; Scale (ratio); Physical therapy; Family medicine; Psychology; Surgery; Demography","score_opus":0.0818280009838581,"score_gpt":0.4691757820896486,"score_spread":0.3873477811057905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391163844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986759,0.00031657735,0.00057313044,0.0010171419,0.0011935806,0.0015312936,0.000025126343,0.000084847285,0.008499323],"genre_scores_gemma":[0.99421585,0.000037378075,0.00016157553,0.00022918459,0.00006801489,0.0001650791,0.000022898976,0.0000128436395,0.005087158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980835,0.0008418583,0.0003834266,0.00025739218,0.0002474174,0.0001864162],"domain_scores_gemma":[0.998729,0.0005863952,0.00025785947,0.00028625788,0.00009982115,0.000040686486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015531046,0.00010870408,0.00014449186,0.00007154568,0.0005093101,0.000050905495,0.00015331288,0.00007195786,0.00067161035],"category_scores_gemma":[0.00026078735,0.00007239778,0.000029357981,0.0003168208,0.00007878956,0.00029000235,0.00015601194,0.00031148933,0.0000919252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014931341,0.00014188956,0.9821561,0.00012927757,0.00009380073,0.0000019848078,0.0034361484,0.0000043262075,0.00023859565,0.0021907687,0.009675546,0.0019166124],"study_design_scores_gemma":[0.00026255852,0.00012773406,0.98785096,0.000042894764,0.00012500858,6.597819e-7,0.006709818,0.0006045488,0.0000071811414,0.0001548905,0.004039388,0.00007436962],"about_ca_topic_score_codex":0.0013962344,"about_ca_topic_score_gemma":0.010860648,"teacher_disagreement_score":0.009464413,"about_ca_system_score_codex":0.000050109393,"about_ca_system_score_gemma":0.00017549274,"threshold_uncertainty_score":0.7353662},"labels":[],"label_agreement":null},{"id":"W4391262105","doi":"10.7759/cureus.52968","title":"Dysphagia in a Patient With Lewy Body Dementia and Incidental Anterior Cervical Osteophyte: A Case Report","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Dysphagia; Medicine; Dementia; Lewy body; Dementia with Lewy bodies; Surgery; Pathology; Disease","score_opus":0.016579676633612102,"score_gpt":0.36039525786551985,"score_spread":0.34381558123190775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391262105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98539877,0.002231536,0.00022245475,0.0005471766,0.001054414,0.0011546803,0.000012321392,0.00013723677,0.009241431],"genre_scores_gemma":[0.99735266,0.00007690228,0.00050390227,0.00038709547,0.00010223616,0.000312546,0.000021742939,0.000033578952,0.0012093557],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99820405,0.00012945807,0.0005410581,0.00044627738,0.00024418373,0.00043498515],"domain_scores_gemma":[0.9993513,0.00007899234,0.00010627664,0.00028383374,0.000040642797,0.00013893699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036298623,0.00019058987,0.00023658047,0.00011607163,0.00021096929,0.00005198563,0.00007896892,0.000097564014,0.000631027],"category_scores_gemma":[0.000022599495,0.00014930364,0.0000322026,0.0002305915,0.000044903725,0.00027178533,0.0003148569,0.0003852416,0.00008576422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022763287,0.00033068407,0.30170783,0.0013780192,0.00058659207,0.6633547,0.0090133175,0.0000020271352,0.000354631,0.0028978286,0.012011874,0.008134897],"study_design_scores_gemma":[0.009440689,0.0034311444,0.6465078,0.005816988,0.0017012105,0.059788726,0.04989041,0.004701934,0.00020038735,0.0014116139,0.21475178,0.0023573367],"about_ca_topic_score_codex":0.0010598954,"about_ca_topic_score_gemma":0.0056865523,"teacher_disagreement_score":0.60356593,"about_ca_system_score_codex":0.00019329331,"about_ca_system_score_gemma":0.00016128739,"threshold_uncertainty_score":0.6909303},"labels":[],"label_agreement":null},{"id":"W4391846424","doi":"10.1002/hed.27693","title":"Patient‐reported outcome measures for dysphagia in head and neck cancer: A systematic review and appraisal of content validity and internal structure","year":2024,"lang":"en","type":"review","venue":"Head & Neck","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Peterborough K. M. Hunter Charitable Foundation; University of Toronto; Canada Excellence Research Chairs, Government of Canada; Government of Canada","keywords":"Dysphagia; Prom; Content validity; Critical appraisal; Internal validity; Oropharyngeal dysphagia; Patient-reported outcome; Physical therapy; Head and neck cancer; Medicine; Swallowing; Criterion validity; Physical medicine and rehabilitation; Psychology; Quality of life (healthcare); Construct validity; Cancer; Clinical psychology; Surgery; Psychometrics; Pathology; Alternative medicine; Internal medicine; Nursing","score_opus":0.2801049870660973,"score_gpt":0.4988209746736429,"score_spread":0.21871598760754557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391846424","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024171292,0.983035,0.000022909995,0.00023682209,0.0011395728,0.012628654,0.00035166016,0.0000471986,0.000121036974],"genre_scores_gemma":[0.0015167856,0.9944242,0.00019374378,0.00038434475,0.00007092066,0.0025059758,0.0000819039,0.000074669064,0.0007474375],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99484986,0.00069098047,0.0028862804,0.00070300483,0.00037083324,0.0004990391],"domain_scores_gemma":[0.99721235,0.0005126296,0.0014589899,0.00044707113,0.00017582382,0.00019311943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00106946,0.0006162918,0.004583113,0.0002426266,0.00013327018,0.000038624297,0.00016647756,0.0003231443,0.00004076743],"category_scores_gemma":[0.00055793667,0.00041354663,0.0002309367,0.00024268051,0.0000745576,0.000113470924,0.00036608143,0.0008127392,0.0000031211512],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015636539,0.000034594523,0.00486676,0.9768294,0.00061261485,0.000019502282,0.00031389878,2.949874e-8,2.6642877e-7,0.00028595343,0.0028122237,0.014209091],"study_design_scores_gemma":[0.0010574668,0.00023412157,0.0014958754,0.7811684,0.011727677,0.000030827636,0.00021722057,0.000017290473,9.5375135e-8,0.000082398656,0.20353869,0.00042997053],"about_ca_topic_score_codex":0.00065790035,"about_ca_topic_score_gemma":0.001419259,"teacher_disagreement_score":0.20072646,"about_ca_system_score_codex":0.0002113071,"about_ca_system_score_gemma":0.00030575137,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W4391873664","doi":"10.1093/jcag/gwad061.144","title":"A144 ZENKER’S PERORAL ENDOSCOPIC MYOTOMY (Z-POEM) OUTCOMES IN TREATMENT OF ZENKER’S DIVERTICULUM: A RETROSPECTIVE CASE SERIES","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; McGill University; University of Toronto","funders":"","keywords":"Zenker's diverticulum; Myotomy; Medicine; Diverticulum (mollusc); Surgery; Achalasia; Esophagus; Dysphagia","score_opus":0.021804316268129783,"score_gpt":0.3357704448159815,"score_spread":0.3139661285478517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391873664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97710705,0.000050861203,0.000015824897,0.019521866,0.0020985152,0.0004918579,0.0000891426,0.0000071548093,0.0006177269],"genre_scores_gemma":[0.9946673,0.000063693165,0.00015313322,0.00041972334,0.00009489165,0.000021150263,0.0000030449519,0.000014820366,0.00456228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750745,0.00069851964,0.00090098375,0.00013541646,0.0002957269,0.00046187185],"domain_scores_gemma":[0.99834996,0.00015597952,0.00091614836,0.00016963937,0.0002642046,0.000144076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007915677,0.0001533036,0.00060936593,0.0004509449,0.00016985532,0.000014226464,0.00018937283,0.00013713681,0.00020841575],"category_scores_gemma":[0.00018809702,0.000107744,0.00023882989,0.00018863643,0.000051603765,0.00018796608,0.000054300745,0.00036550255,0.0000069883527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094322604,0.000086937536,0.99034613,0.000054468677,0.0005887367,0.00030850232,0.0023354255,0.000021156677,0.00002053948,0.0006556762,0.0054260367,0.00006207141],"study_design_scores_gemma":[0.0023431412,0.0012858055,0.98936474,0.00014723287,0.00023782135,0.000024514844,0.001553428,0.000053132797,0.000015065592,0.0003364028,0.0045893365,0.00004938765],"about_ca_topic_score_codex":0.021987444,"about_ca_topic_score_gemma":0.71226686,"teacher_disagreement_score":0.6902794,"about_ca_system_score_codex":0.005053739,"about_ca_system_score_gemma":0.00067004364,"threshold_uncertainty_score":0.9987657},"labels":[],"label_agreement":null},{"id":"W4391904400","doi":"10.1007/978-3-031-44009-0_7","title":"Oculopharyngeal Muscular Dystrophy","year":2023,"lang":"en","type":"book-chapter","venue":"Current clinical neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Muscular dystrophy; Medicine; Physical medicine and rehabilitation; Internal medicine","score_opus":0.22323459255605224,"score_gpt":0.5084329248463532,"score_spread":0.2851983322903009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391904400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006721003,0.0007737603,0.00022408497,0.005361332,0.069282934,0.0030914436,0.0001704056,0.00105079,0.91937315],"genre_scores_gemma":[0.0009955313,0.0077365716,0.000049846094,0.0068521234,0.006871318,0.00027786323,0.00063519145,0.000336504,0.97624505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99438584,0.00067709194,0.0021966947,0.0012905636,0.0005052716,0.00094453664],"domain_scores_gemma":[0.9956623,0.0017880355,0.0009307332,0.0010623061,0.0001709896,0.00038567057],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013540629,0.00059138983,0.0013977039,0.0002777652,0.00038300158,0.000011316517,0.0007232819,0.0013171373,0.0037226393],"category_scores_gemma":[0.00031651024,0.0005432988,0.00072607235,0.00006837019,0.0003225478,0.000059561957,0.0013037679,0.0043017813,0.026105039],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030893733,0.00018986626,0.004702926,0.0007627214,0.00051728135,0.00051431544,0.000035143756,0.000002761562,6.735296e-7,0.51867694,0.4260056,0.048282847],"study_design_scores_gemma":[0.0014005408,0.0005465671,0.007254709,0.00014171604,0.0003406949,8.515653e-7,0.0000031133927,0.000047067057,1.3241649e-8,0.022799738,0.9670879,0.00037707447],"about_ca_topic_score_codex":0.000004537461,"about_ca_topic_score_gemma":0.000024343415,"teacher_disagreement_score":0.5410823,"about_ca_system_score_codex":0.000044116085,"about_ca_system_score_gemma":0.0003041378,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W4392012929","doi":"10.1007/s10278-024-01039-4","title":"Automatic Tracking of Hyoid Bone Displacement and Rotation Relative to Cervical Vertebrae in Videofluoroscopic Swallow Studies Using Deep Learning","year":2024,"lang":"en","type":"article","venue":"Journal of Imaging Informatics in Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Hyoid bone; Rotation (mathematics); Kinematics; Displacement (psychology); Pixel; Artificial intelligence; Computer vision; Computer science; Frame (networking); Temporal bone; Medicine; Anatomy; Physics","score_opus":0.05108439934492475,"score_gpt":0.45654436414910377,"score_spread":0.405459964804179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392012929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95414627,0.0034283274,0.037764203,0.0026629514,0.0008114571,0.00051409897,2.737553e-7,0.000017388102,0.00065504893],"genre_scores_gemma":[0.9824028,0.0005245097,0.016523542,0.00040506836,0.00007595282,0.000009435929,0.0000013672931,0.000011949518,0.000045395478],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972067,0.00017911565,0.0018517305,0.00006773227,0.00045314178,0.00024161946],"domain_scores_gemma":[0.9983553,0.0007450962,0.00058849086,0.0000722636,0.00016836112,0.00007043898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028600078,0.00012856268,0.0005121563,0.00085749733,0.00009527503,0.00001461533,0.00008370419,0.000035635312,0.000046929676],"category_scores_gemma":[0.0009692784,0.0000949819,0.000027156624,0.0004360095,0.00006247593,0.0007685896,0.000111981404,0.00073072355,0.0000033360513],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011644449,0.00010958133,0.3177829,0.014395244,0.00042664344,0.00017474074,0.54320294,0.009940227,0.001581556,0.003305053,0.00095081446,0.108013846],"study_design_scores_gemma":[0.0027759399,0.00034970968,0.06555006,0.028872626,0.00021634623,0.000016593684,0.18355408,0.71626806,0.000029718032,0.0016858566,0.00052838266,0.00015260813],"about_ca_topic_score_codex":0.000027874816,"about_ca_topic_score_gemma":0.000030386353,"teacher_disagreement_score":0.70632786,"about_ca_system_score_codex":0.00047414805,"about_ca_system_score_gemma":0.00009494426,"threshold_uncertainty_score":0.38732496},"labels":[],"label_agreement":null},{"id":"W4392108286","doi":"10.3389/fresc.2024.1337971","title":"The effect of liquid consistency on penetration-aspiration: a Bayesian analysis of two large datasets","year":2024,"lang":"en","type":"article","venue":"Frontiers in Rehabilitation Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Dysphagia; Swallowing; Medicine; Bolus (digestion); Bayesian probability; Surgery; Statistics; Mathematics","score_opus":0.021669261188658834,"score_gpt":0.42632577761183627,"score_spread":0.40465651642317746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392108286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927389,0.0017602965,0.041315623,0.0068612737,0.004490001,0.002849295,0.00027522643,0.00007384545,0.014985426],"genre_scores_gemma":[0.9958106,0.000021155296,0.0037199524,0.00006642672,0.000018881172,0.00014847745,0.000059675927,0.0000038080102,0.00015097868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975345,0.00087832,0.00063349924,0.000280326,0.00046817583,0.00020515764],"domain_scores_gemma":[0.9965198,0.002938792,0.00019060499,0.00026729642,0.00005465972,0.000028825478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057171355,0.000088070745,0.00025665402,0.00067085156,0.0004064828,0.000026511723,0.00023865199,0.000039047358,0.000092571776],"category_scores_gemma":[0.00061048585,0.00005528128,0.000097174154,0.002146476,0.0003324338,0.00026046866,0.000042415715,0.00012160729,0.000006091327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000256605,0.0000902168,0.7984898,0.00061155035,0.00049111416,0.0000013492602,0.0057576946,0.002496607,0.000107395834,0.14453076,0.03981587,0.0073509994],"study_design_scores_gemma":[0.003347165,0.018138243,0.5225248,0.001254361,0.0020513635,1.3690529e-7,0.04483489,0.3263461,0.00040008922,0.01298355,0.06748799,0.0006313237],"about_ca_topic_score_codex":0.00008051582,"about_ca_topic_score_gemma":0.0005726513,"teacher_disagreement_score":0.32384947,"about_ca_system_score_codex":0.00007954844,"about_ca_system_score_gemma":0.00017197989,"threshold_uncertainty_score":0.31263784},"labels":[],"label_agreement":null},{"id":"W4392342671","doi":"10.1007/s00455-024-10677-3","title":"Dysphagia in Open Partial Horizontal Laryngectomy Type IIa: Quantitative Analysis of Videofluoroscopy using the ASPEKT Method","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto; Toronto Rehabilitation Institute","funders":"National Institute on Aging; National Institutes of Health; Reseau canadien de recherche respiratoire; Canada Research Chairs","keywords":"Medicine; Swallowing; Dysphagia; Laryngectomy; Airway; Otorhinolaryngology; Larynx; Surgery; Constriction; Reflux; Bolus (digestion); Pharynx; Esophagus; Anesthesia; Internal medicine","score_opus":0.12364241834033668,"score_gpt":0.5377546417506466,"score_spread":0.4141122234103099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392342671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8212702,0.0067767454,0.10910675,0.0020466559,0.010303879,0.007258333,0.00026986902,0.00038770254,0.04257984],"genre_scores_gemma":[0.9674514,0.00014074481,0.028290393,0.00048204025,0.0001448438,0.00024088388,0.00012334214,0.000075062664,0.003051323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9955721,0.0014183103,0.0010758198,0.0006858286,0.0005031001,0.0007448368],"domain_scores_gemma":[0.99733734,0.0013742098,0.00032015378,0.00065809354,0.00018788765,0.0001223133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034328573,0.00033086346,0.0008694058,0.0006639646,0.00041653664,0.0001230951,0.0008788187,0.00020491228,0.0024424426],"category_scores_gemma":[0.00019355673,0.00024191273,0.00020356427,0.0041478584,0.00011079996,0.0006343408,0.00086668617,0.0008334483,0.00018983666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001970896,0.0010070107,0.31808725,0.0016021775,0.03139314,0.00068494974,0.031335965,0.0045070276,0.026835108,0.5367123,0.03430142,0.011562757],"study_design_scores_gemma":[0.0049786135,0.0013023298,0.21059845,0.0012991246,0.017905897,0.0000052893647,0.022120353,0.629857,0.0036312959,0.0049830414,0.10158786,0.0017307579],"about_ca_topic_score_codex":0.0046466105,"about_ca_topic_score_gemma":0.002535705,"teacher_disagreement_score":0.62534994,"about_ca_system_score_codex":0.00033687276,"about_ca_system_score_gemma":0.00063734717,"threshold_uncertainty_score":0.9984695},"labels":[],"label_agreement":null},{"id":"W4392353579","doi":"10.1177/17511437241231704","title":"Swallowing during provision of helmet ventilation: Review and provisional multidisciplinary guidance","year":2024,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Swallowing; Medicine; Intensive care medicine; Multidisciplinary approach; Intubation; Ventilation (architecture); Airway; Critically ill; Anesthesia; Surgery","score_opus":0.026774704167337432,"score_gpt":0.40777160253496586,"score_spread":0.3809968983676284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392353579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79653454,0.16967042,0.00053229695,0.026590649,0.004279055,0.0017575567,0.000023181401,0.000035817433,0.0005764778],"genre_scores_gemma":[0.9877541,0.0062042163,0.0015616518,0.0021225205,0.00030332146,0.000014966022,0.0000029142336,0.000022211012,0.0020140943],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986158,0.0001336239,0.0006194117,0.00012924228,0.00035069452,0.000151234],"domain_scores_gemma":[0.99723417,0.00014853543,0.00043765752,0.00014993097,0.001984826,0.000044862532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006741785,0.00010454533,0.00028556326,0.000031204665,0.00029787066,0.000011383949,0.0001726034,0.000061157385,0.000042986223],"category_scores_gemma":[0.000310637,0.00006192627,0.00036790455,0.00017318824,0.00005442854,0.00021383868,0.00040442994,0.0005300065,0.0000031610869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003406039,0.0001273521,0.097949505,0.12985472,0.0028326092,0.00014630465,0.1132357,0.00017382661,0.036809716,0.0014918672,0.6057998,0.011238005],"study_design_scores_gemma":[0.0030446858,0.00058344356,0.4954203,0.17543028,0.0030566007,0.00011515478,0.23555562,0.0013399519,0.0025820879,0.0011029403,0.081120536,0.00064839836],"about_ca_topic_score_codex":0.000003934984,"about_ca_topic_score_gemma":0.0000014658486,"teacher_disagreement_score":0.52467924,"about_ca_system_score_codex":0.00019410772,"about_ca_system_score_gemma":0.00022699726,"threshold_uncertainty_score":0.252528},"labels":[],"label_agreement":null},{"id":"W4392756790","doi":"10.1111/jtxs.12825","title":"Sensory properties of thickened and protein‐enriched plant‐based frozen desserts","year":2024,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Food science; Dysphagia; Mouthfeel; Whey protein; Sensory analysis; Mathematics; Biotechnology; Biology; Medicine; Surgery; Ecology","score_opus":0.11134413112661468,"score_gpt":0.42132049664106147,"score_spread":0.3099763655144468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392756790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090324,0.072360136,0.00034983212,0.012249575,0.0016211052,0.001129347,0.000013477802,0.00007045914,0.0031736658],"genre_scores_gemma":[0.993769,0.00090938667,0.00071804074,0.00029426173,0.000254862,0.000027893699,7.5398634e-7,0.000016772226,0.004009049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851793,0.00022126056,0.0006018113,0.00012772571,0.00032112128,0.00021013459],"domain_scores_gemma":[0.9989537,0.0002090329,0.00034160534,0.00010881931,0.0003329208,0.000053918953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083376793,0.0001525688,0.00045273238,0.00018785594,0.0002203385,0.000014555315,0.000104433435,0.000083220395,0.00002859311],"category_scores_gemma":[0.00021520189,0.00008771917,0.00008186878,0.00012607028,0.0000957393,0.00016353597,0.000113880815,0.00046663638,0.0000060377547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038670928,0.00090393116,0.043269627,0.066278234,0.016369777,0.0015646438,0.12721385,0.00010946281,0.3081318,0.021174904,0.388723,0.022393681],"study_design_scores_gemma":[0.014474086,0.004783416,0.06769807,0.06212489,0.0052010342,0.00012633919,0.36347118,0.002757593,0.031883106,0.01843444,0.42669532,0.002350537],"about_ca_topic_score_codex":0.000008924838,"about_ca_topic_score_gemma":0.00003194297,"teacher_disagreement_score":0.2762487,"about_ca_system_score_codex":0.00006548388,"about_ca_system_score_gemma":0.0001941313,"threshold_uncertainty_score":0.35770842},"labels":[],"label_agreement":null},{"id":"W4392816244","doi":"10.3389/fnhum.2024.1355407","title":"The effectiveness of transcranial magnetic stimulation for dysphagia in stroke patients: an umbrella review of systematic reviews and meta-analyses","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Western University","funders":"","keywords":"Transcranial magnetic stimulation; Dysphagia; Stroke (engine); Swallowing; Medicine; Systematic review; Physical therapy; Physical medicine and rehabilitation; Randomized controlled trial; Meta-analysis; MEDLINE; Surgery; Internal medicine; Stimulation","score_opus":0.20077073647737947,"score_gpt":0.48668474905837367,"score_spread":0.2859140125809942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392816244","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20721006,0.5837299,0.12316934,0.0004109971,0.007824429,0.07576886,0.00020017185,0.00010185673,0.0015843383],"genre_scores_gemma":[0.9855189,0.011446183,0.00070971204,0.0001813573,0.000011438641,0.0016304259,0.000008213794,0.00001836149,0.00047542388],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99545056,0.0025896146,0.0011190935,0.00032963263,0.00028766075,0.00022342845],"domain_scores_gemma":[0.9983539,0.0009472229,0.0002880001,0.0003003556,0.00007541713,0.000035114812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060915295,0.00014265487,0.00088319206,0.00019165518,0.00016126309,0.000018521521,0.00028528163,0.000036603007,0.000010808762],"category_scores_gemma":[0.0007158015,0.00008614694,0.00012734706,0.00044380332,0.00013229606,0.00021555049,0.000041555202,0.00015024091,2.2532683e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001073731,0.00023557026,0.015209287,0.9729297,0.00012782103,0.0000024714348,0.0007033367,0.00021145362,0.0029404433,0.0049834633,0.0012706658,0.0012784069],"study_design_scores_gemma":[0.010616522,0.0074953134,0.48991358,0.3064113,0.03838156,0.0000013299554,0.001836399,0.11772529,0.0007537508,0.013769891,0.011226451,0.0018685992],"about_ca_topic_score_codex":0.000022844099,"about_ca_topic_score_gemma":0.000026840284,"teacher_disagreement_score":0.7783088,"about_ca_system_score_codex":0.000055656226,"about_ca_system_score_gemma":0.00004376342,"threshold_uncertainty_score":0.35129702},"labels":[],"label_agreement":null},{"id":"W4393053367","doi":"10.60099/prijnr.2024.267113","title":"Frailty as a Key Predictor of Malnutrition among Older Adults with Swallowing Problems","year":2024,"lang":"en","type":"article","venue":"Pacific Rim International Journal of Nursing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mahidol University","keywords":"Malnutrition; Swallowing; Key (lock); Medicine; Gerontology; Internal medicine; Computer science; Surgery; Computer security","score_opus":0.08487364478758544,"score_gpt":0.4841544391495291,"score_spread":0.39928079436194364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393053367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85656995,0.0010306588,0.0043741665,0.007165904,0.0036604558,0.0012165215,0.000023980365,0.000059212827,0.12589914],"genre_scores_gemma":[0.9941364,0.00027370974,0.0008897261,0.000016304664,0.0006557145,0.000041675805,0.0000194285,0.000030310837,0.0039367573],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9960211,0.00040374222,0.000723529,0.0002267909,0.0022193752,0.00040549974],"domain_scores_gemma":[0.9971309,0.0005348874,0.00025884138,0.00015036463,0.0017764537,0.00014857574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577497,0.00012392267,0.00022124863,0.00094709353,0.00019690025,0.000099307326,0.00044614897,0.00010442592,0.00049969513],"category_scores_gemma":[0.00017143106,0.00009304545,0.000105453524,0.0003961668,0.00018766595,0.0005624481,0.000073326526,0.0011879507,0.000051951243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008119041,0.005438578,0.20825472,0.0059361006,0.004812707,0.0020898215,0.2019334,0.00037347098,0.008960081,0.07143853,0.34583384,0.13680972],"study_design_scores_gemma":[0.017755497,0.0052795745,0.3279798,0.29731742,0.0004794268,0.00029870903,0.22022723,0.010424136,0.0018375962,0.07328161,0.044121612,0.0009974057],"about_ca_topic_score_codex":0.000050592138,"about_ca_topic_score_gemma":0.000006397168,"teacher_disagreement_score":0.30171221,"about_ca_system_score_codex":0.000680824,"about_ca_system_score_gemma":0.00047561468,"threshold_uncertainty_score":0.5471311},"labels":[],"label_agreement":null},{"id":"W4393154355","doi":"10.5539/gjhs.v16n4p32","title":"Singing Habit Potentially Prevents the Oral Frailty of Japanese Healthy Middle-Aged and Elderly Individuals","year":2024,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Habit; Singing; Medicine; Gerontology; Psychology; Social psychology","score_opus":0.07380325518279107,"score_gpt":0.435973815613275,"score_spread":0.3621705604304839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393154355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778807,0.0042105285,0.0013721163,0.011402228,0.003182579,0.0007550225,0.000018256553,0.000028033744,0.0011504977],"genre_scores_gemma":[0.994744,0.00034348335,0.002747605,0.0018207864,0.00013104628,0.0000055919227,9.5326646e-7,0.0000078408675,0.0001986821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960531,0.0004506732,0.0012769558,0.0002670693,0.001189097,0.0007631204],"domain_scores_gemma":[0.9981375,0.00017790523,0.00090434606,0.00022797254,0.0002341681,0.0003181123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009812142,0.00015166737,0.0003956952,0.0002103681,0.0011883707,0.000096521086,0.00066482683,0.000059345402,0.000045836317],"category_scores_gemma":[0.00015978275,0.00009702399,0.00007849889,0.0010412466,0.00035638217,0.00062403595,0.0003050715,0.00056657224,0.000009680114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036728772,0.0006329006,0.572918,0.0073339315,0.00044429657,0.000114177325,0.025532324,0.00022062723,0.00082135474,0.021025283,0.039961603,0.33062822],"study_design_scores_gemma":[0.0024351275,0.002512342,0.94185024,0.005091191,0.00016719673,0.00017635505,0.02053065,0.0006330933,0.000017837472,0.0062560006,0.019973248,0.0003567364],"about_ca_topic_score_codex":0.000393908,"about_ca_topic_score_gemma":0.00007173413,"teacher_disagreement_score":0.36893222,"about_ca_system_score_codex":0.00037763876,"about_ca_system_score_gemma":0.002900768,"threshold_uncertainty_score":0.9140107},"labels":[],"label_agreement":null},{"id":"W4393234061","doi":"10.1007/s00455-024-10678-2","title":"The Quantification of Radiation Fibrosis Using Clinically Indicated Magnetic Resonance Imaging for Head and Neck Cancer Patients","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; Dalhousie University; Nova Scotia Hospital; Toronto Rehabilitation Institute","funders":"Canada Research Chairs","keywords":"Medicine; Intraclass correlation; Magnetic resonance imaging; Swallowing; Head and neck cancer; Confidence interval; Otorhinolaryngology; Nuclear medicine; Rank correlation; Dysphagia; Radiation therapy; Fibrosis; Radiology; Internal medicine; Surgery","score_opus":0.047843410535547165,"score_gpt":0.43112581537177924,"score_spread":0.3832824048362321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393234061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605694,0.02551173,0.0044740085,0.0024845416,0.002989586,0.0030629702,0.00014652756,0.00013015077,0.0006310897],"genre_scores_gemma":[0.9959128,0.0011510897,0.0010965966,0.00024115949,0.000097072916,0.0003082695,0.000061289466,0.000027777778,0.0011039338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985463,0.00013098217,0.0006083511,0.00026448516,0.00017392021,0.00027595504],"domain_scores_gemma":[0.99880654,0.00060940406,0.00022767119,0.00018234596,0.0001263032,0.000047752226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067301485,0.00010442928,0.0001449407,0.00007078173,0.00047584862,0.000040366023,0.000116390765,0.00006311438,0.000048307567],"category_scores_gemma":[0.00013523844,0.00007944804,0.000038323866,0.00023161364,0.00006640276,0.00015550562,0.00006553575,0.00015844492,0.000011635112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015575066,0.00005796516,0.53163093,0.00053192466,0.000042661824,4.3020515e-7,0.00095829426,0.000013179676,0.0006016389,0.004389933,0.011550456,0.45006683],"study_design_scores_gemma":[0.0012243277,0.0001271745,0.82402253,0.00051296357,0.00014379043,7.094744e-8,0.00022830823,0.041330263,0.00011322844,0.0006157796,0.13154197,0.00013958346],"about_ca_topic_score_codex":0.00019642508,"about_ca_topic_score_gemma":0.000041213327,"teacher_disagreement_score":0.44992724,"about_ca_system_score_codex":0.00009660366,"about_ca_system_score_gemma":0.00014749759,"threshold_uncertainty_score":0.3659891},"labels":[],"label_agreement":null},{"id":"W4393901131","doi":"10.1016/j.apmr.2024.02.067","title":"Adherence to Home Swallowing Therapy with and Without the Assistance of a Mobile Health System in Head and Neck Cancer Patients: A Randomized Crossover Trial","year":2024,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Swallowing; Head and neck cancer; Medicine; Randomized controlled trial; Head and neck; Crossover; Crossover study; Physical therapy; Cancer; Physical medicine and rehabilitation; Alternative medicine; Surgery; Internal medicine","score_opus":0.020367759846737388,"score_gpt":0.4097497190241869,"score_spread":0.3893819591774495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393901131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921361,0.0015324763,0.00024082208,0.0017277192,0.000109881425,0.0039596697,0.000005713044,0.000011574344,0.00027604902],"genre_scores_gemma":[0.997965,0.00024973688,0.00039028956,0.000113866714,0.00006289471,0.0011572901,0.000002241035,0.000007443187,0.00005126244],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9987354,0.00038541577,0.00038222515,0.00019630945,0.00017207705,0.00012853823],"domain_scores_gemma":[0.99606454,0.0036374456,0.00012742603,0.00008834216,0.000030257195,0.000052013547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000495575,0.000092032555,0.0005038509,0.000090419155,0.00008126198,0.000004807859,0.000037280388,0.000014612316,0.0000019506895],"category_scores_gemma":[0.000119193064,0.000044386725,0.000030251285,0.00014093948,0.00034138036,0.000074734075,0.000031058305,0.0001220287,1.2185187e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.29880258,0.0005632984,0.07057276,0.011075639,0.00030947043,5.896875e-7,0.41137832,0.00004498558,0.00070682826,0.03648566,0.00021930314,0.16984056],"study_design_scores_gemma":[0.6078735,0.03125943,0.2825513,0.029222148,0.0001393261,1.2697424e-7,0.036213152,0.0064676604,0.000007515595,0.005089762,0.0009395766,0.0002365368],"about_ca_topic_score_codex":0.00090837583,"about_ca_topic_score_gemma":0.00017589841,"teacher_disagreement_score":0.37516516,"about_ca_system_score_codex":0.00002050144,"about_ca_system_score_gemma":0.00007008512,"threshold_uncertainty_score":0.18100381},"labels":[],"label_agreement":null},{"id":"W4393927043","doi":"10.1159/000538717","title":"Tongue Pressure Resistance Training for Post-Stroke Dysphagia: A Case Study","year":2024,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Tongue; Isometric exercise; Pharyngeal muscles; Stroke (engine); Physical therapy; Anesthesia; Physical medicine and rehabilitation; Audiology; Surgery","score_opus":0.05516067566716049,"score_gpt":0.42259977848831165,"score_spread":0.36743910282115116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393927043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42065755,0.04940567,0.040052105,0.07312254,0.041362945,0.06027708,0.007098086,0.009631498,0.29839253],"genre_scores_gemma":[0.88773227,0.000107803724,0.0022327038,0.0016231545,0.001097681,0.0023667584,0.00005922892,0.00011599364,0.10466442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957664,0.00060808496,0.0009222223,0.00093773153,0.00062054425,0.0011450012],"domain_scores_gemma":[0.9969909,0.0015431796,0.00023154994,0.00065461773,0.00025198894,0.00032776064],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00223431,0.00042584722,0.0005800393,0.00041020854,0.0010458814,0.000109115186,0.00043621258,0.00026663303,0.00082996604],"category_scores_gemma":[0.00038474327,0.0003703848,0.00026407922,0.00057491456,0.000060115846,0.00034349438,0.0003241917,0.0011249656,0.00026877198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006527955,0.0013853571,0.0045879288,0.0038806328,0.0028469998,0.01248488,0.05832644,0.00002709561,0.00018942499,0.02365972,0.88201183,0.009946912],"study_design_scores_gemma":[0.0030210444,0.00071380223,0.0015292128,0.00020984797,0.0014765912,0.0000670131,0.034272946,0.0007024974,0.0000054232114,0.0006005459,0.9568714,0.0005296643],"about_ca_topic_score_codex":0.00039626958,"about_ca_topic_score_gemma":0.0016946888,"teacher_disagreement_score":0.46707472,"about_ca_system_score_codex":0.00018012182,"about_ca_system_score_gemma":0.0009750241,"threshold_uncertainty_score":0.99987483},"labels":[],"label_agreement":null},{"id":"W4394422323","doi":"10.6084/m9.figshare.14306130","title":"Use of biofeedback combined with conventional therapy in the swallowing rehabilitation of older adults: an integrative literature review","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofeedback; Swallowing; Rehabilitation; Physical medicine and rehabilitation; Physical therapy; Psychology; Medicine; Psychotherapist; Surgery","score_opus":0.056076057411721114,"score_gpt":0.4001575754969537,"score_spread":0.3440815180852326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394422323","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009973445,0.0063798577,3.3438866e-7,0.00040091755,0.000086948465,0.003261904,0.98972374,0.00000858814,0.00003797215],"genre_scores_gemma":[0.000061378356,0.0032381197,0.00015174679,0.0014848618,0.00003997243,0.001396801,0.9934945,0.00001541319,0.000117183736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971054,0.0012688667,0.0006929283,0.00031776392,0.000427135,0.00018791185],"domain_scores_gemma":[0.99688935,0.0010118838,0.00071678514,0.0006395382,0.0007097362,0.000032697753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034477643,0.00025164484,0.0005539878,0.00013965325,0.000078300014,0.000020576632,0.00036412114,0.0002254135,0.037526697],"category_scores_gemma":[0.00074630463,0.00014498335,0.00012583072,0.000563049,0.00001741998,0.00030815645,0.000095333715,0.00076919125,0.000034608252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013424743,0.0003252997,0.000085183085,0.020344242,0.00009055682,0.00001164071,0.0013102974,3.0401702e-7,4.1651612e-7,0.000027283611,0.9774115,0.0002590392],"study_design_scores_gemma":[0.0009083424,0.0004217685,0.00452562,0.38595614,0.000039468283,2.8755926e-7,0.0016906004,0.000003202218,0.0000010077772,0.0000058004357,0.6063262,0.00012155051],"about_ca_topic_score_codex":0.00006252757,"about_ca_topic_score_gemma":0.00044203622,"teacher_disagreement_score":0.37108526,"about_ca_system_score_codex":0.000056177832,"about_ca_system_score_gemma":0.0002712668,"threshold_uncertainty_score":0.96335316},"labels":[],"label_agreement":null},{"id":"W4394770478","doi":"10.1016/j.jvoice.2024.03.022","title":"Self-Reported Voice and Swallow Questionnaires’ Alignment with Unified Parkinson’s Disease Rating Scale Questions: A Preliminary Study","year":2024,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Rating scale; Psychology; Audiology; Quality of life (healthcare); Montreal Cognitive Assessment; Observational study; Cognition; Disease; Parkinson's disease; Medicine; Physical medicine and rehabilitation; Cognitive impairment; Developmental psychology; Psychiatry; Internal medicine","score_opus":0.026144983100589363,"score_gpt":0.37016661392491135,"score_spread":0.34402163082432197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394770478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824601,0.0031371969,0.00342116,0.0057240045,0.0014952554,0.0019663877,0.0000055911573,0.00022034717,0.0015699937],"genre_scores_gemma":[0.9926937,0.00038635058,0.0036069832,0.00031837288,0.00039755646,0.00012704691,0.0000038511926,0.000034626486,0.0024315172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973171,0.0005964824,0.0008660427,0.00028443764,0.00062338175,0.00031255337],"domain_scores_gemma":[0.99820226,0.00042029604,0.00052675384,0.00024377405,0.00028751208,0.0003194113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847301,0.00020648558,0.00028822012,0.00023142221,0.00047044127,0.00009122843,0.00014916575,0.000058433787,0.0000358544],"category_scores_gemma":[0.00015734707,0.00014955655,0.000057862562,0.0002913919,0.000032435266,0.0005071115,0.00012638024,0.0005855809,0.00003155538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026603595,0.0043026605,0.88743204,0.004591214,0.004160989,0.0061157537,0.03821605,0.00038376043,0.00015492027,0.001676947,0.04228577,0.008019553],"study_design_scores_gemma":[0.0033035919,0.0026533839,0.8651226,0.0048970776,0.003247919,0.00007918843,0.02039499,0.0038568142,0.0000065897034,0.000609399,0.095410354,0.0004180575],"about_ca_topic_score_codex":0.000098380915,"about_ca_topic_score_gemma":0.00016323014,"teacher_disagreement_score":0.053124584,"about_ca_system_score_codex":0.00029173415,"about_ca_system_score_gemma":0.0006313261,"threshold_uncertainty_score":0.60987395},"labels":[],"label_agreement":null},{"id":"W4394784686","doi":"10.1111/jtxs.12823","title":"Validation of the <scp>IDDSI</scp> funnel for liquid flow testing","year":2024,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network","funders":"","keywords":"Syringe; Funnel; Flow (mathematics); Simulation; Syringe driver; Test (biology); Biomedical engineering; Materials science; Computer science; Mechanical engineering; Engineering; Mechanics; Physics; Geology","score_opus":0.11622600262180381,"score_gpt":0.4482605993340575,"score_spread":0.33203459671225366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394784686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.825602,0.054212138,0.017909722,0.033119787,0.031518452,0.004012939,0.00008241104,0.00018895855,0.033353616],"genre_scores_gemma":[0.9835295,0.0003717811,0.0040583317,0.0004638754,0.0015001401,0.000047059046,0.0000014076595,0.000024507322,0.010003368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986683,0.0001294761,0.0006080046,0.00009848605,0.00028413074,0.00021156731],"domain_scores_gemma":[0.99668086,0.0020593032,0.0004916045,0.00012003973,0.0006171706,0.000031053805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280057,0.000111574445,0.0002866992,0.000099974146,0.00037256675,0.0000129191185,0.00018095123,0.00005810176,0.000009507],"category_scores_gemma":[0.0021273794,0.0000601397,0.00016082336,0.00024730427,0.000040456034,0.00015497964,0.0001660174,0.00037117655,0.0000064522114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052564366,0.00011412882,0.007375368,0.004610347,0.0024356253,0.000013579508,0.025323724,0.0006449285,0.004772337,0.0051892586,0.93679935,0.012668793],"study_design_scores_gemma":[0.0030626182,0.0023636408,0.025770536,0.01096654,0.0027812084,0.00002595845,0.13438305,0.002782456,0.0043140408,0.020486671,0.79284453,0.00021872936],"about_ca_topic_score_codex":0.0000019220818,"about_ca_topic_score_gemma":0.0000061293326,"teacher_disagreement_score":0.15792754,"about_ca_system_score_codex":0.00009510341,"about_ca_system_score_gemma":0.00015229557,"threshold_uncertainty_score":0.28655198},"labels":[],"label_agreement":null},{"id":"W4395691555","doi":"10.1002/lary.31462","title":"Injection Medialization in Infants with Vocal Fold Immobility Improves Dysphagia","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Fold (higher-order function); Medicine; Audiology; Vocal fold paralysis; Physical medicine and rehabilitation; Anesthesia; Surgery; Computer science","score_opus":0.02012455751087359,"score_gpt":0.3724459171783335,"score_spread":0.35232135966745987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395691555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435901,0.0007461227,0.0048012948,0.0041393107,0.0031418807,0.0027964113,0.000009284476,0.00043663612,0.040338974],"genre_scores_gemma":[0.99310017,0.000100450496,0.00012392602,0.0008765623,0.00026468147,0.00039214906,0.000034676206,0.00003093026,0.005076441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983171,0.00036726214,0.0003581236,0.0003038211,0.00026688923,0.00038679066],"domain_scores_gemma":[0.9992686,0.00025969965,0.00007085157,0.00030348456,0.000044807755,0.000052548003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012530772,0.00015278524,0.00017894423,0.00012301076,0.00026526113,0.00004018523,0.00017667777,0.00010511709,0.00041269689],"category_scores_gemma":[0.00005375063,0.000090790236,0.000027738291,0.0006131429,0.00006156965,0.00035142718,0.00014677823,0.000498312,0.00028924394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025224322,0.0010031409,0.5000191,0.005418067,0.0012958983,0.00021277064,0.05271996,0.0005367713,0.010229595,0.15094218,0.15611586,0.11898426],"study_design_scores_gemma":[0.0033872544,0.0009591573,0.81041694,0.0015659222,0.00032572288,0.0000056581302,0.0055724923,0.019620737,0.0005779638,0.008418527,0.14841077,0.0007388497],"about_ca_topic_score_codex":0.0009617921,"about_ca_topic_score_gemma":0.0025245866,"teacher_disagreement_score":0.31039786,"about_ca_system_score_codex":0.00018570943,"about_ca_system_score_gemma":0.00021591249,"threshold_uncertainty_score":0.45187417},"labels":[],"label_agreement":null},{"id":"W4396500068","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a3722","title":"Oropharyngeal Dysphagia in Patients With Lung Transplant: A Modifiable Risk Factor","year":2024,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Risk factor; Lung; Lung transplantation; Internal medicine; Intensive care medicine; Surgery","score_opus":0.015198898278590852,"score_gpt":0.3326989069159709,"score_spread":0.3175000086373801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396500068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9161447,0.00019503821,0.004381119,0.0002564077,0.0010035484,0.0019728625,0.00018849132,0.00040368884,0.07545409],"genre_scores_gemma":[0.981105,0.00007843034,0.00048099828,0.00020549155,0.000054088585,0.00016844893,0.00006391355,0.000038547438,0.017805073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982194,0.00016118411,0.00036210325,0.00037140516,0.00031878066,0.000567134],"domain_scores_gemma":[0.99942386,0.00015419627,0.00005295967,0.00021869433,0.00003944139,0.00011082219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022587366,0.00019590829,0.0002360041,0.00019547701,0.00021271552,0.000030886382,0.00014595785,0.00010008937,0.005166016],"category_scores_gemma":[0.000005548193,0.00013255831,0.00003602676,0.00034093834,0.000019002448,0.0003489214,0.00005188395,0.0005642117,0.00052064034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021705778,0.00018350624,0.9735753,0.0007101002,0.00021542593,0.0000419692,0.0025079045,0.00011964793,0.000004187179,0.0054463358,0.012954676,0.004023917],"study_design_scores_gemma":[0.0040840954,0.00023590373,0.956189,0.00055300165,0.00016755033,1.02827464e-7,0.00041690157,0.018009104,0.000009341721,0.00021810859,0.01972561,0.00039131555],"about_ca_topic_score_codex":0.000989019,"about_ca_topic_score_gemma":0.00033532758,"teacher_disagreement_score":0.064960256,"about_ca_system_score_codex":0.0002021848,"about_ca_system_score_gemma":0.000138059,"threshold_uncertainty_score":0.9957434},"labels":[],"label_agreement":null},{"id":"W4396568296","doi":"10.5737/23688653-3312229","title":"The development and implementation of an evidence-based risk reduction algorithm for post-extubation dysphagia in intensive care","year":2023,"lang":"en","type":"article","venue":"˜The œCanadian journal of critical care nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Reduction (mathematics); Intensive care; Computer science; Medicine; Algorithm; Intensive care medicine; Mathematics; Surgery","score_opus":0.06973885130268265,"score_gpt":0.4599407195955981,"score_spread":0.3902018682929155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396568296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96086377,0.0021805998,0.011141369,0.020083684,0.0032192285,0.0022324554,0.000078040925,0.000020339354,0.00018048867],"genre_scores_gemma":[0.9963889,0.000013713437,0.003142237,0.0002064798,0.00014064941,0.00004855524,0.00003307096,0.0000141698365,0.000012208481],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99824256,0.00040180856,0.0005936595,0.00012392076,0.00025870642,0.00037932408],"domain_scores_gemma":[0.9962437,0.00074294675,0.0002325317,0.00010829178,0.002479793,0.00019271139],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001294466,0.00009592591,0.00015214848,0.0002787582,0.0013050956,0.000053268122,0.00013256034,0.00006808213,0.000014723079],"category_scores_gemma":[0.00042901773,0.00006940355,0.000042426134,0.00024199017,0.00016358757,0.00024580024,0.00001026033,0.00030965908,0.0000015332524],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069833,0.0000062027634,0.003972544,0.00022431568,0.000025188525,0.000008004342,0.08182467,0.000046144673,0.00003849671,0.0011650949,0.00046542432,0.9121541],"study_design_scores_gemma":[0.0009044114,0.0004932306,0.1223865,0.0008858986,0.00015423291,0.0000035234941,0.8708939,0.0014596881,0.00026155091,0.0015344289,0.0009151982,0.00010745482],"about_ca_topic_score_codex":0.003316138,"about_ca_topic_score_gemma":0.11729021,"teacher_disagreement_score":0.9120466,"about_ca_system_score_codex":0.0008710509,"about_ca_system_score_gemma":0.0019941463,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W4396581336","doi":"10.1186/s13643-024-02530-3","title":"Risk factors and long-term outcomes of oropharyngeal dysphagia in persons with multiple sclerosis: a systematic review protocol","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; CINAHL; Dysphagia; Oropharyngeal dysphagia; Cochrane Library; MEDLINE; Aspiration pneumonia; Malnutrition; Intensive care medicine; Systematic review; Scopus; Pneumonia; Meta-analysis; Physical therapy; Pediatrics; Surgery; Internal medicine; Nursing","score_opus":0.16672379460082615,"score_gpt":0.4636112863141039,"score_spread":0.2968874917132778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396581336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027575281,0.5568469,0.00002569329,0.000009384563,0.00019046615,0.44263774,0.00006095088,0.000059212667,0.00016687032],"genre_scores_gemma":[0.000005920581,0.5432368,0.00008840345,0.000039906543,0.000020597701,0.45513833,0.000031930114,0.00010323495,0.0013349093],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9757712,0.011824193,0.00963303,0.0010573338,0.0009121033,0.00080217654],"domain_scores_gemma":[0.9859553,0.002552949,0.009095902,0.002001249,0.00013927904,0.00025533393],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009946036,0.0016522344,0.022860248,0.0006151748,0.00023435405,0.000067068424,0.0008655371,0.0004159254,0.00014257993],"category_scores_gemma":[0.0024095343,0.00071285793,0.0013048813,0.0011382145,0.00009027774,0.00023390062,0.0004419211,0.001367924,0.0006196439],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002636221,0.00009566485,0.0044637923,0.99135596,0.0017393357,0.000020918505,0.0005764939,1.3383232e-8,1.0175624e-8,0.000051992345,0.0010326287,0.00066057895],"study_design_scores_gemma":[0.00056990085,0.00010973323,0.00024702467,0.95360696,0.030253416,0.000008238993,0.00027946068,0.0000046889954,6.9627983e-9,0.0000023395887,0.01432943,0.0005887835],"about_ca_topic_score_codex":0.00010040783,"about_ca_topic_score_gemma":0.00031005987,"teacher_disagreement_score":0.03774896,"about_ca_system_score_codex":0.0005401708,"about_ca_system_score_gemma":0.00044607825,"threshold_uncertainty_score":0.99962246},"labels":[],"label_agreement":null},{"id":"W4396582198","doi":"10.1016/s0167-8140(24)00588-7","title":"259 Acute swallowing outcomes in oropharyngeal cancers following clinical introduction of dysphagia-optimised IMRT (DO-IMRT) at a single tertiary centre","year":2024,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Swallowing; Oropharyngeal dysphagia; Dysphagia; Radiology; Tertiary care; Internal medicine","score_opus":0.03281545168851662,"score_gpt":0.4300576023558789,"score_spread":0.3972421506673623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396582198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97354513,0.0037436325,0.0005532763,0.0125835715,0.0065713148,0.0010824337,0.000010616632,0.00013180733,0.0017782243],"genre_scores_gemma":[0.97711843,0.0044892402,0.0040336945,0.00307706,0.0011934998,0.00012253334,0.000046524736,0.00007578203,0.009843219],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970589,0.0006657636,0.00096398557,0.00056349643,0.00019297785,0.0005548722],"domain_scores_gemma":[0.9987232,0.0006876761,0.0001809266,0.00025100308,0.000028224009,0.00012895482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012049543,0.0002382947,0.00081158424,0.00023661477,0.00020920092,0.000016652619,0.00015394215,0.0003295416,0.0008019238],"category_scores_gemma":[0.000040664254,0.00020232171,0.00020839192,0.00023971773,0.00010089766,0.00023321778,0.00011262738,0.0005578446,0.000018005945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013054113,0.0006681479,0.7986875,0.0006042763,0.0036209002,0.00067538914,0.01250025,0.00013036889,0.012527383,0.0013336355,0.05720617,0.11074055],"study_design_scores_gemma":[0.017270654,0.0022040145,0.17625046,0.000532041,0.0009728962,0.000016124017,0.0036539081,0.006702411,0.00027600522,0.00038403904,0.790871,0.00086640887],"about_ca_topic_score_codex":0.00018389145,"about_ca_topic_score_gemma":0.00064583594,"teacher_disagreement_score":0.7336649,"about_ca_system_score_codex":0.002229469,"about_ca_system_score_gemma":0.00038197907,"threshold_uncertainty_score":0.8780503},"labels":[],"label_agreement":null},{"id":"W4396669728","doi":"10.1001/jamainternmed.2024.0736","title":"Thick Liquids and Clinical Outcomes in Hospitalized Patients With Alzheimer Disease and Related Dementias and Dysphagia","year":2024,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Medicine; Dysphagia; Disease; Dementia; Alzheimer's disease; Intensive care medicine; Pediatrics; Internal medicine; Surgery","score_opus":0.030670517078578485,"score_gpt":0.4027066589321881,"score_spread":0.3720361418536096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396669728","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33535394,0.003886423,0.000017187702,0.64989614,0.0034272284,0.002332938,0.00004854508,0.000097519805,0.0049400534],"genre_scores_gemma":[0.25860846,0.003958462,0.00020466598,0.70308155,0.002207791,0.0003689667,0.0005951381,0.00021352958,0.030761432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962604,0.0004869426,0.001308912,0.0008007816,0.0006145747,0.0005283977],"domain_scores_gemma":[0.9979333,0.00088116515,0.00042105545,0.000338425,0.0001222046,0.00030384277],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009564837,0.000493603,0.0009890493,0.0003460797,0.00011689738,0.000043214248,0.00019612689,0.0006306329,0.00058791804],"category_scores_gemma":[0.00037448763,0.000304286,0.000059232003,0.00013083268,0.00040075812,0.00018967119,0.00056940835,0.0036555086,0.000041531046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002725238,0.00004433493,0.6185316,0.00045364612,0.0013473239,0.00059938786,0.00036933168,1.5165286e-8,2.8530426e-8,0.000090295536,0.3769342,0.0013573308],"study_design_scores_gemma":[0.00812199,0.00081665174,0.8110706,0.0041499767,0.0023610664,0.0000014866648,0.00012576913,0.000047252346,2.2047761e-8,0.00056577084,0.17244856,0.00029086735],"about_ca_topic_score_codex":0.0004292025,"about_ca_topic_score_gemma":0.000065917004,"teacher_disagreement_score":0.20448565,"about_ca_system_score_codex":0.00006841263,"about_ca_system_score_gemma":0.00008198047,"threshold_uncertainty_score":0.99994093},"labels":[],"label_agreement":null},{"id":"W4398250189","doi":"10.1016/j.gie.2024.05.010","title":"Clinical outcomes of peroral endoscopic myotomy with and without septotomy for management of epiphrenic diverticula: an international multicenter experience (with video)","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Myotomy; General surgery; Multicenter study; Surgery; Achalasia; Randomized controlled trial; Esophagus","score_opus":0.049848028939659866,"score_gpt":0.4405408810294167,"score_spread":0.3906928520897568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398250189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9240278,0.000032042703,0.07233106,0.00020647579,0.00038544546,0.0018058232,0.000036266425,0.0000902465,0.0010848359],"genre_scores_gemma":[0.77396464,0.000022420732,0.22473292,0.00008736058,0.000048653135,0.00043920093,0.000023534669,0.000028667027,0.00065259845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977767,0.00015120191,0.00074826664,0.00051596586,0.00038796224,0.00041989688],"domain_scores_gemma":[0.99862814,0.00043916018,0.00026854262,0.00032230356,0.00019281414,0.00014906416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049673556,0.00025672637,0.00045487692,0.00013743313,0.00011684068,0.00002626725,0.00028873654,0.00003594049,0.00016309474],"category_scores_gemma":[0.000053514468,0.00017330369,0.00008760669,0.00012272854,0.00026527213,0.0003812026,0.00022318968,0.0002423719,0.0000074097393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009679716,0.00022802502,0.99253666,0.0008292541,0.00037377968,0.000025658299,0.0006751234,0.000011016469,0.0002060547,0.0031410651,0.00007840447,0.0009269595],"study_design_scores_gemma":[0.005219309,0.0015666366,0.98311114,0.002702713,0.0003263001,0.0000062494523,0.0037549837,0.0022419137,0.00008373983,0.00006195728,0.00075725006,0.00016782417],"about_ca_topic_score_codex":0.000083327766,"about_ca_topic_score_gemma":0.00004532398,"teacher_disagreement_score":0.15240186,"about_ca_system_score_codex":0.00006081148,"about_ca_system_score_gemma":0.00008839928,"threshold_uncertainty_score":0.70671195},"labels":[],"label_agreement":null},{"id":"W4399155147","doi":"10.1007/s00455-024-10710-5","title":"Accuracy of Dysphagia Screening by Non-clinical Research Staff in the Emergency Department","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Aging; School of Medicine and Public Health, University of Wisconsin-Madison","keywords":"Dysphagia; Medicine; Emergency department; Swallowing; Population; Triage; Aspiration pneumonia; Otorhinolaryngology; Physical therapy; Emergency medicine; Family medicine; Pneumonia; Internal medicine; Surgery; Nursing","score_opus":0.16894880204335425,"score_gpt":0.5556461190021963,"score_spread":0.386697316958842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399155147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70732504,0.017909797,0.015243727,0.01705873,0.012080565,0.012244156,0.0003195614,0.00049688097,0.21732156],"genre_scores_gemma":[0.98244494,0.0022736941,0.0009635524,0.00034005623,0.00038036256,0.00078520476,0.00014557668,0.00006358895,0.012603048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99294674,0.0021412077,0.0017545643,0.0006985583,0.0012717384,0.0011872167],"domain_scores_gemma":[0.99549913,0.0029693746,0.00024511587,0.00087876985,0.00023177768,0.00017580167],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01116499,0.00028476253,0.00047024168,0.00034212123,0.0005238739,0.000048265094,0.0009752366,0.00026102876,0.0033875725],"category_scores_gemma":[0.0005748671,0.00020252191,0.00017378906,0.0014778719,0.0001600004,0.00036833007,0.0005313695,0.0021115923,0.001091728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010357648,0.0005445985,0.039804585,0.0006580312,0.00032335534,0.00011265986,0.004185385,0.0000072951852,0.00019809374,0.009697852,0.91299844,0.031366136],"study_design_scores_gemma":[0.0018239289,0.0006176827,0.070064045,0.000675798,0.00015972582,0.0000016625521,0.015264913,0.002736421,0.00010892858,0.002358858,0.90575814,0.0004298767],"about_ca_topic_score_codex":0.00049342425,"about_ca_topic_score_gemma":0.00026423327,"teacher_disagreement_score":0.2751199,"about_ca_system_score_codex":0.00014716013,"about_ca_system_score_gemma":0.0003938178,"threshold_uncertainty_score":0.99968606},"labels":[],"label_agreement":null},{"id":"W4399208696","doi":"10.3390/jcm13113268","title":"Swallowing Assessment in Post-Comatose Patients: A Feasibility Study on the SWADOC Tool","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds Léon Fredericq; European Space Agency; Fundação Bial; Koning Boudewijnstichting; National Natural Science Foundation of China; European Commission; Mind Science Foundation","keywords":"Medicine; Swallowing; Intensive care medicine; Anesthesia; Surgery","score_opus":0.18657598502528552,"score_gpt":0.5843422621615948,"score_spread":0.3977662771363093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399208696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94055367,0.000089683774,0.0001459149,0.03959064,0.005930165,0.0016907795,0.000001676683,0.000025909016,0.011971586],"genre_scores_gemma":[0.99229527,0.000075844604,0.00009670302,0.005934711,0.0010355702,0.000033829892,0.0000021072915,0.000018492916,0.0005074896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99288267,0.002208019,0.0032639317,0.00026235238,0.0010600226,0.00032302234],"domain_scores_gemma":[0.9907911,0.0076868306,0.0006533761,0.0003889791,0.00032766463,0.00015207106],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0187273,0.00017563703,0.00076693663,0.00021420595,0.00015499567,0.000017821802,0.00037544928,0.00010622823,0.0008315185],"category_scores_gemma":[0.005235634,0.00008394737,0.00020010176,0.00033752888,0.00007648796,0.0001891794,0.00015399874,0.0026149182,0.00006447459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034080527,0.00238595,0.95962465,0.00011798513,0.00028410132,0.00020784643,0.0018975985,0.0000020353275,0.0000062640547,0.002780118,0.020365534,0.011987139],"study_design_scores_gemma":[0.004875739,0.0049999584,0.9670599,0.0016458073,0.00017905043,5.996481e-7,0.0107198395,0.000120341596,1.8609097e-7,0.0011181454,0.009199445,0.00008096502],"about_ca_topic_score_codex":0.000037741193,"about_ca_topic_score_gemma":0.000056827612,"teacher_disagreement_score":0.051741607,"about_ca_system_score_codex":0.00025942156,"about_ca_system_score_gemma":0.0005294296,"threshold_uncertainty_score":0.99968606},"labels":[],"label_agreement":null},{"id":"W4399226166","doi":"10.1590/2317-1782/20242022319en","title":"Swallowing performance of elderly people and sociodemographic, cognitive and language factors","year":2024,"lang":"en","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Cognition; Logistic regression; Medicine; Mini–Mental State Examination; Gerontology; Risk factor; Psychology; Physical therapy; Clinical psychology; Cognitive impairment; Psychiatry; Internal medicine; Surgery","score_opus":0.025914985704231584,"score_gpt":0.37635999628932065,"score_spread":0.3504450105850891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399226166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150234,0.0022487084,0.000096767006,0.0002521329,0.00025955727,0.00031184783,0.000011621996,0.000071307266,0.0052457303],"genre_scores_gemma":[0.9972083,0.0006805266,0.000049000184,0.00008429625,0.000034755078,0.000023513123,0.000014763513,0.000012061992,0.0018928058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936384,0.000050407685,0.00015260867,0.00015341374,0.00010064452,0.00017907961],"domain_scores_gemma":[0.99953794,0.00029134317,0.000035785415,0.00006130154,0.000026017373,0.000047578902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021986988,0.000084131374,0.0001401887,0.00010013801,0.00018550741,0.000013454571,0.000036735208,0.000057627498,0.00014043579],"category_scores_gemma":[0.00002076895,0.0000686646,0.00002442222,0.00013607323,0.000044499524,0.00013750064,0.00008819077,0.0001925321,0.000013632322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001820786,0.000020213207,0.93408924,0.0018002739,0.00015642321,0.0000066304456,0.03976797,1.3570659e-7,0.0005305073,0.0024455127,0.00135713,0.01980778],"study_design_scores_gemma":[0.0006529484,0.00022079353,0.9488568,0.00088057213,0.00017149062,5.176679e-7,0.04378662,0.0007919697,0.00016850959,0.00017467602,0.0041128527,0.00018229926],"about_ca_topic_score_codex":0.00007451637,"about_ca_topic_score_gemma":0.00008135717,"teacher_disagreement_score":0.019625481,"about_ca_system_score_codex":0.000012019628,"about_ca_system_score_gemma":0.0000367267,"threshold_uncertainty_score":0.28000614},"labels":[],"label_agreement":null},{"id":"W4399228853","doi":"10.1590/2317-1782/20242022319pt","title":"Desempenho de deglutição de idosos e seus fatores sociodemográficos, cognitivos e de linguagem","year":2024,"lang":"pt","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Cognition; Gerontology; Psychology; Psychiatry","score_opus":0.05612698532951618,"score_gpt":0.4485612115324671,"score_spread":0.3924342262029509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399228853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62103415,0.05812485,0.17740458,0.026616754,0.013083333,0.0071051656,0.00054926355,0.0033989993,0.0926829],"genre_scores_gemma":[0.9244047,0.0019005514,0.0017720924,0.0048606955,0.0013898971,0.00035398974,0.00008623672,0.00019707804,0.06503478],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428105,0.0012103048,0.000826641,0.0008428108,0.0005320985,0.0023071207],"domain_scores_gemma":[0.99718994,0.0011415901,0.00021088083,0.00060283084,0.00014024042,0.0007145138],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026228386,0.00058739685,0.0005644439,0.00036958684,0.0011253163,0.00034989396,0.0006508072,0.00075176393,0.0032616756],"category_scores_gemma":[0.0004934401,0.0006109198,0.00032689888,0.000628907,0.00018321165,0.000284424,0.00065272563,0.0019214129,0.0037199762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022964389,0.0008074865,0.06865158,0.0094610825,0.0021163763,0.0028650977,0.07662712,0.00006030132,0.002409827,0.040699586,0.762337,0.033734895],"study_design_scores_gemma":[0.004652164,0.00067821733,0.042364128,0.009059271,0.0036755383,0.000078756086,0.05855835,0.05466161,0.0035273756,0.01753779,0.8024468,0.002760038],"about_ca_topic_score_codex":0.0003662632,"about_ca_topic_score_gemma":0.00027747577,"teacher_disagreement_score":0.30337054,"about_ca_system_score_codex":0.0016861004,"about_ca_system_score_gemma":0.0033172567,"threshold_uncertainty_score":0.9996342},"labels":[],"label_agreement":null},{"id":"W4399380845","doi":"10.1044/2024_jslhr-24-00066","title":"A Preliminary Study of Vallecular Bolus Aggregation in Healthy Swallowing of Solid Food Boluses","year":2024,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; Toronto Rehabilitation Institute; Canada Research Chairs","keywords":"Interquartile range; Bolus (digestion); Medicine; Swallowing; Dysphagia; Pharynx; Anesthesia; Surgery","score_opus":0.1174267303485318,"score_gpt":0.5049428313007766,"score_spread":0.38751610095224476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399380845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905617,0.0070978743,0.000051408842,0.00065885455,0.00018077981,0.0007077774,0.000001857147,0.000009355147,0.0007303647],"genre_scores_gemma":[0.998252,0.00066820416,0.0004774051,0.000026491152,0.00015969106,0.0000135485825,8.7031833e-7,0.000017395343,0.00038441722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973868,0.000499155,0.0008049891,0.00015698661,0.00079592835,0.0003561373],"domain_scores_gemma":[0.9987803,0.0005380061,0.00017538783,0.00016458718,0.00025154446,0.00009016864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048968233,0.00008510878,0.00035155556,0.0009387578,0.00013924041,0.000018646977,0.00016367904,0.00007777404,0.000060151713],"category_scores_gemma":[0.00024315769,0.00006994733,0.00005568753,0.00051357807,0.00003425495,0.00021276684,0.00025593542,0.0009825467,0.0000030951248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047082417,0.0036229757,0.3236293,0.017651802,0.0014864014,0.004266824,0.374505,0.0001548312,0.019591896,0.0018323627,0.00513438,0.243416],"study_design_scores_gemma":[0.008698156,0.027640847,0.42404687,0.012398513,0.00021759648,0.00005120125,0.5168699,0.0017963576,0.0036212425,0.0017055653,0.0026020466,0.00035171022],"about_ca_topic_score_codex":0.0007575133,"about_ca_topic_score_gemma":0.00032042045,"teacher_disagreement_score":0.24306428,"about_ca_system_score_codex":0.00013708805,"about_ca_system_score_gemma":0.00034572327,"threshold_uncertainty_score":0.42687312},"labels":[],"label_agreement":null},{"id":"W4399999462","doi":"10.1016/j.artmed.2024.102921","title":"Towards a comprehensive bedside swallow screening protocol using cross-domain transformation and high-resolution cervical auscultation","year":2024,"lang":"en","type":"article","venue":"Artificial Intelligence in Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North York General Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Computer science; Swallowing; Auscultation; Artificial intelligence; Machine learning; Medicine; Radiology","score_opus":0.16020182984574247,"score_gpt":0.504854449014252,"score_spread":0.34465261916850953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399999462","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20313653,0.00008547039,0.7585148,0.0051433444,0.00079964474,0.030316534,0.0000049387227,0.00017157046,0.0018271164],"genre_scores_gemma":[0.9794205,0.000026622802,0.008895452,0.0005402281,0.00050598435,0.010449915,0.000047539655,0.000026488871,0.00008726714],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757445,0.00029241675,0.00097325543,0.00033752527,0.0004164367,0.00040593738],"domain_scores_gemma":[0.99921554,0.00029336574,0.00011144125,0.0001284898,0.0001544059,0.00009673817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012270309,0.00018428467,0.0002749644,0.00033334282,0.00035943434,0.00004652924,0.00010560675,0.00014650979,0.00054042373],"category_scores_gemma":[0.00009924046,0.00015110285,0.000032232107,0.00056862953,0.00018689115,0.00047841528,0.000059552724,0.00049609406,0.00005596966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092921936,0.00017122313,0.0037347116,0.0037589432,0.00016783873,0.00011371011,0.053918842,0.008672969,0.010882371,0.44990653,0.00064108864,0.46710256],"study_design_scores_gemma":[0.00075720815,0.0004703015,0.024263049,0.0038491462,0.00010116042,0.0000051938578,0.033716418,0.8190567,0.0008424786,0.10360348,0.012916585,0.00041829486],"about_ca_topic_score_codex":0.0024049534,"about_ca_topic_score_gemma":0.00064341485,"teacher_disagreement_score":0.81038374,"about_ca_system_score_codex":0.0002125995,"about_ca_system_score_gemma":0.000104709194,"threshold_uncertainty_score":0.6161795},"labels":[],"label_agreement":null},{"id":"W4400105386","doi":"10.1016/j.cegh.2024.101707","title":"Aspiration pneumonia among stroke patients in Ethiopia: Systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Clinical Epidemiology and Global Health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Meta-analysis; Confidence interval; Pneumonia; Funnel plot; Subgroup analysis; Publication bias; Epidemiology; MEDLINE; Internal medicine; Aspiration pneumonia","score_opus":0.25763607877138345,"score_gpt":0.5856051099141458,"score_spread":0.3279690311427624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400105386","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088683754,0.6662743,0.006160943,0.21412511,0.0024399795,0.016511368,0.00041873427,0.00039115164,0.0049946643],"genre_scores_gemma":[0.7526765,0.07872175,0.0008314744,0.16385405,0.00009594946,0.0008942469,0.00018246654,0.00001940374,0.0027241819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98508805,0.010345859,0.003310243,0.0006224679,0.00011535591,0.0005180176],"domain_scores_gemma":[0.9922639,0.0063619297,0.00070990575,0.00030920948,0.00006202029,0.00029300395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023303427,0.00020303325,0.0038169688,0.00009095229,0.00022809966,0.000007019628,0.00010774672,0.00033769174,0.00008474299],"category_scores_gemma":[0.004129585,0.00013331672,0.0004095088,0.00042210083,0.00014589119,0.00011921095,0.00015819141,0.00082611106,0.00004794638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008723958,0.00007898964,0.80452365,0.1293725,0.014601155,0.000003694749,0.000057411427,0.0000031326442,1.8259815e-9,0.046589453,0.0043276222,0.0004336712],"study_design_scores_gemma":[0.00029637094,0.00031092225,0.8960182,0.0021207205,0.09476062,2.669027e-7,0.00006563871,0.00072168704,7.0609824e-10,0.0048351935,0.0007428937,0.0001274715],"about_ca_topic_score_codex":0.00069901714,"about_ca_topic_score_gemma":0.0030975775,"teacher_disagreement_score":0.6639927,"about_ca_system_score_codex":0.00014378429,"about_ca_system_score_gemma":0.00016212245,"threshold_uncertainty_score":0.8076549},"labels":[],"label_agreement":null},{"id":"W4400125485","doi":"10.1111/coa.14194","title":"Identifying High‐Quality Non‐Instrumental Dysphagia Screening Tools for Detection of Adult Dysphagia Case in Acute‐Care Settings: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Clinical Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science and Technology Council","keywords":"Dysphagia; Medicine; Disease; Quality (philosophy); Intensive care medicine; Acute care; Physical therapy; Pediatrics; Health care; Surgery; Pathology","score_opus":0.1501141911314954,"score_gpt":0.5379848370426674,"score_spread":0.38787064591117204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400125485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053974875,0.9640111,0.0025595543,0.00014579216,0.0044468455,0.027348915,0.0005179632,0.000185873,0.0002442377],"genre_scores_gemma":[0.0015399051,0.9824091,0.00246163,0.0014410361,0.00034301192,0.010121907,0.0009429892,0.00018705793,0.0005533444],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98129797,0.005282549,0.010218707,0.0015795493,0.00047630523,0.0011449012],"domain_scores_gemma":[0.98598605,0.007124938,0.004802375,0.0013206191,0.00048318034,0.00028282029],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00742024,0.000987343,0.009111871,0.0005736246,0.00039876837,0.00006158437,0.00085250067,0.0017114407,0.00012186397],"category_scores_gemma":[0.0048652566,0.00078957365,0.0020043864,0.00097486394,0.00018800446,0.00042536893,0.0010450658,0.0031690004,0.00032847107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046058994,0.00011064489,0.00009612012,0.9183788,0.0022944065,0.00069249806,0.00018337232,5.0830963e-8,6.682223e-7,0.000677383,0.0009502298,0.07656979],"study_design_scores_gemma":[0.0022085076,0.0005591911,0.000098435696,0.9255485,0.032437116,0.00025916018,0.0019359426,0.00005005201,0.0000011408599,0.00011479021,0.035892516,0.0008946349],"about_ca_topic_score_codex":0.00019407753,"about_ca_topic_score_gemma":0.00039192347,"teacher_disagreement_score":0.07567515,"about_ca_system_score_codex":0.00062145997,"about_ca_system_score_gemma":0.000618631,"threshold_uncertainty_score":0.99958456},"labels":[],"label_agreement":null},{"id":"W4400407710","doi":"10.1007/s41999-024-01017-7","title":"Instruments for measuring the neuromuscular function domain of vitality capacity in older persons: an umbrella review","year":2024,"lang":"en","type":"review","venue":"European Geriatric Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Vrije Universiteit Brussel; World Health Organization","keywords":"Medicine; Context (archaeology); Physical medicine and rehabilitation; Checklist; Physical therapy; Dynamometer; Vitality; Isometric exercise; Psychology; Mechanical engineering","score_opus":0.2216208748148362,"score_gpt":0.4357377852816113,"score_spread":0.21411691046677508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400407710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010623049,0.9765903,0.00029272528,0.0005269303,0.0030641025,0.0074108564,0.000037519956,0.000080141355,0.011891247],"genre_scores_gemma":[0.000116893476,0.99526584,0.00011148928,0.00080897263,0.0011795632,0.00046172182,0.00019873858,0.00012987516,0.0017269222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912393,0.0049128574,0.0020342262,0.00071411673,0.0005916553,0.0005078612],"domain_scores_gemma":[0.9973897,0.00033334078,0.001064736,0.0009716109,0.00010097341,0.00013966697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010503297,0.0005184583,0.0018856274,0.00036575517,0.00025177305,0.000010107551,0.0006038669,0.00012552163,0.0002678571],"category_scores_gemma":[0.00039966963,0.00029306076,0.00038292722,0.0009972906,0.0000915936,0.000097956385,0.0003005177,0.0010572694,0.0001202167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001800458,0.000111035064,0.00003652265,0.45775115,0.00039308582,0.00002211449,0.0010394567,1.4775256e-7,0.0000013916085,0.0008338099,0.052575,0.4872183],"study_design_scores_gemma":[0.0007610152,0.00017536512,0.00034354895,0.09215867,0.0038589789,0.00000269966,0.00034465155,0.000003259501,1.0439762e-8,0.00007943889,0.90205884,0.00021352113],"about_ca_topic_score_codex":0.00008821963,"about_ca_topic_score_gemma":0.000018056848,"teacher_disagreement_score":0.84948385,"about_ca_system_score_codex":0.00024073319,"about_ca_system_score_gemma":0.00021509407,"threshold_uncertainty_score":0.99995214},"labels":[],"label_agreement":null},{"id":"W4400668136","doi":"10.1044/2024_jslhr-24-00106","title":"How Do Quantitative Videofluoroscopy Measures Differ Between People With Amyotrophic Lateral Sclerosis and Age-Matched Healthy Adults?","year":2024,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; Nestlé Health Science","keywords":"Swallowing; Medicine; Dysphagia; Amyotrophic lateral sclerosis; Cohort; Population; Cohort study; Audiology; Pediatrics; Internal medicine; Disease; Surgery","score_opus":0.13208996088612612,"score_gpt":0.45684014044443055,"score_spread":0.32475017955830443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400668136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821374,0.0062456215,0.00027593662,0.010333075,0.00015120683,0.00054013386,0.000009067326,0.00003433807,0.0002732474],"genre_scores_gemma":[0.9924241,0.002567176,0.0029549492,0.000092806054,0.00050109235,0.000022794426,0.0000038318826,0.000038038695,0.0013952354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972474,0.0004917563,0.00040214017,0.00028933282,0.0009272325,0.00064212305],"domain_scores_gemma":[0.99829173,0.00078765734,0.00012275537,0.00017338528,0.00032444307,0.00030002423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002806001,0.00017091856,0.00048097415,0.00054415275,0.00056169723,0.00041034917,0.00016051669,0.000117649986,0.00006007181],"category_scores_gemma":[0.00014409576,0.00011284497,0.000051182364,0.00041908276,0.0001291032,0.00045444258,0.0002218493,0.001611839,0.000011371963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036882171,0.00015782207,0.7375405,0.0071323644,0.0011859662,0.0021679616,0.1225421,0.0000018481645,0.018246237,0.003037275,0.0068913894,0.097408324],"study_design_scores_gemma":[0.003321435,0.0038165483,0.9242744,0.0066139945,0.00016162882,0.000035409914,0.056217674,0.00010322869,0.00056330505,0.001018425,0.0035338725,0.0003400766],"about_ca_topic_score_codex":0.0007478612,"about_ca_topic_score_gemma":0.00045877133,"teacher_disagreement_score":0.18673392,"about_ca_system_score_codex":0.00014944575,"about_ca_system_score_gemma":0.00020441617,"threshold_uncertainty_score":0.7002728},"labels":[],"label_agreement":null},{"id":"W4401398129","doi":"10.1016/j.chest.2024.03.022","title":"Response","year":2024,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science","score_opus":0.08334251298921673,"score_gpt":0.4406160873426971,"score_spread":0.35727357435348034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401398129","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018388416,0.00065559393,0.00025857604,0.9230892,0.011972834,0.00034960857,0.000013956041,0.000130709,0.06334564],"genre_scores_gemma":[0.0000629336,0.00017942245,0.00037261972,0.61847156,0.014088621,0.000043394914,0.000029702498,0.00007749489,0.3666742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968201,0.000978735,0.00063807535,0.00027459528,0.00053940306,0.0007491028],"domain_scores_gemma":[0.99848056,0.00058539957,0.00034836386,0.00034703055,0.000119039556,0.000119582044],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023437215,0.0002821174,0.00034961678,0.00037145152,0.0006163797,0.000113150745,0.000432103,0.0008273465,0.0053757895],"category_scores_gemma":[0.00014335595,0.00021739873,0.00020564295,0.00015767344,0.000039155817,0.000107505635,0.0002492147,0.011082751,0.010490153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059972903,0.0000072513003,0.00007898176,0.0007774743,0.0001948929,0.0037599194,0.00048374452,1.4787861e-7,0.000010558692,0.000074071555,0.99407166,0.00048129563],"study_design_scores_gemma":[0.0003158662,0.000052516785,0.00052059395,0.0007784511,0.00018437115,0.000045556815,0.00029112684,0.0000044668946,0.0000012092806,0.0018423522,0.9957419,0.00022159897],"about_ca_topic_score_codex":0.0000039143024,"about_ca_topic_score_gemma":0.0000017023448,"teacher_disagreement_score":0.3046176,"about_ca_system_score_codex":0.0005740923,"about_ca_system_score_gemma":0.00088021654,"threshold_uncertainty_score":0.9955334},"labels":[],"label_agreement":null},{"id":"W4401545568","doi":"10.1017/s1463423626101078","title":"Building bridges: The integral presence of audiologists and speech-language pathologists in comprehensive interprofessional primary care teams","year":2024,"lang":"en","type":"preprint","venue":"Primary Health Care Research & Development","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Simon Fraser University; Bruyère; The Wilson Centre; University of Toronto; University Health Network; Western University","funders":"Employment and Social Development Canada; Government of Canada","keywords":"Primary care; Nursing; Psychology; Rehabilitation; Medicine; Language barrier; Medical education; Family medicine; Linguistics; Physical therapy","score_opus":0.06835967030138379,"score_gpt":0.48407409250896233,"score_spread":0.41571442220757854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401545568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715994,0.09822332,0.000346717,0.0075112516,0.0034274245,0.011060757,0.00027274477,0.00022695426,0.0073314407],"genre_scores_gemma":[0.94877994,0.010290161,0.03059718,0.0031831907,0.0004037218,0.0038090344,0.0015358737,0.00014425362,0.0012566332],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9877615,0.0045395005,0.0020940755,0.001610591,0.0020319242,0.001962391],"domain_scores_gemma":[0.9943592,0.0024327477,0.0006700868,0.0011126645,0.0010451091,0.00038016745],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0061795255,0.0006856651,0.0013928436,0.0010437784,0.0010095576,0.00007663502,0.0014960276,0.000629781,0.000050210634],"category_scores_gemma":[0.0003935082,0.0004892241,0.00014948893,0.00064047024,0.00077166944,0.000101920996,0.018335644,0.0083215805,0.000049317256],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0008409145,0.00025123055,0.048138052,0.12781446,0.00035647274,0.0006648669,0.30173796,0.000061215724,0.00036885423,0.0018525311,0.032977276,0.48493618],"study_design_scores_gemma":[0.0018513384,0.00045996648,0.62615126,0.035540387,0.000050934228,0.000015902842,0.29616198,0.000079339145,0.00018767567,0.0021592707,0.03621519,0.001126759],"about_ca_topic_score_codex":0.0033011455,"about_ca_topic_score_gemma":0.0022137195,"teacher_disagreement_score":0.57801324,"about_ca_system_score_codex":0.009965432,"about_ca_system_score_gemma":0.01951336,"threshold_uncertainty_score":0.9997559},"labels":[],"label_agreement":null},{"id":"W4401628739","doi":"10.1044/2023_ajslp-22-00167","title":"Videofluoroscopic Swallowing Studies: A Proposed Checklist","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Transparency (behavior); Checklist; Oropharyngeal dysphagia; Rigour; Critical appraisal; Audit; Medical education; Medicine; Medical physics; Swallowing; Psychology; Computer science; Alternative medicine; Surgery; Pathology; Accounting","score_opus":0.030064827951780875,"score_gpt":0.4469951168756503,"score_spread":0.4169302889238694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401628739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97225016,0.008940348,0.002732954,0.0046366444,0.0040068063,0.00050622836,0.000006699046,0.00014630283,0.0067738746],"genre_scores_gemma":[0.97608554,0.000858231,0.013251119,0.0021228718,0.0012286293,0.000023959763,0.0000043129116,0.000057139423,0.0063681686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99723136,0.0005773605,0.0009555943,0.0002931136,0.00035425258,0.00058828737],"domain_scores_gemma":[0.9982948,0.000505035,0.0005565391,0.00028549138,0.00020774643,0.00015041512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017724228,0.0002330264,0.0007407804,0.0004188208,0.0002173844,0.000025969439,0.00033988722,0.00007544154,0.000447086],"category_scores_gemma":[0.00033768738,0.00017383299,0.00018689832,0.0005315019,0.00032045334,0.00023032849,0.0001961802,0.00094095897,0.00026710017],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000319167,0.00025916184,0.0160265,0.0016160317,0.0024147746,0.040557973,0.123029806,0.00001211445,0.08033711,0.004869675,0.03751416,0.69304353],"study_design_scores_gemma":[0.005205606,0.0076886397,0.015481657,0.005590722,0.0018819601,0.0017423527,0.747,0.00025565538,0.0048472607,0.0028685082,0.20592631,0.0015113688],"about_ca_topic_score_codex":0.000056956505,"about_ca_topic_score_gemma":0.00003409342,"teacher_disagreement_score":0.69153214,"about_ca_system_score_codex":0.00031746467,"about_ca_system_score_gemma":0.000368837,"threshold_uncertainty_score":0.70887035},"labels":[],"label_agreement":null},{"id":"W4401631537","doi":"10.1044/2024_ajslp-22-00183","title":"Participant Characteristics for Dysphagia Research: A Proposed Checklist","year":2024,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Dysphagia; Psychology; Medicine; Applied psychology; Cognitive psychology; Surgery","score_opus":0.2579696226681297,"score_gpt":0.5692615869399383,"score_spread":0.3112919642718086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401631537","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064172444,0.98971635,0.00056823425,0.0007335081,0.0033759559,0.0033399048,0.00026802026,0.000075761796,0.0012805129],"genre_scores_gemma":[0.00048399196,0.98048055,0.006028607,0.00032778984,0.0028958337,0.00043029597,0.00012330762,0.00021023407,0.009019416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918004,0.0025527326,0.00289067,0.0005927116,0.00068586715,0.0014776079],"domain_scores_gemma":[0.99348986,0.0015446134,0.0031871663,0.0006889158,0.0007099929,0.00037944398],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0076761837,0.0005914527,0.0039130542,0.0011628947,0.00037503996,0.000057736546,0.0009589611,0.0003647276,0.00035364722],"category_scores_gemma":[0.0012911634,0.00040689163,0.00079023076,0.0009796758,0.0006890406,0.000105261985,0.000493233,0.003486678,0.000635669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009084594,0.00012489021,0.000013657458,0.016139975,0.00091887574,0.00416506,0.0044078673,2.6646944e-8,0.000018719757,0.0008902273,0.017017717,0.95621216],"study_design_scores_gemma":[0.00047355966,0.001597076,0.000017271112,0.0102260765,0.0041392073,0.0003475546,0.011093374,0.0000045863385,0.0000014238725,0.00016760224,0.97156155,0.00037072916],"about_ca_topic_score_codex":0.00004024157,"about_ca_topic_score_gemma":0.000023286168,"teacher_disagreement_score":0.9558414,"about_ca_system_score_codex":0.0005328375,"about_ca_system_score_gemma":0.0022160374,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W4401631563","doi":"10.1044/2023_ajslp-23-00306","title":"EQUATOR Network Mapping Review for Dysphagia Research","year":2024,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Equator; Dysphagia; Geology; Geography; Geodesy; Medicine; Surgery; Latitude","score_opus":0.2033229579528621,"score_gpt":0.5761579314478041,"score_spread":0.37283497349494205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401631563","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000092718965,0.9866719,0.001496469,0.0012835584,0.0034284065,0.0036806134,0.00006257602,0.00006312812,0.0033040533],"genre_scores_gemma":[0.000004400034,0.97253925,0.014162179,0.0016330833,0.004823511,0.00059406186,0.000064940454,0.00019495041,0.005983633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894899,0.0042280434,0.003210024,0.00065667863,0.0007707126,0.001644637],"domain_scores_gemma":[0.99191636,0.0028151155,0.0034236838,0.00080552796,0.0006964382,0.00034287278],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015334735,0.00063176645,0.004667525,0.0010122785,0.00043961775,0.000033132543,0.0012299195,0.00035338275,0.0006653657],"category_scores_gemma":[0.0010995968,0.000447896,0.0011455928,0.001997568,0.00040920402,0.00008424776,0.00066852,0.004265324,0.0009350892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015223662,0.00002789112,0.0000047111994,0.06198271,0.00063575647,0.0017130334,0.00053480855,1.5472199e-7,6.86178e-7,0.0006750358,0.15560578,0.77880424],"study_design_scores_gemma":[0.00024699516,0.00063497724,0.0000020770867,0.11514001,0.0026997477,0.0003580611,0.0025148194,0.0000021746027,5.7228203e-8,0.00029306984,0.87778544,0.0003225734],"about_ca_topic_score_codex":0.000027833798,"about_ca_topic_score_gemma":0.000013595119,"teacher_disagreement_score":0.77848166,"about_ca_system_score_codex":0.00070166966,"about_ca_system_score_gemma":0.0018132963,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W4401631834","doi":"10.1044/2024_ajslp-23-00368","title":"A Proposed Framework for Rigor and Transparency in Dysphagia Research: Prologue","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; McMaster University; Dalhousie University","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Transparency (behavior); Rigour; Dysphagia; Oropharyngeal dysphagia; Knowledge translation; Medicine; Computer science; Medical education; Engineering ethics; Management science; Psychology; Knowledge management; Engineering; Surgery","score_opus":0.07900661322367462,"score_gpt":0.5027687747767955,"score_spread":0.42376216155312085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401631834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529527,0.0036528711,0.029180711,0.009845241,0.0010918089,0.0017306975,0.0000297927,0.000059382146,0.0014568259],"genre_scores_gemma":[0.9385249,0.00046364314,0.059163693,0.00058741943,0.00048510087,0.00011311345,0.00000634334,0.00004118632,0.00061457284],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9969004,0.0009184272,0.00081882975,0.00033368982,0.00030597748,0.0007226859],"domain_scores_gemma":[0.99767303,0.0014806112,0.00029553653,0.00021918742,0.00017992986,0.00015169683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00417075,0.00017098208,0.00054453465,0.000733825,0.00017055639,0.00002417905,0.00027939247,0.00014739462,0.00020241016],"category_scores_gemma":[0.0005321018,0.0001319952,0.000083817424,0.0006631863,0.00043634552,0.00015413616,0.00008298986,0.0016365311,0.000029326078],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015778071,0.0004021327,0.030292237,0.0016961991,0.00041814081,0.011862736,0.09759507,0.000007260859,0.007987732,0.059135124,0.0053045303,0.783721],"study_design_scores_gemma":[0.01379568,0.032693464,0.13010237,0.008669892,0.0010587042,0.0019724623,0.44946498,0.0016928143,0.002213885,0.2435335,0.11256635,0.0022358948],"about_ca_topic_score_codex":0.00009136719,"about_ca_topic_score_gemma":0.00014612832,"teacher_disagreement_score":0.78148514,"about_ca_system_score_codex":0.00013716413,"about_ca_system_score_gemma":0.0003734335,"threshold_uncertainty_score":0.7110004},"labels":[],"label_agreement":null},{"id":"W4401632735","doi":"10.1044/2024_ajslp-22-00179","title":"Exercise-Based Dysphagia Treatment: A Proposed Checklist","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Office of Rural Health; Geriatric Research Education and Clinical Center; National Institutes of Health; National Institute on Aging; University of Washington; George Washington University; University of Wisconsin-Madison; U.S. Department of Veterans Affairs","keywords":"Checklist; Swallowing; Transparency (behavior); Dysphagia; Psychological intervention; Set (abstract data type); Consistency (knowledge bases); Psychology; Medicine; Physical therapy; Medical education; Computer science; Nursing; Cognitive psychology; Surgery; Artificial intelligence","score_opus":0.017360079595045704,"score_gpt":0.3866806639417721,"score_spread":0.3693205843467264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401632735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598998,0.005982945,0.005877832,0.0055717775,0.0033638068,0.0013011552,0.000047886722,0.00030183437,0.017653007],"genre_scores_gemma":[0.976603,0.00046455412,0.01261738,0.0010968746,0.0007669332,0.00004915464,0.000023285153,0.00007671669,0.0083021065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972784,0.00048424315,0.00089650846,0.0003390284,0.0003452941,0.0006565264],"domain_scores_gemma":[0.9982723,0.00031955997,0.00063869316,0.00037527247,0.00016152789,0.00023265155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009167238,0.00030791038,0.0007709192,0.00053764234,0.00020601503,0.00003583168,0.0003344436,0.00010738139,0.0014460472],"category_scores_gemma":[0.000071206996,0.00022334926,0.0002586156,0.00059438514,0.0003133267,0.00017509323,0.00006992233,0.00064791314,0.00045490466],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005875554,0.00040463096,0.006513443,0.00036007183,0.00052360224,0.020028012,0.013500791,0.000020630574,0.013169776,0.0011342119,0.007617481,0.9361398],"study_design_scores_gemma":[0.026811121,0.034916848,0.043812416,0.008267677,0.006137276,0.0027001728,0.20629701,0.003398868,0.03185193,0.0021576995,0.629578,0.004070979],"about_ca_topic_score_codex":0.00018141221,"about_ca_topic_score_gemma":0.000049792245,"teacher_disagreement_score":0.9320688,"about_ca_system_score_codex":0.00040722513,"about_ca_system_score_gemma":0.0007086958,"threshold_uncertainty_score":0.9994668},"labels":[],"label_agreement":null},{"id":"W4401657098","doi":"10.1016/j.spinee.2024.06.201","title":"P181. A hard pill to swallow: factors associated with dysphagia following adult cervical deformity surgery","year":2024,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dysphagia; Pill; Deformity; Surgery; General surgery; Nursing","score_opus":0.06053300909492839,"score_gpt":0.37432047567433224,"score_spread":0.3137874665794039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401657098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720163,0.00019253574,0.00405271,0.013211182,0.004186365,0.00070806395,0.000009957471,0.0002655819,0.0053573186],"genre_scores_gemma":[0.9821548,0.00004685466,0.00024028835,0.0026751442,0.00059425086,0.000050538325,0.00002090202,0.00006420183,0.014153047],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99695677,0.00044474725,0.00068752456,0.0002704908,0.0007581942,0.00088227383],"domain_scores_gemma":[0.99875224,0.00020876274,0.00021095543,0.0002836258,0.00018921417,0.00035520087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023841446,0.00028449463,0.000443904,0.00023468847,0.0011927235,0.00015472368,0.00035801576,0.00012772492,0.0009423283],"category_scores_gemma":[0.00045403466,0.00015134258,0.00030266066,0.0006457473,0.000028085246,0.00036079568,0.00020649396,0.0014675247,0.00032608825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014334363,0.0005868775,0.2832821,0.0006484661,0.007340235,0.0011028849,0.013087926,0.00020637592,0.0008498919,0.00700994,0.67217124,0.013570706],"study_design_scores_gemma":[0.0009156241,0.00024063786,0.97151524,0.0019042573,0.0005782512,0.00001359434,0.0028445802,0.00048534235,0.0000374287,0.00063072646,0.020405507,0.0004288221],"about_ca_topic_score_codex":0.0001059654,"about_ca_topic_score_gemma":0.00026783766,"teacher_disagreement_score":0.68823314,"about_ca_system_score_codex":0.0005531827,"about_ca_system_score_gemma":0.00048161508,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W4401662054","doi":"10.1016/j.nbd.2024.106640","title":"Neuromotor decline is associated with gut dysbiosis following surgical decompression for Degenerative Cervical Myelopathy","year":2024,"lang":"en","type":"article","venue":"Neurobiology of Disease","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Universidad Católica de la Santísima Concepción; International Brain Research Organization","keywords":"Myelopathy; Dysbiosis; Decompression; Medicine; Surgical decompression; Surgery; Gut flora; Spinal cord; Immunology","score_opus":0.03661743503863303,"score_gpt":0.38943315294543807,"score_spread":0.35281571790680505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401662054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892054,0.00022664253,0.00058005535,0.0060312017,0.0014660456,0.0014005649,0.0003104822,0.00019647698,0.00058311183],"genre_scores_gemma":[0.99480516,0.00003796789,0.00033918436,0.0023054066,0.0001645291,0.00037945423,0.00029904893,0.000045391665,0.0016238587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977987,0.00054380705,0.00047725305,0.00053849793,0.00016622555,0.00047553654],"domain_scores_gemma":[0.9981946,0.0010739912,0.00014401918,0.00024699734,0.000103731814,0.00023668147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032772758,0.00023155962,0.00041348764,0.00012110294,0.00031906588,0.0000136723465,0.00021274609,0.00014786351,0.00031281853],"category_scores_gemma":[0.00014977859,0.0001676389,0.00022384079,0.00021863276,0.00007663492,0.00010356019,0.00024084935,0.00029974143,0.00003230154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010944843,0.003947835,0.66256255,0.0044275443,0.003917729,0.0011641083,0.0033407237,0.00013519902,0.016339416,0.01639618,0.26975423,0.0070696105],"study_design_scores_gemma":[0.022354769,0.0058794892,0.7435397,0.0037545087,0.004685667,0.0000027422752,0.000850869,0.014242262,0.0031529022,0.0033334931,0.19605705,0.002146548],"about_ca_topic_score_codex":0.000006236407,"about_ca_topic_score_gemma":0.00001715616,"teacher_disagreement_score":0.08097713,"about_ca_system_score_codex":0.000051509756,"about_ca_system_score_gemma":0.0002448642,"threshold_uncertainty_score":0.6836116},"labels":[],"label_agreement":null},{"id":"W4401842846","doi":"10.1007/s00455-024-10733-y","title":"Reliability and Confidence of Dynamic Imaging Grade of Swallowing Toxicity (DIGEST) Rating Among Research and Clinical Speech Pathologists Before and After Implementation of a Training Manual: A Multi-site Study","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"National Cancer Institute; Center for Strategic Scientific Initiatives, National Cancer Institute","keywords":"Reliability (semiconductor); Medicine; Dysphagia; Swallowing; Otorhinolaryngology; Confidence interval; Medical physics; Physical therapy; Surgery; Internal medicine","score_opus":0.0956583717235757,"score_gpt":0.5343848574542953,"score_spread":0.4387264857307196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401842846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996841,0.0003325825,0.00045404778,0.0001423992,0.00017694739,0.0019287146,0.000033990083,0.00003734346,0.000052970234],"genre_scores_gemma":[0.996869,0.0000884932,0.0027813963,0.000023166182,0.000018765864,0.00009674006,0.000009539491,0.000020445112,0.00009240764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965721,0.00089761405,0.0011837338,0.00055718,0.00039931008,0.000390067],"domain_scores_gemma":[0.99809116,0.0010580783,0.00027266223,0.00027426358,0.00020637052,0.00009748198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007635078,0.00016424854,0.00046968047,0.00021701,0.00019050913,0.000028739252,0.00010565907,0.000090130336,0.000032350777],"category_scores_gemma":[0.00030502325,0.00014445133,0.000044351957,0.00026547417,0.0004952077,0.00033656464,0.000474216,0.0005881797,7.7878803e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045972327,0.00014245063,0.9560196,0.001284894,0.00007894242,0.000055764376,0.028520044,4.769525e-7,0.0014081172,0.00013159208,0.000009848153,0.0123023],"study_design_scores_gemma":[0.0011847777,0.00042876432,0.93744105,0.0005231611,0.000102520804,0.000001791221,0.055637017,0.00403648,0.0001084161,0.00043604456,0.0000051278903,0.00009486741],"about_ca_topic_score_codex":0.0011428599,"about_ca_topic_score_gemma":0.0030812805,"teacher_disagreement_score":0.027116975,"about_ca_system_score_codex":0.00006333157,"about_ca_system_score_gemma":0.00011982046,"threshold_uncertainty_score":0.5890554},"labels":[],"label_agreement":null},{"id":"W4401943969","doi":"10.1002/brb3.70005","title":"Assessment of swallowing performance in patients with neurodegenerative disease: A hierarchical cluster analysis","year":2024,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dementia; Population; Hierarchical clustering; Medicine; Multivariate analysis; Disease; Medical diagnosis; Physical medicine and rehabilitation; Psychology; Cluster analysis; Internal medicine; Pathology; Computer science; Surgery; Artificial intelligence","score_opus":0.018568476783891973,"score_gpt":0.3736365296540441,"score_spread":0.35506805287015214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401943969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697244,0.000028293065,0.0004973748,0.00074731075,0.00013357162,0.0007442909,0.000024990826,0.00002851408,0.00082319713],"genre_scores_gemma":[0.99706733,0.0000109152,0.0005292429,0.00034527192,0.000022023934,0.00024535923,0.00008036507,0.0000124737035,0.0016870218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881935,0.00017045849,0.00027378256,0.0002676854,0.00025057906,0.00021811876],"domain_scores_gemma":[0.9995714,0.00011737256,0.000044361106,0.00014577743,0.000034304336,0.00008677177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028195843,0.00011219005,0.00020476655,0.0002832829,0.000109262684,0.000017831006,0.0000635439,0.000036840367,0.00013118202],"category_scores_gemma":[0.0000077849045,0.00008006173,0.000045533838,0.00045758157,0.000037238788,0.00014749612,0.00009957261,0.00025382874,0.0000024165597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034856334,0.00021270916,0.9952311,0.00020754302,0.000083847415,0.000009888487,0.0003451806,0.000036806523,0.000012013713,0.0009474676,0.00020912148,0.0026694853],"study_design_scores_gemma":[0.0007903212,0.000116596995,0.9929834,0.00013409974,0.00055686635,1.9291505e-8,0.000079291654,0.0044848826,0.0000012794236,0.000004770252,0.0007541774,0.000094305105],"about_ca_topic_score_codex":0.000015027282,"about_ca_topic_score_gemma":0.00005482663,"teacher_disagreement_score":0.004448076,"about_ca_system_score_codex":0.000054609798,"about_ca_system_score_gemma":0.00010172485,"threshold_uncertainty_score":0.32648224},"labels":[],"label_agreement":null},{"id":"W4402217330","doi":"10.61403/2689-6443.1333","title":"A Survey of Early-Career Speech-Language Pathologists: Determining Perceived Readiness for Clinical Management of Adults with Dysphagia After Completing Graduate School","year":2024,"lang":"en","type":"article","venue":"Teaching and Learning in Communication Sciences & Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University Health Network; McMaster University","funders":"","keywords":"Dysphagia; Medical education; Psychology; Speech-Language Pathology; Medicine; Applied psychology; Physical therapy; Radiology","score_opus":0.15009609077066996,"score_gpt":0.47812307749673044,"score_spread":0.32802698672606045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402217330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906679,0.0009062104,0.004320097,0.00034071485,0.00008733009,0.0007290248,0.0000056021754,0.00007409142,0.002869047],"genre_scores_gemma":[0.97498757,0.0006411075,0.023807066,0.000055616856,0.0000074408404,0.00014879575,0.000030060999,0.000016117361,0.00030619922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957107,0.0026722564,0.0006972868,0.00035525995,0.00027514063,0.00028937316],"domain_scores_gemma":[0.9964417,0.002774859,0.00032162294,0.00033171166,0.00008150768,0.00004857527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013245214,0.00013746113,0.00029525324,0.00020167104,0.00066237355,0.00004558231,0.00042085492,0.00006272815,0.000020532147],"category_scores_gemma":[0.00060254324,0.000109595734,0.000041400566,0.00033510782,0.00041251615,0.00020645412,0.00029701492,0.001038973,0.0000030011925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014701235,0.00006514161,0.8599071,0.00059736636,0.000051834453,0.0000022486288,0.022718139,0.00015372806,0.000004351427,0.0003105733,0.000050593215,0.11599189],"study_design_scores_gemma":[0.00071488833,0.00026060344,0.9249116,0.002241634,0.00004052093,2.6712482e-7,0.059499122,0.011842695,1.961159e-7,0.00005750088,0.00030257404,0.00012840549],"about_ca_topic_score_codex":0.0033147994,"about_ca_topic_score_gemma":0.0013958818,"teacher_disagreement_score":0.11586349,"about_ca_system_score_codex":0.000031980504,"about_ca_system_score_gemma":0.00006917887,"threshold_uncertainty_score":0.50945085},"labels":[],"label_agreement":null},{"id":"W4402396402","doi":"10.1111/joor.13819","title":"Comparison of sEMG activity of submental muscles between the head‐lift exercise, tongue‐press exercise and the head extension tongue‐press exercise in healthy young adults","year":2024,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Electromyography; Swallowing; Tongue; Analysis of variance; Forward head posture; Chin; Physical therapy; Physical medicine and rehabilitation; Surgery; Anatomy; Internal medicine","score_opus":0.060664374007226005,"score_gpt":0.4447889407397774,"score_spread":0.3841245667325514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402396402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829789,0.0074492306,0.00016068286,0.0054786894,0.0010795427,0.0026057907,0.000035664005,0.000023116065,0.0001883846],"genre_scores_gemma":[0.99629056,0.0024623685,0.00087597384,0.0000342005,0.00009379166,0.000108300635,0.0000085915,0.00003093184,0.00009525457],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99551475,0.0010711445,0.0017976712,0.00032735578,0.0008731305,0.00041596004],"domain_scores_gemma":[0.99550325,0.0024022732,0.0011081,0.00040403937,0.00042004423,0.00016230819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004360394,0.0002680391,0.0010828121,0.00028352469,0.00028208332,0.000042013635,0.00033311071,0.0001756452,0.000027468657],"category_scores_gemma":[0.0003809384,0.00016274682,0.00024265819,0.00037750055,0.00032733142,0.00070342317,0.00023203138,0.00087511825,0.0000025780457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026246581,0.0020846843,0.30312043,0.012133914,0.0002789959,0.000018241875,0.10719517,0.00047733387,0.0020303095,0.0018651192,0.018354455,0.52619475],"study_design_scores_gemma":[0.0063620033,0.0012504902,0.9490489,0.012448845,0.0005174272,0.0000019109568,0.024003902,0.0027575865,0.00049005274,0.001161924,0.001711897,0.00024509922],"about_ca_topic_score_codex":0.0030104672,"about_ca_topic_score_gemma":0.0007012703,"teacher_disagreement_score":0.64592844,"about_ca_system_score_codex":0.00024629335,"about_ca_system_score_gemma":0.00020308263,"threshold_uncertainty_score":0.66366225},"labels":[],"label_agreement":null},{"id":"W4402516031","doi":"10.1513/annalsats.202403-230oc","title":"The Impact of Age of Diagnosis in Children with Primary Ciliary Dyskinesia","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"","keywords":"Primary ciliary dyskinesia; Medicine; Pediatrics; Dyskinesia; Primary (astronomy); Internal medicine; Bronchiectasis; Lung; Disease; Parkinson's disease","score_opus":0.06859671513498446,"score_gpt":0.4720160311076932,"score_spread":0.40341931597270875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402516031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993934,0.0010433486,0.00006049798,0.0027015503,0.00006879967,0.00077681587,0.000043806667,0.000025264557,0.0013459529],"genre_scores_gemma":[0.99557596,0.0030797012,0.0002610061,0.0005192036,0.000041359974,0.00011187456,0.000010896949,0.000022623775,0.00037737066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831533,0.00039101954,0.0004581409,0.00018053531,0.00032597795,0.00032899226],"domain_scores_gemma":[0.9981744,0.0006551717,0.00052842346,0.00050833676,0.000094950665,0.000038700004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011380957,0.00014759233,0.00039958858,0.00004127207,0.00014371744,0.000006972716,0.00045182515,0.00003949282,0.000026373926],"category_scores_gemma":[0.00004147111,0.00007137386,0.00039872926,0.00096835964,0.0005392894,0.00008786737,0.0002608809,0.0003303871,0.0000029223415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008748475,0.00012439892,0.93748194,0.00024157178,0.00086721923,9.2048975e-7,0.0020064642,0.00007016171,0.00022653036,0.00018437755,0.03790345,0.02080547],"study_design_scores_gemma":[0.00011665118,0.00018845822,0.99607956,0.000370968,0.00007213107,3.213261e-7,0.0018484601,0.00008275121,0.00023847315,0.00040988842,0.00051232387,0.00008001168],"about_ca_topic_score_codex":0.0023453583,"about_ca_topic_score_gemma":0.00004423352,"teacher_disagreement_score":0.05859761,"about_ca_system_score_codex":0.00005989129,"about_ca_system_score_gemma":0.00028993114,"threshold_uncertainty_score":0.3545496},"labels":[],"label_agreement":null},{"id":"W4402547986","doi":"10.1016/j.ijporl.2024.112112","title":"Pediatric cricopharyngeal achalasia: A systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Achalasia; Systematic review; MEDLINE; General surgery; Surgery; Esophagus","score_opus":0.06450953826925329,"score_gpt":0.4681567410151643,"score_spread":0.40364720274591104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402547986","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005861423,0.9709212,0.00009779699,0.0004666973,0.02301843,0.0032833968,0.00009298621,0.00009298765,0.0020206214],"genre_scores_gemma":[0.000010249006,0.9795608,0.00016752537,0.00096574874,0.01518731,0.0004812828,0.00008669182,0.00013798322,0.0034023947],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.989689,0.0020773562,0.0054815095,0.0005516857,0.0014917179,0.00070873194],"domain_scores_gemma":[0.99035627,0.0015126889,0.0061524017,0.00053622643,0.0011503651,0.00029206707],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003326266,0.00080250966,0.0048537953,0.0024699483,0.00014941316,0.000063498555,0.0026662732,0.00074182847,0.000859168],"category_scores_gemma":[0.0011723173,0.00054754457,0.0018120127,0.0009235536,0.000034604873,0.0003827132,0.00091011636,0.0033745859,0.0034956848],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005971129,0.000116302894,0.00013628848,0.81843513,0.0021006898,0.0014413771,0.00007616558,6.4735e-8,8.789012e-9,0.00084152806,0.17476383,0.002082617],"study_design_scores_gemma":[0.0005326885,0.00018190613,0.00001742248,0.22735442,0.06217273,0.0006218249,0.00003900674,0.0000017610591,3.2641039e-9,0.00019131026,0.7084524,0.00043452968],"about_ca_topic_score_codex":0.000009795785,"about_ca_topic_score_gemma":0.000002875002,"teacher_disagreement_score":0.5910807,"about_ca_system_score_codex":0.0010747487,"about_ca_system_score_gemma":0.0024360905,"threshold_uncertainty_score":0.9996976},"labels":[],"label_agreement":null},{"id":"W4402572737","doi":"10.1177/00084174241255472","title":"Social Participation Restrictions and Explanatory Factors in Adults with Oculopharyngeal Muscular Dystrophy","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Psychological intervention; Dysphagia; Social engagement; Population; Medicine; Physical therapy; Psychology; Activities of daily living; Physical medicine and rehabilitation; Gerontology; Environmental health; Psychiatry","score_opus":0.12451175780816559,"score_gpt":0.4446671432053079,"score_spread":0.32015538539714233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402572737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681926,0.0006594751,0.00027021245,0.0008473129,0.0004345751,0.00025501449,0.000024344523,0.000009676091,0.00068010547],"genre_scores_gemma":[0.9991343,0.000120725395,0.00010522084,0.00020460847,0.0002458053,0.000025649606,0.00002461771,0.000013423728,0.00012562235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990014,0.00013825235,0.0003259525,0.00010918704,0.00019796837,0.00022726928],"domain_scores_gemma":[0.9994085,0.000106871696,0.00011113557,0.00004749049,0.00012166732,0.00020436062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026360783,0.00009548164,0.00013922516,0.00048085727,0.00030916694,0.000029618113,0.00006742342,0.000064838656,0.00023229394],"category_scores_gemma":[0.000015794878,0.00007329997,0.000037284604,0.0002742929,0.00004302583,0.00028793333,0.000004181899,0.00024879933,0.000005350162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043486693,0.00003568993,0.9563939,0.00010312337,0.00021801179,0.0002160969,0.011480121,0.000080803984,0.000026150892,0.018160153,0.008925747,0.0039253486],"study_design_scores_gemma":[0.0010211221,0.00015131001,0.9665323,0.00017914873,0.00001738514,0.0000020529599,0.0014568164,0.00008907606,0.0000030778197,0.0003462398,0.030116607,0.00008486876],"about_ca_topic_score_codex":0.0022609897,"about_ca_topic_score_gemma":0.014148658,"teacher_disagreement_score":0.02119086,"about_ca_system_score_codex":0.00027209174,"about_ca_system_score_gemma":0.0014519877,"threshold_uncertainty_score":0.7895283},"labels":[],"label_agreement":null},{"id":"W4402581400","doi":"10.1503/cmaj.231319-f","title":"Syndrome d’autofermentation chez une femme de 50 ans","year":2024,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Gynecology; Medicine; Computer science","score_opus":0.01956401563544481,"score_gpt":0.35579315032842335,"score_spread":0.33622913469297855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402581400","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0669412,0.0054763304,0.002724681,0.8499869,0.027233774,0.00060452236,0.00015032197,0.000118279575,0.046763957],"genre_scores_gemma":[0.70409584,0.004514595,0.0007218272,0.054370005,0.0076745152,0.0000684704,0.0001247499,0.000111413705,0.2283186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941044,0.0014212171,0.0009327608,0.00029730154,0.0017083146,0.001536017],"domain_scores_gemma":[0.9956591,0.00060511683,0.00028081497,0.00013275421,0.00025339055,0.0030687929],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00710873,0.0002531583,0.00034167315,0.00045807968,0.0009489505,0.0003427895,0.00032628476,0.0011590762,0.049508702],"category_scores_gemma":[0.0006820291,0.0002579964,0.00019141793,0.0007469973,0.000071166935,0.00051043346,0.00004647155,0.003601427,0.004191874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000003985735,0.000057127898,0.017581282,0.00031812908,0.0007888887,0.0040009688,0.005260661,0.000012046357,0.0000057407933,0.018571565,0.88111407,0.07228554],"study_design_scores_gemma":[0.0007186936,0.00008884566,0.06642397,0.0012874166,0.0002996109,0.00040809775,0.005715288,0.0025595913,7.664011e-7,0.0043757013,0.91787577,0.0002462433],"about_ca_topic_score_codex":0.025607748,"about_ca_topic_score_gemma":0.097132534,"teacher_disagreement_score":0.7956169,"about_ca_system_score_codex":0.010746853,"about_ca_system_score_gemma":0.01505868,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W4402698023","doi":"10.1016/j.jamda.2024.105267","title":"Oropharyngeal Dysphagia in Hospitalized Older Adults with Dementia: A Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Dysphagia; Oropharyngeal dysphagia; Dementia; Prospective cohort study; Cohort study; Cohort; Disease; Physical therapy; Pediatrics; Internal medicine; Surgery","score_opus":0.005389687010791808,"score_gpt":0.3372651747076682,"score_spread":0.3318754876968764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402698023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910507,0.00023445682,0.0001142468,0.0032014763,0.0017615008,0.0016503194,0.000002874976,0.000045461034,0.0019389729],"genre_scores_gemma":[0.99774027,0.00016190147,0.00008013713,0.0005431056,0.0003335336,0.00012748028,0.0000018534961,0.000027243927,0.0009844479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955674,0.0010819476,0.00080276484,0.00023128229,0.0019272979,0.00038934813],"domain_scores_gemma":[0.9977396,0.0005434204,0.0011618604,0.00015537321,0.00024674056,0.00015299294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034115533,0.000166966,0.0005645348,0.00018167314,0.00017516794,0.000031938478,0.0003195773,0.00007165519,0.0004192587],"category_scores_gemma":[0.00088786625,0.00009380301,0.000118088465,0.000985917,0.000059279955,0.00021291277,0.00012116931,0.0011050529,0.000021280084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017921813,0.00042101849,0.981335,0.000048154776,0.001319313,0.000085418396,0.0028046349,0.0000021253063,0.0000030582344,0.000037252597,0.010986249,0.0027785625],"study_design_scores_gemma":[0.0021884823,0.0004681388,0.99264413,0.0007306492,0.0004640293,0.0000013932656,0.0022931132,0.00017135635,0.0000025883023,0.000040035113,0.0008881629,0.000107896965],"about_ca_topic_score_codex":0.00095316884,"about_ca_topic_score_gemma":0.0005524567,"teacher_disagreement_score":0.01130916,"about_ca_system_score_codex":0.0015845778,"about_ca_system_score_gemma":0.0005774675,"threshold_uncertainty_score":0.48009667},"labels":[],"label_agreement":null},{"id":"W4402707883","doi":"10.1007/s00455-024-10755-6","title":"Adherence of Clinical Practice Guidelines for Oropharyngeal Dysphagia in Parkinson Disease to Trustworthy Standards: A Systematic Survey","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University Health Network; University of Toronto; McMaster University; Toronto Rehabilitation Institute; University of Alberta","funders":"National Institute on Aging","keywords":"Medicine; Otorhinolaryngology; Dysphagia; Oropharyngeal dysphagia; Trustworthiness; Parkinson's disease; Disease; Physical therapy; Hepatology; Family medicine; Clinical Practice; Internal medicine; Surgery; Psychology","score_opus":0.2204917639012501,"score_gpt":0.573801779519675,"score_spread":0.3533100156184249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402707883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46929687,0.07360529,0.18079728,0.04394353,0.07781849,0.10494853,0.012958521,0.0028307368,0.033800762],"genre_scores_gemma":[0.9577507,0.00081831997,0.02118086,0.006441183,0.0007514272,0.0040271776,0.00025412656,0.00015865896,0.008617538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911722,0.0021481377,0.0038360322,0.00090369984,0.0011010105,0.0008389272],"domain_scores_gemma":[0.9885595,0.0067762076,0.00068105786,0.0007823203,0.0026740166,0.00052692235],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0202896,0.00039433458,0.0013975058,0.0003394548,0.0001950937,0.00006483443,0.000536191,0.00022139208,0.00044157586],"category_scores_gemma":[0.032672677,0.0003264561,0.00023826856,0.0009813631,0.00006206759,0.00050765614,0.00029351248,0.0006073728,0.00026883252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054191314,0.0008922156,0.113962315,0.10842102,0.0013902072,0.00046571597,0.0025034281,0.00025299867,0.000018808343,0.014022608,0.7362691,0.016382448],"study_design_scores_gemma":[0.0055050724,0.0013500892,0.21761441,0.026691446,0.001566379,0.0000025838362,0.003917833,0.018544877,0.000010327519,0.00095492735,0.722743,0.0010990776],"about_ca_topic_score_codex":0.00066407415,"about_ca_topic_score_gemma":0.0011421079,"teacher_disagreement_score":0.48845384,"about_ca_system_score_codex":0.0003086742,"about_ca_system_score_gemma":0.0020253088,"threshold_uncertainty_score":0.99991876},"labels":[],"label_agreement":null},{"id":"W4402710944","doi":"10.1111/joor.13855","title":"Correlation Between Swallowing and Cognitive Brain Networks in Older Adults via Functional <scp>MRI</scp>","year":2024,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Lingual gyrus; Cognition; Supramarginal gyrus; Postcentral gyrus; Psychology; Functional magnetic resonance imaging; Stroop effect; Swallowing; Audiology; Superior frontal gyrus; Statistical parametric mapping; Middle frontal gyrus; Montreal Cognitive Assessment; Inferior temporal gyrus; Parietal lobe; Supplementary motor area; Voxel; Effects of sleep deprivation on cognitive performance; Temporal lobe; Medicine; Neuroscience; Magnetic resonance imaging; Epilepsy; Cognitive impairment","score_opus":0.01889722944261212,"score_gpt":0.3618511505337812,"score_spread":0.34295392109116907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402710944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8306788,0.00057969725,0.16162086,0.00435504,0.001433402,0.0006649265,0.0000026786147,0.000026692504,0.00063791685],"genre_scores_gemma":[0.9970422,0.00002321587,0.0016346009,0.00022073777,0.00035270388,0.000026890462,0.000030290652,0.000017424563,0.000651965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813,0.00042054,0.00073013944,0.00017570404,0.00031902536,0.00022454908],"domain_scores_gemma":[0.99380755,0.005559372,0.00025749224,0.000050644347,0.00024094082,0.00008397769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021322966,0.000115397124,0.00022451396,0.0003595815,0.0001369417,0.00003056938,0.000037385034,0.00013819043,0.000054534496],"category_scores_gemma":[0.0009895224,0.00010001271,0.00007742538,0.00033369203,0.00003544419,0.0007240929,0.000039194532,0.0006556168,0.000022425873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014009826,0.00011795579,0.8738146,0.0005781705,0.00019198439,0.00002573436,0.013274404,0.0016419493,0.000036704103,0.0013439851,0.036744878,0.07208955],"study_design_scores_gemma":[0.0016531042,0.00037662033,0.96154654,0.0017764308,0.00010264659,0.0000019187314,0.007109861,0.021805642,8.2689013e-7,0.0018359115,0.003742564,0.000047909693],"about_ca_topic_score_codex":0.000024859286,"about_ca_topic_score_gemma":0.000046131205,"teacher_disagreement_score":0.16636337,"about_ca_system_score_codex":0.00020517198,"about_ca_system_score_gemma":0.00010948331,"threshold_uncertainty_score":0.40783998},"labels":[],"label_agreement":null},{"id":"W4403005908","doi":"10.1002/oto2.70025","title":"Prevalence and Risk Factors for Swallowing Dysfunction in Patients With Laryngomalacia Treated Medically and Surgically","year":2024,"lang":"en","type":"article","venue":"OTO Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Laryngomalacia; Dysphagia; Cohort; Retrospective cohort study; Otorhinolaryngology; Pediatrics; Laryngoscopy; Referral; Cohort study; Surgery; Airway; Internal medicine; Intubation; Stridor","score_opus":0.0229945832744764,"score_gpt":0.3526862466105072,"score_spread":0.3296916633360308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403005908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927341,0.00005563962,0.00021185642,0.00018077894,0.00014285104,0.0030122125,0.000030309364,0.000044805976,0.003587469],"genre_scores_gemma":[0.9942552,0.00014759015,0.00029821965,0.00006601136,0.00001745475,0.0003876489,0.000058621114,0.000019009358,0.004750266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998997,0.00013138702,0.00021082076,0.00029447093,0.0001435319,0.00022280074],"domain_scores_gemma":[0.99934524,0.00038421195,0.00005306973,0.00010134611,0.000033056054,0.00008307877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000570263,0.00010863877,0.00016239783,0.000069081725,0.00020491217,0.00006876314,0.000100374426,0.00007026554,0.00024175442],"category_scores_gemma":[0.00006782666,0.00007312058,0.000012332505,0.00011136007,0.0000189581,0.00031607278,0.00019822524,0.00016911788,0.000009704103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015891356,0.000038063237,0.9956408,0.00032393896,0.00006137438,0.0000040152463,0.00052790326,5.6785746e-7,0.0000019060086,0.00045203746,0.0008319914,0.001958491],"study_design_scores_gemma":[0.0018790641,0.0002526834,0.9874246,0.00046022225,0.00008425205,5.1800857e-8,0.00017639487,0.00030514144,0.0000013845171,0.000081040474,0.009236381,0.000098746474],"about_ca_topic_score_codex":0.0005181419,"about_ca_topic_score_gemma":0.00026827387,"teacher_disagreement_score":0.00840439,"about_ca_system_score_codex":0.00005417582,"about_ca_system_score_gemma":0.000055564993,"threshold_uncertainty_score":0.29817706},"labels":[],"label_agreement":null},{"id":"W4403008113","doi":"10.1002/lary.31811","title":"Prospective Evaluation of Abelchia/<scp>RCPD</scp> Patients: Abnormalities in High‐Resolution Esophageal Manometry","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"High resolution manometry; Medicine; High resolution; Radiology; Internal medicine; Esophagus; Achalasia; Remote sensing","score_opus":0.0298785076928942,"score_gpt":0.36816119136863096,"score_spread":0.3382826836757368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403008113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9403836,0.0016593676,0.00020159758,0.00043781596,0.0016080814,0.0026005097,0.000047700527,0.00012042147,0.05294091],"genre_scores_gemma":[0.9916486,0.00010699762,0.00012613338,0.0002443414,0.00018333198,0.0005947177,0.00010583443,0.000029838488,0.0069601894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702847,0.00090183277,0.0005657347,0.00029621503,0.00075522717,0.00045253822],"domain_scores_gemma":[0.9987226,0.0005165321,0.00017048739,0.00031685713,0.00022856946,0.00004493374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031208007,0.00017747548,0.00025250082,0.00029656582,0.0002691288,0.000027989625,0.00024497288,0.00011085747,0.0004395534],"category_scores_gemma":[0.00021569585,0.0001278734,0.000057754653,0.00071068446,0.00007709722,0.00042819334,0.00024029266,0.00046789242,0.00031605706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008228271,0.0006710696,0.64777124,0.0019670487,0.0004908495,0.0000111462305,0.023758072,0.00048469147,0.000117531614,0.26362467,0.054465905,0.0065554883],"study_design_scores_gemma":[0.0016714389,0.0001654908,0.97409344,0.0004364803,0.00021201819,1.7250416e-7,0.003265255,0.003813324,0.00010696122,0.011478845,0.0046808743,0.0000756971],"about_ca_topic_score_codex":0.00055955356,"about_ca_topic_score_gemma":0.00022469259,"teacher_disagreement_score":0.3263222,"about_ca_system_score_codex":0.00049375475,"about_ca_system_score_gemma":0.00028408493,"threshold_uncertainty_score":0.5214526},"labels":[],"label_agreement":null},{"id":"W4403329549","doi":"10.1044/2024_ajslp-24-00186","title":"A First-Person Account of Caring for a Parent With Dysphagia","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Psychology; Perception; Caregiver burden; Medicine; Clinical psychology; Developmental psychology; Dementia; Disease","score_opus":0.02885733969446305,"score_gpt":0.3842531442822811,"score_spread":0.35539580458781805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403329549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386105,0.0020132964,0.027674533,0.0022836218,0.0011334474,0.0007331433,0.0000355307,0.00005360352,0.0022117638],"genre_scores_gemma":[0.9750793,0.00013948783,0.023084667,0.00043882776,0.00041456238,0.000059201757,0.000006244656,0.000044157758,0.00073352753],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982698,0.00015247548,0.0006194597,0.00022736294,0.0002772292,0.00045369618],"domain_scores_gemma":[0.998283,0.00045770904,0.0007047253,0.00022706931,0.0002174091,0.00011007857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008784368,0.00018641072,0.0005972828,0.00033642442,0.00012484963,0.000013626891,0.00025620213,0.00006183127,0.00021996618],"category_scores_gemma":[0.000083362924,0.00013228784,0.00014265519,0.0003299476,0.00018777425,0.00014205875,0.00006385653,0.0004731443,0.000016508004],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031426589,0.00059585326,0.09014627,0.0045944345,0.0035072607,0.011504809,0.16570468,0.0005279421,0.013760096,0.008645398,0.019524714,0.67834586],"study_design_scores_gemma":[0.012822763,0.026904013,0.091847494,0.00900048,0.004164866,0.0025221996,0.7284106,0.0036712706,0.00329554,0.0009831064,0.114382334,0.0019953395],"about_ca_topic_score_codex":0.00020987642,"about_ca_topic_score_gemma":0.0001558561,"teacher_disagreement_score":0.67635053,"about_ca_system_score_codex":0.00016901622,"about_ca_system_score_gemma":0.00028900808,"threshold_uncertainty_score":0.5394541},"labels":[],"label_agreement":null},{"id":"W4403586989","doi":"10.5737/23688653-3527","title":"Implementation of a swallow screening protocol in a tertiary adult intensive care unit: A quality improvement project","year":2024,"lang":"en","type":"article","venue":"˜The œCanadian journal of critical care nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Intensive care unit; Tertiary care; Unit (ring theory); Medicine; Quality (philosophy); Quality management; Intensive care medicine; Operations management; Psychology; Emergency medicine; Engineering; Alternative medicine; Pathology","score_opus":0.08372393108605072,"score_gpt":0.521402911678811,"score_spread":0.43767898059276034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403586989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64730406,0.002688943,0.022859266,0.07562229,0.008404158,0.21788475,0.0004986752,0.00017560611,0.02456229],"genre_scores_gemma":[0.9944982,7.026942e-7,0.0007266946,0.0012502699,0.00018829659,0.0032765418,0.000010090953,0.000027100074,0.000022095737],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99702907,0.000600917,0.0011152677,0.00019937159,0.00045332135,0.0006020854],"domain_scores_gemma":[0.99671215,0.00032560568,0.00020897639,0.00018321844,0.0023202894,0.0002497557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009038459,0.00017375639,0.00030026498,0.0005368827,0.00041529024,0.000084340194,0.00024027296,0.00010528869,0.00011792621],"category_scores_gemma":[0.00021022173,0.00013269589,0.00014074892,0.00037026417,0.00018766636,0.00024090016,0.000033026434,0.0008724185,0.000003084223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039776304,0.00006920792,0.15461327,0.011825254,0.00028680664,0.0005754593,0.43253824,0.000020661668,0.0004362945,0.034473624,0.0039964225,0.36076698],"study_design_scores_gemma":[0.0016180396,0.00062259816,0.05092822,0.0054051965,0.00018850225,0.0000090707745,0.93642384,0.00016696526,0.00013864216,0.0015658297,0.0027321528,0.0002009623],"about_ca_topic_score_codex":0.037182763,"about_ca_topic_score_gemma":0.30909863,"teacher_disagreement_score":0.50388557,"about_ca_system_score_codex":0.0011626765,"about_ca_system_score_gemma":0.0035044758,"threshold_uncertainty_score":0.96922874},"labels":[],"label_agreement":null},{"id":"W4403602054","doi":"10.3390/healthcare12202097","title":"Relationship Between Oral Motor and Cognitive Function in Community-Dwelling Korean Older Adults: A Cross-Sectional, Observational Study","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Dongseo University","keywords":"Cognition; Tongue; Affect (linguistics); Bite force quotient; Cross-sectional study; Medicine; Masseter muscle; Observational study; Psychology; Dentistry; Audiology; Orthodontics; Physical medicine and rehabilitation; Psychiatry; Communication","score_opus":0.30772457522787916,"score_gpt":0.5042604267168602,"score_spread":0.19653585148898106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403602054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99338955,0.000603212,0.00056146807,0.0012490227,0.0007366775,0.0025673246,0.00010751014,0.0001933967,0.00059186947],"genre_scores_gemma":[0.99621177,0.000012717312,0.0000912173,0.00065931655,0.00028482053,0.00060841,0.0006105526,0.00003278804,0.0014884057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688834,0.0014221548,0.00066390797,0.00034009287,0.00032488664,0.00036059445],"domain_scores_gemma":[0.99693006,0.0024328218,0.000108778295,0.00017426332,0.00023402175,0.000120057484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020334476,0.00016615036,0.00021156923,0.00030203402,0.001378994,0.00006789879,0.00008652353,0.0001783326,0.000120920864],"category_scores_gemma":[0.00020907974,0.00016418418,0.00003584999,0.00046487697,0.000043524167,0.0003950775,0.00012800604,0.0016342291,0.000091550166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012697389,0.00011880669,0.9843778,0.0012532655,0.000049291266,0.000005670187,0.008673099,0.0000023405037,1.6793344e-7,0.0038616972,0.00022313985,0.0013077543],"study_design_scores_gemma":[0.0013252862,0.00029056412,0.96900785,0.0007727564,0.000049203867,3.532315e-7,0.02558334,0.0002834129,6.95156e-8,0.0020820417,0.00047165388,0.00013347085],"about_ca_topic_score_codex":0.0041420003,"about_ca_topic_score_gemma":0.0051832586,"teacher_disagreement_score":0.016910242,"about_ca_system_score_codex":0.00025607875,"about_ca_system_score_gemma":0.00025940122,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W4403824090","doi":"10.1044/2024_jslhr-24-00418","title":"Preliminary Exploration of Variations in Measures of Pharyngeal Area During Nonswallowing Tasks","year":2024,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Chin; Analysis of variance; Repeated measures design; Pairwise comparison; Audiology; Bolus (digestion); Statistics; Medicine; Mathematics; Surgery; Anatomy","score_opus":0.20834254953190828,"score_gpt":0.48971930706045314,"score_spread":0.28137675752854485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403824090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927089,0.0022199217,0.00067157944,0.0009438392,0.00018240463,0.00032109302,0.0000030131678,0.000009607647,0.002939602],"genre_scores_gemma":[0.9971999,0.00063226453,0.0010338526,0.0000074180102,0.00018738436,0.0000111115,0.0000021302465,0.000012299695,0.00091363746],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981363,0.00027230612,0.000611658,0.000112790534,0.00060760876,0.00025937756],"domain_scores_gemma":[0.998978,0.00046767792,0.00012568281,0.00011577514,0.00024824712,0.0000645734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037714192,0.00006727366,0.0002343942,0.00085656415,0.00013867024,0.00002187315,0.00011909166,0.00007019856,0.00010978597],"category_scores_gemma":[0.00024268722,0.000055801138,0.00005051522,0.00042245237,0.000035883924,0.0005302276,0.00015247618,0.0008010616,0.000003516552],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016051024,0.0007396215,0.17349745,0.012025261,0.00077755796,0.002491929,0.21529537,0.0003401646,0.45844242,0.008756765,0.0031248357,0.12290352],"study_design_scores_gemma":[0.0062346053,0.0023235881,0.7221701,0.020908367,0.00029679583,0.000073536234,0.19158445,0.0063145505,0.04186993,0.004984773,0.0027286732,0.0005106002],"about_ca_topic_score_codex":0.0003769278,"about_ca_topic_score_gemma":0.00011334896,"teacher_disagreement_score":0.5486727,"about_ca_system_score_codex":0.00011472145,"about_ca_system_score_gemma":0.00024595513,"threshold_uncertainty_score":0.34802586},"labels":[],"label_agreement":null},{"id":"W4403872307","doi":"10.32598/jnrcp.2405.1093","title":"Effects of various oral exercises on swallowing function in the elderly: A systematic review","year":2024,"lang":"en","type":"review","venue":"Journal of Nursing Reports in Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Swallowing; Function (biology); Physical medicine and rehabilitation; Medicine; Dysphagia; Physical therapy; Dentistry; Surgery; Biology","score_opus":0.2044822299019508,"score_gpt":0.6036958138026395,"score_spread":0.3992135839006887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403872307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010184517,0.97875005,0.00012651016,0.0013021461,0.010191298,0.005102497,2.8373682e-7,0.000014419365,0.004502613],"genre_scores_gemma":[0.00026950112,0.9971836,0.00046285306,0.0011502177,0.00038486507,0.00017562439,0.0000029199525,0.000051829094,0.0003185924],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9777884,0.009988763,0.010251981,0.00039796118,0.0012112499,0.00036163555],"domain_scores_gemma":[0.9579011,0.02815916,0.012941526,0.00068149605,0.00022674174,0.00008997715],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044978872,0.00038838308,0.004650709,0.0005006473,0.00010472287,0.000044165845,0.0003959228,0.0004805902,0.000011090176],"category_scores_gemma":[0.044656966,0.00021132111,0.0010607109,0.0008642317,0.000055548,0.00032631683,0.00007129965,0.005420951,0.00002834598],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007193845,0.0011313724,0.0000058288942,0.7293954,0.00043331253,0.0045882757,0.00024610653,4.6336163e-7,1.5356784e-8,0.00013669254,0.009723286,0.25426733],"study_design_scores_gemma":[0.00023750028,0.00078365183,0.00003140141,0.7560995,0.031144898,0.00044104256,0.00043211717,0.0000014300925,6.116394e-9,0.00055200583,0.21014555,0.00013087496],"about_ca_topic_score_codex":0.000015884862,"about_ca_topic_score_gemma":0.0000047266963,"teacher_disagreement_score":0.25413644,"about_ca_system_score_codex":0.0006959016,"about_ca_system_score_gemma":0.0011242504,"threshold_uncertainty_score":0.99687356},"labels":[],"label_agreement":null},{"id":"W4404002042","doi":"10.1016/j.jneb.2024.10.001","title":"Acceptability of a Fresh Produce Intervention for Individuals With Serious Mental Illnesses","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"New York Health Foundation; New York State Health Foundation","keywords":"Intervention (counseling); Psychology; Psychiatry; Medicine","score_opus":0.03206143320133963,"score_gpt":0.43936073243340207,"score_spread":0.40729929923206243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404002042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99212253,0.00087654183,0.00045358966,0.0021553435,0.0026838293,0.0015242473,0.00004128226,0.00001436603,0.00012829326],"genre_scores_gemma":[0.9936144,0.00017190608,0.004496405,0.00006558623,0.00030111955,0.0006833438,0.00004282324,0.000010110605,0.00061432004],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905485,0.00008774786,0.0004854658,0.000108872744,0.00016524152,0.00009781317],"domain_scores_gemma":[0.9991646,0.00006923931,0.0003198545,0.000071744515,0.0003214744,0.000053107397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055806106,0.000072949464,0.00015614988,0.00019242191,0.00011740085,0.0000276342,0.000059395104,0.000045377918,0.00049054355],"category_scores_gemma":[0.00003031547,0.00005483131,0.0000663413,0.00013464924,0.00003148945,0.0003698853,0.00001874563,0.00014002624,0.0000015628426],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032357252,0.029148098,0.22234654,0.011901105,0.0003001975,0.0000037626417,0.010935327,4.1700412e-7,0.004127666,0.0026144087,0.14363791,0.574661],"study_design_scores_gemma":[0.0033350163,0.0014251287,0.61228895,0.002038038,0.00094027806,0.000037147398,0.05814734,0.000006984556,0.0026435598,0.00096254935,0.31798714,0.0001878736],"about_ca_topic_score_codex":0.0000120595905,"about_ca_topic_score_gemma":0.000018832534,"teacher_disagreement_score":0.57447314,"about_ca_system_score_codex":0.00009093943,"about_ca_system_score_gemma":0.00021361171,"threshold_uncertainty_score":0.5371108},"labels":[],"label_agreement":null},{"id":"W4404059698","doi":"10.3390/curroncol31110506","title":"Prophylactic Swallowing Exercises in Patients with Laryngeal Cancer Who Underwent Total Laryngectomy—A Randomized Trial","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Laryngectomy; Swallowing; Randomized controlled trial; Surgery; Prophylactic treatment; Cancer; Larynx; General surgery; Internal medicine","score_opus":0.07422112388104433,"score_gpt":0.46544989624611305,"score_spread":0.3912287723650687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404059698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962622,0.0027437885,0.0005035132,0.001554931,0.015425326,0.009480045,0.000018798446,0.00022902734,0.0074225804],"genre_scores_gemma":[0.99301803,0.0003100962,0.00009207901,0.00014978313,0.00062697334,0.0038925933,0.000082094804,0.000047519323,0.0017808242],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99656326,0.0010703277,0.00074065,0.0005266837,0.000403021,0.0006960537],"domain_scores_gemma":[0.9985888,0.00078594574,0.00018979258,0.00020639741,0.0001010282,0.00012804617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010456933,0.00028240896,0.0009385306,0.00031692276,0.0002115276,0.000034931734,0.0001718653,0.00017248638,0.0008618694],"category_scores_gemma":[0.00009163002,0.00019786372,0.00012496066,0.00033349416,0.00008205881,0.00028822842,0.00020468913,0.0009292243,0.00014915319],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77748185,0.0029177184,0.094318,0.003178289,0.00055830023,0.000111989255,0.0059524593,0.00006497934,0.0000036722984,0.0061603445,0.013323778,0.09592859],"study_design_scores_gemma":[0.91293186,0.0010632309,0.01647577,0.00086132885,0.0005127365,2.5132232e-7,0.0005983126,0.0008635152,0.0000016129586,0.00029850696,0.06599911,0.00039378565],"about_ca_topic_score_codex":0.00015798557,"about_ca_topic_score_gemma":0.00040925253,"teacher_disagreement_score":0.13544996,"about_ca_system_score_codex":0.0011609042,"about_ca_system_score_gemma":0.0010338546,"threshold_uncertainty_score":0.9436866},"labels":[],"label_agreement":null},{"id":"W4404196753","doi":"10.1111/jtxs.12872","title":"Difference in Drinking Times as a Function of Liquid Consistency in Adults With Oculopharyngeal Muscular Dystrophy: A Comparative Study Using Bostwick Consistometer and <scp>IDDSI</scp> Flow Test Methods","year":2024,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Agriculture and Agri-Food Canada; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Oculopharyngeal muscular dystrophy; Consistency (knowledge bases); Test (biology); Muscular dystrophy; Medicine; Mechanics; Chemistry; Physics; Computer science; Internal medicine; Biology; Artificial intelligence; Ecology","score_opus":0.061314210958566706,"score_gpt":0.43882132236518206,"score_spread":0.37750711140661536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404196753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370624,0.013389448,0.00070581655,0.00017513007,0.0004793742,0.00095002155,0.0000037140035,0.000015506454,0.00057477906],"genre_scores_gemma":[0.99100876,0.0003631869,0.008176256,0.00007884249,0.00008421282,0.000038040052,8.9678895e-7,0.000016275275,0.00023354898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734807,0.00076896686,0.00094208494,0.00027612704,0.00036637005,0.00029838702],"domain_scores_gemma":[0.99696445,0.0019779345,0.0005045614,0.0001324681,0.00035546705,0.00006510837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013264751,0.00025662055,0.0009759199,0.0005819173,0.00018754842,0.00002180224,0.00010405624,0.000052177827,0.000011998894],"category_scores_gemma":[0.0003861403,0.00016791928,0.000078016674,0.0005200809,0.00015475032,0.00023209064,0.0001857469,0.0006510456,0.0000016870094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002081572,0.00196472,0.6812932,0.0058202283,0.006699832,0.00238884,0.28522763,0.00034246562,0.0029437714,0.0009169667,0.0014986339,0.00882214],"study_design_scores_gemma":[0.0076204,0.008998319,0.48623163,0.013579447,0.0015830138,0.0000857064,0.47705027,0.0024242154,0.00007795592,0.0011607553,0.00090516446,0.0002831453],"about_ca_topic_score_codex":0.000071680406,"about_ca_topic_score_gemma":0.000553799,"teacher_disagreement_score":0.19506158,"about_ca_system_score_codex":0.0002091625,"about_ca_system_score_gemma":0.00023550076,"threshold_uncertainty_score":0.6847549},"labels":[],"label_agreement":null},{"id":"W4404316895","doi":"10.1109/jtehm.2024.3497895","title":"Elevating Patient Care With Deep Learning: High-Resolution Cervical Auscultation Signals for Swallowing Kinematic Analysis in Nasogastric Tube Patients","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh; National Science Foundation","keywords":"Swallowing; Auscultation; Medicine; Kinematics; Tube (container); Orthodontics; Medical physics; Surgery; Radiology; Materials science","score_opus":0.01728265048778762,"score_gpt":0.3409336541578172,"score_spread":0.3236510036700296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404316895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.792277,0.0025329764,0.20207848,0.0017247588,0.00048028628,0.00085794687,0.0000035269445,0.000023216982,0.000021803702],"genre_scores_gemma":[0.9935215,0.00014771947,0.005889959,0.00011044682,0.00017484106,0.000047474714,0.00008260312,0.000015483813,0.0000099682975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979679,0.00012290063,0.0010569808,0.00014617496,0.0004179515,0.00028807705],"domain_scores_gemma":[0.9986397,0.00075193733,0.00023051565,0.00003825454,0.0001907276,0.00014886002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096087286,0.00012869836,0.00039646763,0.0009921872,0.000100752586,0.000007782135,0.000043577693,0.000058941372,0.000015747615],"category_scores_gemma":[0.00013572969,0.00009713674,0.000049180504,0.00078719796,0.000010154448,0.00018060612,0.000004173451,0.00045426542,3.2684494e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001773113,0.000045119952,0.072454534,0.0052579106,0.00019841913,0.000008977655,0.013174152,0.8974066,0.00004041058,0.00050070806,0.000028037826,0.010707823],"study_design_scores_gemma":[0.0065605785,0.0027022837,0.26403415,0.00747537,0.00034960418,0.0000021257174,0.004074544,0.7134635,0.0000027364504,0.00011480901,0.0010330655,0.00018726703],"about_ca_topic_score_codex":0.000103934624,"about_ca_topic_score_gemma":0.00010588403,"teacher_disagreement_score":0.2012445,"about_ca_system_score_codex":0.00024065055,"about_ca_system_score_gemma":0.00017275114,"threshold_uncertainty_score":0.39611214},"labels":[],"label_agreement":null},{"id":"W4404406251","doi":"10.1016/j.cmpb.2024.108505","title":"Recent advancements and future directions in automatic swallowing analysis via videofluoroscopy: A review","year":2024,"lang":"en","type":"review","venue":"Computer Methods and Programs in Biomedicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North York General Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Computer science; Swallowing; Data science; Medicine; Artificial intelligence; Surgery","score_opus":0.12340454547513496,"score_gpt":0.5507592675735823,"score_spread":0.4273547220984473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404406251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015037615,0.96846336,0.023053542,0.0012688349,0.0026540444,0.0042633526,0.0000050614885,0.00012669527,0.00016359807],"genre_scores_gemma":[8.422212e-8,0.8140033,0.1832005,0.00056175346,0.00045140536,0.0013342302,0.00023266659,0.00003860262,0.0001774597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425757,0.0022499715,0.0017747221,0.00087553903,0.00026269042,0.00057952915],"domain_scores_gemma":[0.9984313,0.0004491026,0.00042452823,0.00046104824,0.000050163333,0.00018381838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005141344,0.0005571895,0.0030855262,0.0014617861,0.0001578811,0.000037967653,0.0002193319,0.00029700535,0.00011222347],"category_scores_gemma":[0.000030978463,0.00037594207,0.00022126376,0.0049158847,0.00008257493,0.000097647935,0.0005487218,0.0010489494,0.000009958061],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013839812,0.00007225427,0.00015506143,0.10224536,0.00079531624,0.00002963389,0.00034021024,1.2784747e-8,4.1028667e-8,0.00004582655,0.0005216694,0.89579326],"study_design_scores_gemma":[0.00033984662,0.000118244534,0.00011598861,0.10612187,0.006487599,0.0000036062893,0.00008351498,0.0008321775,2.9388718e-9,0.00016506114,0.8854556,0.00027650906],"about_ca_topic_score_codex":0.00004854682,"about_ca_topic_score_gemma":0.00006396082,"teacher_disagreement_score":0.8955167,"about_ca_system_score_codex":0.00027589026,"about_ca_system_score_gemma":0.000113487105,"threshold_uncertainty_score":0.9998692},"labels":[],"label_agreement":null},{"id":"W4404454092","doi":"10.1016/j.prdoa.2024.100282","title":"Dysphagia is a risk factor of malnutrition in X-linked Dystonia-Parkinsonism","year":2024,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Care Foundation","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Massachusetts General Hospital","keywords":"Dysphagia; Parkinsonism; Dystonia; Malnutrition; Risk factor; Medicine; Pediatrics; Internal medicine; Surgery; Psychiatry; Disease","score_opus":0.043605087347953625,"score_gpt":0.4345328968427656,"score_spread":0.390927809494812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404454092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92793125,0.006516995,0.0016443915,0.008891002,0.008031015,0.0039353175,0.00038516492,0.0008244924,0.041840386],"genre_scores_gemma":[0.9767734,0.01581086,0.00069699675,0.0008274112,0.00013830647,0.00023839514,0.000059354,0.000104150466,0.0053511327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927876,0.0016080049,0.0029791663,0.0010812351,0.000569738,0.00097427244],"domain_scores_gemma":[0.99578357,0.0024373522,0.0006731018,0.0007199234,0.0001029894,0.0002830743],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027249756,0.0004616258,0.0009277253,0.00051698013,0.00036463002,0.000041101983,0.00048559703,0.0010846143,0.0031618848],"category_scores_gemma":[0.0005279356,0.00042827043,0.0005200224,0.001056694,0.0003454569,0.0003479534,0.00026491703,0.0029559901,0.0014213695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092009304,0.0030288112,0.3514313,0.0024981885,0.0025203226,0.00018365828,0.011060508,0.00009089319,0.0001410913,0.022940772,0.06264062,0.5425437],"study_design_scores_gemma":[0.005784259,0.00045337583,0.21984155,0.0010628973,0.00035199622,7.6464624e-7,0.0012490498,0.0065085026,0.000011281038,0.03543692,0.7286961,0.0006032882],"about_ca_topic_score_codex":0.0004515955,"about_ca_topic_score_gemma":0.00041443357,"teacher_disagreement_score":0.6660555,"about_ca_system_score_codex":0.00023870777,"about_ca_system_score_gemma":0.00043069766,"threshold_uncertainty_score":0.9998169},"labels":[],"label_agreement":null},{"id":"W4404751777","doi":"10.1016/j.foodres.2024.115421","title":"Additive manufacturing technology in the development of easy to swallow and digest foods for the elderly","year":2024,"lang":"en","type":"review","venue":"Food Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Food science; Manufacturing engineering; Computer science; Chemistry; Engineering","score_opus":0.2696637688200734,"score_gpt":0.5655596855714016,"score_spread":0.29589591675132815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404751777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020667187,0.9472435,0.0010770719,0.013012192,0.0020360989,0.0134614995,0.00044734607,0.000057114445,0.02245848],"genre_scores_gemma":[0.0053365976,0.9660928,0.0014980258,0.00009295947,0.00048828503,0.017001932,0.00017757322,0.00006044409,0.00925138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758416,0.0002981235,0.0006264274,0.00034434095,0.00069258764,0.0004543391],"domain_scores_gemma":[0.9973084,0.0020739867,0.0001313206,0.0002567336,0.00018685614,0.000042722822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003148822,0.00018215727,0.00038102723,0.00092400267,0.00037088996,0.00004673075,0.0010808868,0.00018471455,0.000091810376],"category_scores_gemma":[0.00033540075,0.00009407326,0.0000895076,0.0003710024,0.00008486393,0.000044538072,0.0009948872,0.0012535207,0.00008289988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016555856,0.000048226666,0.0000054570414,0.004667831,0.00062389264,0.000003612513,0.0014130651,2.0088508e-7,2.9806608e-7,0.03776539,0.011760982,0.9436945],"study_design_scores_gemma":[0.00016795551,0.00024662068,0.000057427802,0.005563784,0.000060542636,9.247293e-7,0.002225225,0.00000455809,0.0000059370486,0.0020232424,0.9895565,0.000087296874],"about_ca_topic_score_codex":0.00001295737,"about_ca_topic_score_gemma":0.00035082878,"teacher_disagreement_score":0.9777955,"about_ca_system_score_codex":0.00034494617,"about_ca_system_score_gemma":0.00068087585,"threshold_uncertainty_score":0.54459935},"labels":[],"label_agreement":null},{"id":"W4404844528","doi":"10.1055/a-2436-1113","title":"Modified overtube insertion technique to facilitate safe endoscopic cricopharyngeal myotomy for management of Zenker’s diverticulum","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Zenker's diverticulum; Medicine; Cricopharyngeal myotomy; Myotomy; Diverticulum (mollusc); Surgery; Dysphagia; Esophagus; Achalasia","score_opus":0.08290186352133348,"score_gpt":0.4055417911680727,"score_spread":0.3226399276467392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404844528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16347088,0.00089295616,0.7037733,0.0039067063,0.0064107394,0.021186609,0.00035108376,0.0010888383,0.098918855],"genre_scores_gemma":[0.9317861,0.00019816535,0.03220638,0.0008077422,0.00014785239,0.0073046796,0.00009313822,0.00006209543,0.027393857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755514,0.00015979046,0.0007048753,0.00054519036,0.00037593313,0.0006590445],"domain_scores_gemma":[0.9989407,0.00025693435,0.00009752281,0.00044342107,0.000097666954,0.00016377094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006173111,0.00027664987,0.0003764682,0.00032151554,0.0002824078,0.000027180315,0.00031043834,0.000121700934,0.0005069493],"category_scores_gemma":[0.000030309764,0.000250405,0.00014224924,0.00043254526,0.00003091485,0.00030436783,0.00033939385,0.00026709875,0.00037213546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002522167,0.0010033622,0.0092712045,0.03328339,0.0025448257,0.00017921251,0.009546371,0.00049747806,0.068463884,0.40870893,0.43446288,0.029516323],"study_design_scores_gemma":[0.0069743195,0.0015844231,0.0279916,0.0049231336,0.0008224422,4.0691913e-7,0.0036717444,0.0047847647,0.025388138,0.0148890875,0.9079231,0.0010468153],"about_ca_topic_score_codex":0.00020054901,"about_ca_topic_score_gemma":0.000020482197,"teacher_disagreement_score":0.7683152,"about_ca_system_score_codex":0.00031496838,"about_ca_system_score_gemma":0.00010194466,"threshold_uncertainty_score":0.9999948},"labels":[],"label_agreement":null},{"id":"W4404991905","doi":"10.1016/j.jtcvs.2024.11.033","title":"Zenker per-oral endoscopic myotomy (Z-POEM): The ideal first-line therapy for treatment of Zenker diverticulum","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; Memorial University of Newfoundland; University of Manitoba; Western University","funders":"","keywords":"Zenker's diverticulum; Myotomy; Medicine; Diverticulum (mollusc); Ideal (ethics); Surgery; Achalasia; Philosophy; Esophagus; Dysphagia","score_opus":0.06329659576858503,"score_gpt":0.39615440668086954,"score_spread":0.3328578109122845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404991905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984811,0.17633681,0.015150475,0.0031072525,0.0044611366,0.0017500973,0.000026767999,0.00004791253,0.0006384125],"genre_scores_gemma":[0.96317947,0.033869933,0.000404095,0.00018270902,0.0008577067,0.00013396531,0.00000770285,0.000038696126,0.001325724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761146,0.00047709182,0.000797872,0.0002204908,0.0005187389,0.00037437075],"domain_scores_gemma":[0.9980692,0.0010023967,0.00024104342,0.0003531799,0.00022150118,0.00011263824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027930054,0.00022802224,0.00091132364,0.00019869696,0.0003642815,0.00004325946,0.00013223366,0.0001105362,0.00014480557],"category_scores_gemma":[0.000052732445,0.00012538474,0.001655853,0.00017944757,0.00006684176,0.00020338548,0.000060374587,0.00018637437,0.000010560979],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010455257,0.00048074362,0.11901806,0.002078564,0.023544881,0.00028941964,0.004128096,0.00024244591,0.000097960634,0.0007172827,0.052509014,0.795848],"study_design_scores_gemma":[0.0011815509,0.00044513453,0.04020729,0.00058983563,0.0020855176,0.000018323506,0.0014289655,0.0003202271,0.000303479,0.00049181,0.95272034,0.00020749454],"about_ca_topic_score_codex":0.000091124704,"about_ca_topic_score_gemma":0.000009551798,"teacher_disagreement_score":0.90021133,"about_ca_system_score_codex":0.000102490274,"about_ca_system_score_gemma":0.00024386783,"threshold_uncertainty_score":0.51130414},"labels":[],"label_agreement":null},{"id":"W4405064800","doi":"10.1111/ger.12803","title":"Effect of Oral Screen Training After Stroke—A Randomised Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Gerodontology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Physical therapy; Stroke (engine); Randomized controlled trial; Rehabilitation; Physical medicine and rehabilitation; Dentistry; Surgery","score_opus":0.04218399771841205,"score_gpt":0.4214335100860436,"score_spread":0.3792495123676315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405064800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90720403,0.0009529208,0.0017368979,0.001133685,0.006065543,0.009570462,0.00002085052,0.00020430873,0.073111326],"genre_scores_gemma":[0.9872248,0.000026944139,0.00026477338,0.00024471476,0.00033097726,0.0025300744,0.000026846781,0.000025006519,0.009325871],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9960829,0.0021493915,0.0007313343,0.00030989404,0.00019554274,0.0005309125],"domain_scores_gemma":[0.99572664,0.0037537387,0.00015521391,0.00024225305,0.000041457053,0.000080699196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003009068,0.00019765059,0.0010624005,0.00019539248,0.00010859042,0.00001075394,0.00015088392,0.00021610779,0.002878558],"category_scores_gemma":[0.00040970196,0.00013670627,0.00028378094,0.00011289878,0.00007060239,0.0000910568,0.00008401528,0.00038727195,0.00016082892],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95627046,0.0000519907,0.0013773385,0.00052801665,0.001144241,0.00008734548,0.0020916834,0.000002133134,0.00023146237,0.003060873,0.0144669525,0.020687487],"study_design_scores_gemma":[0.9670338,0.0018327261,0.0007489069,0.00012946555,0.0007167311,0.0000010651527,0.00027451696,0.00046177724,0.00003402683,0.0001286649,0.028478194,0.00016010842],"about_ca_topic_score_codex":0.00009972686,"about_ca_topic_score_gemma":0.00027678823,"teacher_disagreement_score":0.080020785,"about_ca_system_score_codex":0.000064148444,"about_ca_system_score_gemma":0.00021745707,"threshold_uncertainty_score":0.9980329},"labels":[],"label_agreement":null},{"id":"W4405229072","doi":"10.1044/2024_ajslp-24-00137","title":"The Effects of Whole-Body Exercise on Swallowing Function in Older Adults With Parkinson's Disease: A Proof-of-Principle Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Swallowing; Parkinson's disease; Physical medicine and rehabilitation; Medicine; Disease; Proof of concept; Physical therapy; Function (biology); Gerontology; Computer science; Internal medicine; Dentistry","score_opus":0.0066702988487003755,"score_gpt":0.3375311305350641,"score_spread":0.33086083168636377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405229072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99387455,0.002514876,0.00066772744,0.00039828478,0.0008260802,0.0014791873,0.0000039020815,0.000020785435,0.00021459564],"genre_scores_gemma":[0.9987912,0.000118531054,0.00031111232,0.00010293552,0.00013182254,0.00011804464,0.0000031245418,0.000032810327,0.00039042812],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976056,0.00066040846,0.0006983463,0.00025080855,0.0004234669,0.00036135534],"domain_scores_gemma":[0.9981625,0.0006212373,0.00066255504,0.00033355659,0.00011283727,0.00010730613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011502292,0.00018802423,0.0005258338,0.00036294592,0.000113793256,0.000011068055,0.00025450828,0.000040922616,0.000030435995],"category_scores_gemma":[0.00014665449,0.00011398483,0.000099978744,0.0005291517,0.0001610788,0.00011787749,0.00010156214,0.00062135386,0.000008433559],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00785117,0.0021128454,0.25709543,0.0021284043,0.00055852794,0.011940605,0.048927307,0.00006347625,0.0029614186,0.00039629356,0.00059564813,0.66536885],"study_design_scores_gemma":[0.006408851,0.013201768,0.84473526,0.009173507,0.00085395406,0.000027472042,0.121311896,0.00018501146,0.0011104933,0.00009573004,0.0025491575,0.0003468855],"about_ca_topic_score_codex":0.00005953744,"about_ca_topic_score_gemma":0.00007428903,"teacher_disagreement_score":0.665022,"about_ca_system_score_codex":0.00009538193,"about_ca_system_score_gemma":0.0002154613,"threshold_uncertainty_score":0.46481666},"labels":[],"label_agreement":null},{"id":"W4405309077","doi":"10.1044/2024_ajslp-24-00003","title":"Palliative Care Training for Medical Speech-Language Pathologists: A Multiple-Baseline Design","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System","funders":"","keywords":"Palliative care; Intervention (counseling); Medicine; Session (web analytics); Asha; Psychology; Family medicine; Nursing; Computer science","score_opus":0.06457820784413397,"score_gpt":0.4455536282246129,"score_spread":0.38097542038047894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405309077","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45423186,0.009868218,0.52286494,0.0052375537,0.00345253,0.00204561,0.00021500552,0.000327262,0.0017570107],"genre_scores_gemma":[0.8609142,0.0005046165,0.13227436,0.002892913,0.0021972407,0.00017028187,0.00008369438,0.00011499345,0.00084771443],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99447155,0.0016336001,0.0015204822,0.00057576905,0.00074410863,0.0010545151],"domain_scores_gemma":[0.9936438,0.0041428353,0.0009778484,0.00041146443,0.000407968,0.0004160904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047700936,0.0004418647,0.0011325378,0.00060558337,0.0003012127,0.00003936932,0.0006742476,0.0002805179,0.0009751685],"category_scores_gemma":[0.0030819506,0.0003464663,0.0003818329,0.0005766926,0.0005299607,0.000188601,0.00019479443,0.0015776634,0.00010753969],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006609996,0.0001229725,0.0024460093,0.00045807508,0.000382768,0.026544891,0.12607306,0.000042919874,0.0040865205,0.00049368414,0.004656088,0.834032],"study_design_scores_gemma":[0.0072571468,0.0064773317,0.0032920018,0.0024378498,0.0009433022,0.0013442036,0.94302833,0.0041576684,0.0017026511,0.00060206087,0.027548185,0.0012092467],"about_ca_topic_score_codex":0.00011320931,"about_ca_topic_score_gemma":0.00018280672,"teacher_disagreement_score":0.83282274,"about_ca_system_score_codex":0.000397907,"about_ca_system_score_gemma":0.0011455918,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W4405309431","doi":"10.20944/preprints202412.1055.v1","title":"A Comprehensive Literature Review Of Dysphagia Screening Protocols for Stroke","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Intensive care medicine; Swallowing; Health care; Acute stroke; Aspiration pneumonia; Multidisciplinary approach; Physical therapy; Pneumonia; Emergency department; Nursing; Surgery; Internal medicine","score_opus":0.262501723653829,"score_gpt":0.5266186415942222,"score_spread":0.2641169179403932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405309431","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031376917,0.11788517,0.007903356,0.015894024,0.009350576,0.63709277,0.004029345,0.0022543566,0.17421347],"genre_scores_gemma":[0.06554679,0.052472707,0.025047544,0.011355242,0.0025810993,0.69370323,0.0027929444,0.0006813758,0.14581904],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947385,0.0006295525,0.0018319862,0.0013649045,0.0006664985,0.000768516],"domain_scores_gemma":[0.9949954,0.00045303578,0.0012639599,0.0019099716,0.0011811109,0.00019648344],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019970678,0.00065359665,0.0014419723,0.00031253463,0.00026260357,0.000026319696,0.0010185904,0.00066337787,0.0015587034],"category_scores_gemma":[0.00040448163,0.0005917098,0.00065496407,0.00033266103,0.000078610305,0.000102184626,0.006722076,0.0030728958,0.00075815874],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036273443,0.00029641873,0.057055254,0.8763351,0.0024964942,0.000050091778,0.0026285423,0.000044506993,0.0015805602,0.010652805,0.044473708,0.004023795],"study_design_scores_gemma":[0.001410489,0.00008739893,0.02343564,0.33815485,0.00084784825,0.0000017068664,0.00039437693,0.00022141631,0.000863399,0.005196337,0.6286513,0.0007352279],"about_ca_topic_score_codex":0.000037672213,"about_ca_topic_score_gemma":0.000006164407,"teacher_disagreement_score":0.5841776,"about_ca_system_score_codex":0.00021538138,"about_ca_system_score_gemma":0.00059821433,"threshold_uncertainty_score":0.99965346},"labels":[],"label_agreement":null},{"id":"W4405382369","doi":"10.5539/gjhs.v16n12p23","title":"Oral Frailty Awareness and Singing Habit-Oral Frailty Association in Japanese General Adults","year":2024,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Habit; Singing; Medicine; Gerontology; Association (psychology); Demography; Exploratory research; Psychology","score_opus":0.05960932400415957,"score_gpt":0.4571624650611461,"score_spread":0.3975531410569865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405382369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549646,0.0012156137,0.0005978398,0.0074266577,0.003599632,0.00036584664,0.000012362025,0.00003861364,0.0012469736],"genre_scores_gemma":[0.99587756,0.00021199089,0.0020040025,0.0013527147,0.00019355395,0.0000066335674,0.0000023389046,0.0000075589046,0.00034362153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650973,0.00029767802,0.000995168,0.00031778924,0.0009936043,0.00088602776],"domain_scores_gemma":[0.99859154,0.0001127724,0.0005811437,0.00013273957,0.00028104364,0.00030075546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069737877,0.00015331266,0.00038584808,0.00028703647,0.00076442864,0.00012550033,0.00034436944,0.00009297029,0.000038966245],"category_scores_gemma":[0.0002320447,0.00012534502,0.000052356987,0.0012276816,0.00010038164,0.0009995134,0.00020954669,0.00058102055,0.000021129224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059272817,0.00007467305,0.9458994,0.0004624132,0.000022397016,0.000056494617,0.001986825,0.00013881073,0.00006217317,0.002866937,0.0075777336,0.040792834],"study_design_scores_gemma":[0.0011971223,0.00021174955,0.97616106,0.0013508633,0.0000186922,0.00002454445,0.0027693894,0.007760469,0.000004265357,0.0012819489,0.00904703,0.00017286318],"about_ca_topic_score_codex":0.0020820282,"about_ca_topic_score_gemma":0.0009602915,"teacher_disagreement_score":0.04061997,"about_ca_system_score_codex":0.0024852229,"about_ca_system_score_gemma":0.0026370175,"threshold_uncertainty_score":0.64987713},"labels":[],"label_agreement":null},{"id":"W4405489409","doi":"10.1109/embc53108.2024.10782280","title":"Swallowing Assessment using High-Resolution Cervical Auscultations and Transformer-based Neural Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"National Institutes of Health","keywords":"Computer science; Transformer; Artificial neural network; Swallowing; Artificial intelligence; Medicine; Electrical engineering; Engineering; Voltage; Radiology","score_opus":0.05066587231157256,"score_gpt":0.41987255987731975,"score_spread":0.3692066875657472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405489409","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16569921,0.00021521971,0.8146868,0.0057651075,0.0017990139,0.0010571113,0.000006876798,0.0004672154,0.010303494],"genre_scores_gemma":[0.98641527,0.000027067344,0.010699903,0.0010245101,0.0002289458,0.00011407673,0.000068448164,0.000028563652,0.001393239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837303,0.00020185558,0.00039363917,0.0003165884,0.0002441066,0.00047075926],"domain_scores_gemma":[0.99936306,0.00029924113,0.00003676649,0.00012962955,0.00004669662,0.00012461664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048512613,0.00016601071,0.00017788658,0.00014434052,0.00070504256,0.00007639389,0.000076151286,0.00012388139,0.00080196623],"category_scores_gemma":[0.0000069009902,0.00013606172,0.00006825166,0.0002957136,0.000033367523,0.00032139613,0.000039659528,0.00046748118,0.000019815607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014168794,0.0005079375,0.04480916,0.0035165027,0.0009707161,0.00014047774,0.0027444554,0.18967229,0.0037214449,0.67704624,0.019007508,0.057721585],"study_design_scores_gemma":[0.00064634084,0.000053772445,0.029565379,0.00014833896,0.00016398619,4.1177972e-7,0.0007529518,0.962768,0.000003135499,0.00030539022,0.005429633,0.0001626514],"about_ca_topic_score_codex":0.0004537985,"about_ca_topic_score_gemma":0.00024250714,"teacher_disagreement_score":0.820716,"about_ca_system_score_codex":0.00023809884,"about_ca_system_score_gemma":0.00015880179,"threshold_uncertainty_score":0.8780968},"labels":[],"label_agreement":null},{"id":"W4405490760","doi":"10.1109/embc53108.2024.10781763","title":"Towards Non-Invasive Swallowing Assessment: an AI-Powered Interface for Swallowing Kinematic Analysis using High-Resolution Cervical Auscultation","year":2024,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"HORIZON EUROPE Health","keywords":"Swallowing; Auscultation; Kinematics; Computer science; Physical medicine and rehabilitation; Medicine; Radiology; Physics","score_opus":0.05145193697645523,"score_gpt":0.4566890901302387,"score_spread":0.40523715315378345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405490760","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16142678,0.000055492303,0.82847655,0.0022634887,0.0016438873,0.0019645551,0.000023950732,0.00041599304,0.003729291],"genre_scores_gemma":[0.92127365,0.00001315711,0.07472904,0.00059282285,0.0002954899,0.00039244772,0.0004320637,0.00006172962,0.0022096147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965677,0.0003973431,0.0009876117,0.00074005255,0.0005530212,0.0007542597],"domain_scores_gemma":[0.9984325,0.00049049023,0.00018274215,0.0004200871,0.0002757289,0.00019844617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015869038,0.00034892076,0.0006016374,0.0007294259,0.0007735341,0.0002200844,0.0002894839,0.0002347645,0.0010000304],"category_scores_gemma":[0.000104452345,0.00030223656,0.00036867542,0.0012545524,0.000027785334,0.0012073808,0.00022362059,0.00047875856,0.00010106163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000765145,0.0025795854,0.029736035,0.034640547,0.04386397,0.00022583241,0.06391808,0.22186925,0.18302542,0.36974093,0.026107999,0.023527222],"study_design_scores_gemma":[0.00122093,0.00020712861,0.015085014,0.0007151839,0.0037541173,3.3684333e-7,0.008504461,0.96612805,0.0002002968,0.0023520004,0.0013721896,0.00046028467],"about_ca_topic_score_codex":0.00091979065,"about_ca_topic_score_gemma":0.0009210251,"teacher_disagreement_score":0.75984687,"about_ca_system_score_codex":0.00095018506,"about_ca_system_score_gemma":0.0005047043,"threshold_uncertainty_score":0.99994296},"labels":[],"label_agreement":null},{"id":"W4405673704","doi":"10.1007/s00455-024-10791-2","title":"Measurement Properties of the Dysphagiameter for the Assessment of Dysphagia in Oculopharyngeal Muscular Dystrophy","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Hôpital Charles-Le Moyne; Montreal Neurological Institute and Hospital; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Fondation du Grand défi Pierre Lavoie; AFM-Téléthon; Muscular Dystrophy Canada","keywords":"Rasch model; Oculopharyngeal muscular dystrophy; Cronbach's alpha; Medicine; Dysphagia; Psychometrics; Prom; Physical therapy; Patient-reported outcome; Oropharyngeal dysphagia; Population; Clinical psychology; Construct validity; Quality of life (healthcare); Psychology; Surgery; Developmental psychology","score_opus":0.09772336780854708,"score_gpt":0.3777942433536114,"score_spread":0.2800708755450643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405673704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7496385,0.06425676,0.055708345,0.025273643,0.032761116,0.045514774,0.0003890054,0.00074281613,0.025715059],"genre_scores_gemma":[0.9946042,0.00018404995,0.0009360156,0.00045312158,0.0001856612,0.001808871,0.0000057423936,0.000078859885,0.0017435072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99511975,0.0006242469,0.0015163529,0.00058274926,0.001339856,0.00081703416],"domain_scores_gemma":[0.99760044,0.0003562062,0.00043804845,0.0010403554,0.00047522484,0.00008971861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037212435,0.00041117158,0.0006814178,0.0002434632,0.0004335968,0.000040034694,0.0009905051,0.00020053002,0.0002626318],"category_scores_gemma":[0.00020746878,0.00022238909,0.00040604762,0.00085003825,0.00028358065,0.00026688064,0.00046747472,0.0006559116,0.000026251466],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015181851,0.0035556653,0.21720493,0.062061355,0.01609644,0.000114639,0.023548197,0.004287229,0.21751414,0.2834443,0.10357564,0.06707928],"study_design_scores_gemma":[0.011349307,0.0011910574,0.6398129,0.011890089,0.0036669653,0.0000070869332,0.0088681495,0.06406303,0.020993378,0.0035233747,0.2328552,0.0017794514],"about_ca_topic_score_codex":0.0003258958,"about_ca_topic_score_gemma":0.00025915547,"teacher_disagreement_score":0.422608,"about_ca_system_score_codex":0.0005061499,"about_ca_system_score_gemma":0.0009298506,"threshold_uncertainty_score":0.9068764},"labels":[],"label_agreement":null},{"id":"W4405960097","doi":"10.1093/geroni/igae098.0636","title":"CHARACTERISTICS OF BURDEN ASSOCIATED WITH CARING FOR OLDER FAMILY MEMBERS WITH DYSPHAGIA ACROSS TIME","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Medicine; Gerontology; Psychology; Surgery","score_opus":0.03364895688014051,"score_gpt":0.386638658235632,"score_spread":0.35298970135549146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98220474,0.00002011189,0.01039567,0.00063719664,0.0003694958,0.0009978381,0.00003582215,0.0001421935,0.0051969523],"genre_scores_gemma":[0.9927027,0.0000033393092,0.00095737964,0.00030108853,0.000085815795,0.00021894561,0.0001933682,0.00003899997,0.0054983273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985682,0.00004713369,0.0005832714,0.0002253503,0.00022479206,0.00035129022],"domain_scores_gemma":[0.9989759,0.00026285456,0.00027382598,0.00013461278,0.00033505997,0.000017767168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010293609,0.00012775262,0.00022443668,0.00025039533,0.000160377,0.000034396344,0.00009321843,0.00007429972,0.00006150116],"category_scores_gemma":[0.00007141226,0.00010461143,0.000014163522,0.001266376,0.0000316014,0.00021861022,0.000056512697,0.0002720991,0.000010723439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004490679,0.00026604705,0.756235,0.006668823,0.0020346348,0.00008834967,0.089450955,0.0012775927,0.011139544,0.0689103,0.015527013,0.04795266],"study_design_scores_gemma":[0.004335506,0.0001899178,0.93185145,0.007821698,0.00016944573,6.3314127e-7,0.011813685,0.02319059,0.00033613536,0.00042475524,0.019262265,0.00060389366],"about_ca_topic_score_codex":0.00011510203,"about_ca_topic_score_gemma":0.000035823992,"teacher_disagreement_score":0.17561646,"about_ca_system_score_codex":0.00022203161,"about_ca_system_score_gemma":0.00015724036,"threshold_uncertainty_score":0.426593},"labels":[],"label_agreement":null},{"id":"W4405984823","doi":"10.1093/geroni/igae098.1627","title":"DYSPHAGIA MANAGEMENT CONTRIBUTES TO BURDEN IN CAREGIVERS OF PERSONS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Dementia; Medicine; Gerontology; Intensive care medicine; Physical medicine and rehabilitation; Surgery; Internal medicine; Disease","score_opus":0.02528903015745171,"score_gpt":0.36923472279962194,"score_spread":0.34394569264217023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8341275,0.00043104644,0.03959034,0.016236484,0.0014323045,0.0031872408,0.000016050923,0.00020651984,0.104772545],"genre_scores_gemma":[0.9945455,0.000013842948,0.0016264765,0.00048203216,0.000030427069,0.00025032618,0.000025007173,0.000016346303,0.0030100327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99862427,0.000067690045,0.0005443234,0.00024586386,0.00020831419,0.0003095446],"domain_scores_gemma":[0.99955475,0.00008636372,0.000090525326,0.0001516252,0.00009836907,0.000018373785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008174602,0.00010784377,0.00016407661,0.0013889393,0.000073545365,0.000020447233,0.0001250935,0.000041343646,0.00015616417],"category_scores_gemma":[0.000017493723,0.000100257166,0.000012268378,0.0029186828,0.000019331475,0.00016252817,0.000119800185,0.00023020506,0.00003785104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007689936,0.000058618683,0.41362238,0.0019109234,0.0004946662,0.00012957795,0.019161614,0.0013497181,0.00073732645,0.52616686,0.022491945,0.013799474],"study_design_scores_gemma":[0.00629522,0.00015794145,0.48894733,0.010128187,0.00025886626,6.8765524e-7,0.14105515,0.0041826293,0.00041934045,0.004174683,0.34367433,0.0007056304],"about_ca_topic_score_codex":0.00040588612,"about_ca_topic_score_gemma":0.00043451073,"teacher_disagreement_score":0.52199215,"about_ca_system_score_codex":0.00030255804,"about_ca_system_score_gemma":0.000078671495,"threshold_uncertainty_score":0.40883687},"labels":[],"label_agreement":null},{"id":"W4406058059","doi":"10.1186/s12877-024-05625-7","title":"Effects of intermittent theta burst stimulation on cognitive and swallowing function in patients with MCI and dysphagia risk: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Montreal Cognitive Assessment; Stroop effect; Swallowing; Transcranial magnetic stimulation; Audiology; Cognition; Physical medicine and rehabilitation; Anesthesia; Internal medicine; Stimulation; Cognitive impairment; Surgery; Psychiatry","score_opus":0.008799178641322875,"score_gpt":0.30879625795585963,"score_spread":0.2999970793145368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406058059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756437,0.00017981954,0.0084392475,0.000025619422,0.0008983976,0.013646264,0.0000032039047,0.000025035173,0.0011386911],"genre_scores_gemma":[0.99823874,0.000095767515,0.00012760409,0.00007912452,0.000039994175,0.0008223814,0.000018501016,0.000011420753,0.00056644593],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99749166,0.0012055967,0.00062420475,0.00025979106,0.00021962673,0.00019913077],"domain_scores_gemma":[0.994541,0.004699917,0.0004908185,0.000097800366,0.00013114096,0.00003931623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014115473,0.00017306957,0.0008412192,0.0003449217,0.00016385374,0.000015845724,0.000040774084,0.00010594098,0.000011095929],"category_scores_gemma":[0.0012177338,0.000118082666,0.00007238021,0.00023792408,0.000039557766,0.000097557706,0.00007908166,0.00022816581,0.000002200306],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8096783,0.0002831254,0.18675958,0.00043215093,0.00028217796,5.8089387e-7,0.0003853426,0.000027690085,0.0000017479691,0.0006707792,0.000035033387,0.0014434615],"study_design_scores_gemma":[0.6450852,0.000441794,0.35173547,0.00029415236,0.00087313016,3.7149788e-9,0.00018407406,0.0010566694,0.0000016278118,0.00025028578,0.000006880105,0.000070671995],"about_ca_topic_score_codex":0.00006263478,"about_ca_topic_score_gemma":0.000034625435,"teacher_disagreement_score":0.1649759,"about_ca_system_score_codex":0.000064286454,"about_ca_system_score_gemma":0.000085491934,"threshold_uncertainty_score":0.48152715},"labels":[],"label_agreement":null},{"id":"W4406175409","doi":"10.1016/j.iccn.2024.103935","title":"The key role of intensive care nurses in critical illness dysphagia assessment, prevention, and management","year":2025,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Critical illness; Intensive care medicine; Intensive care; MEDLINE; Nursing; Critically ill; Surgery","score_opus":0.02789504459028869,"score_gpt":0.46815523218508387,"score_spread":0.4402601875947952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406175409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42988285,0.061181758,0.0076280795,0.07142159,0.015639676,0.007364267,0.00011976816,0.00026470976,0.4064973],"genre_scores_gemma":[0.99531335,0.00045229823,0.0004621563,0.0028257652,0.000050834038,0.00018676811,0.00001926248,0.000018217777,0.0006713313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99773973,0.0003873791,0.00058707106,0.0004439139,0.00026167603,0.00058020244],"domain_scores_gemma":[0.9938617,0.0011404137,0.00006502239,0.0002807115,0.004539968,0.00011218912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025159752,0.00022597222,0.00039789523,0.00019512264,0.0008208989,0.000060914546,0.00016123419,0.00014699645,0.00002970408],"category_scores_gemma":[0.0015052207,0.0001823471,0.0000650761,0.0002523053,0.000803524,0.00014870836,0.00024642434,0.00050167175,0.0000034222167],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001729963,0.00006223732,0.02187051,0.0021294302,0.00011013597,0.00004003905,0.026937189,7.956397e-7,0.00011919193,0.8594036,0.004492059,0.084661834],"study_design_scores_gemma":[0.0008599891,0.00016611037,0.052322596,0.003377373,0.00034117984,0.0000020525877,0.89983934,0.0001228687,0.00010650281,0.032909617,0.009757314,0.00019506723],"about_ca_topic_score_codex":0.00007484895,"about_ca_topic_score_gemma":0.00013178156,"teacher_disagreement_score":0.87290215,"about_ca_system_score_codex":0.00025313842,"about_ca_system_score_gemma":0.00012628206,"threshold_uncertainty_score":0.7435899},"labels":[],"label_agreement":null},{"id":"W4406224352","doi":"10.1002/alz.088386","title":"Dysphagia‐Related Burden in Caregivers of Persons with Early‐Stage Dementia: Impact of Disease Stage and Diet Level","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stage (stratigraphy); Dementia; Dysphagia; Medicine; Disease; Gerontology; Internal medicine; Surgery","score_opus":0.04116435134958281,"score_gpt":0.3632115055419752,"score_spread":0.3220471541923924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406224352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95461446,0.036885116,0.00038028136,0.00041925674,0.0003891103,0.0017586058,0.0005241502,0.000096618445,0.004932391],"genre_scores_gemma":[0.99824107,0.0002345761,0.00035117904,0.000026902102,0.000024592206,0.00008971902,0.0000849584,0.000049021466,0.0008979652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777293,0.00020698099,0.0006167648,0.00044810187,0.00039986163,0.00055537344],"domain_scores_gemma":[0.9989622,0.00012941023,0.00024775005,0.00035999113,0.00008191608,0.0002186895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044351426,0.00028874347,0.00039384695,0.0003237324,0.00014983542,0.00002425183,0.00020804671,0.00010376363,0.0016563024],"category_scores_gemma":[0.000011070419,0.00023385002,0.00012287586,0.00044273888,0.00015480242,0.00037420713,0.00026351743,0.00036053226,0.000029912993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011540323,0.00030662902,0.8897049,0.0009512086,0.06741781,0.00025613347,0.01907894,0.00042306117,0.00079092395,0.008824937,0.007262245,0.0038292245],"study_design_scores_gemma":[0.0038711869,0.0011183094,0.9526135,0.0007721962,0.023651097,3.598009e-7,0.008493588,0.0017403482,0.0001581926,0.00015442145,0.006840392,0.00058640837],"about_ca_topic_score_codex":0.0057965056,"about_ca_topic_score_gemma":0.00054225035,"teacher_disagreement_score":0.06290864,"about_ca_system_score_codex":0.00003755252,"about_ca_system_score_gemma":0.00035660667,"threshold_uncertainty_score":0.9992563},"labels":[],"label_agreement":null},{"id":"W4406243177","doi":"10.1002/ohn.1133","title":"Clinical and Electromyographic Characteristics of Pediatric Laryngeal Dyskinesia","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Swallowing; Larynx; Retrospective cohort study; Otorhinolaryngology; Vocal cord paralysis; Laryngeal paralysis; Pediatrics; Dysphagia; Primary ciliary dyskinesia; Surgery; Anesthesia; Paralysis; Internal medicine; Bronchiectasis","score_opus":0.023980149243369393,"score_gpt":0.4000781812975742,"score_spread":0.37609803205420483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406243177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788951,0.00031961454,0.00093249703,0.0009275692,0.0010012151,0.00058722746,0.0000063323273,0.000058623453,0.017271772],"genre_scores_gemma":[0.9937852,0.0014699203,0.0005734707,0.0012002172,0.00023130477,0.00007963402,0.000023167084,0.000011523418,0.002625533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998109,0.00046586056,0.00071601727,0.00026925592,0.00008274621,0.00035711238],"domain_scores_gemma":[0.9988887,0.00045323465,0.00024040688,0.00026179256,0.00009217242,0.00006372823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076656527,0.0001230413,0.00044265162,0.00028674956,0.00016779822,0.0000032917465,0.00016186545,0.00024687877,0.00015103527],"category_scores_gemma":[0.000120121425,0.00011327405,0.00006473658,0.0003592535,0.00012268638,0.000052560295,0.00021772704,0.00047047177,0.000022108145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005231027,0.00008526541,0.94037735,0.0002953104,0.00008583976,0.0000083198765,0.000032139455,1.0012326e-8,0.000052432453,0.050550975,0.0066763083,0.0017837449],"study_design_scores_gemma":[0.0008886542,0.00013041055,0.9759161,0.000019247123,0.00017324628,5.98242e-7,0.000036783596,0.000030931376,0.0000023625496,0.0013619784,0.021361727,0.0000779452],"about_ca_topic_score_codex":0.000029243434,"about_ca_topic_score_gemma":0.000031025123,"teacher_disagreement_score":0.049188994,"about_ca_system_score_codex":0.000011977214,"about_ca_system_score_gemma":0.00016353028,"threshold_uncertainty_score":0.46191818},"labels":[],"label_agreement":null},{"id":"W4406246420","doi":"10.2196/53045","title":"Tongue Muscle Training App for Middle-Aged and Older Adults Incorporating Flow-Based Gameplay: Design and Feasibility Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tongue; Dysphagia; Rehabilitation; Cronbach's alpha; Affect (linguistics); Physical medicine and rehabilitation; Flexibility (engineering); Physical therapy; Medicine; Psychology; Clinical psychology; Communication; Psychometrics; Surgery","score_opus":0.09862968516087908,"score_gpt":0.40171114656897294,"score_spread":0.3030814614080939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406246420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673031,0.0001656703,0.017845312,0.00057013234,0.0004099798,0.012787959,0.000015853157,0.00026051805,0.000641461],"genre_scores_gemma":[0.9795715,0.0000060454086,0.0147156725,0.0008567417,0.00006580427,0.00343586,0.000021999418,0.00003470908,0.0012916725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754965,0.0005579078,0.0005632646,0.0006425693,0.0001807637,0.00050581904],"domain_scores_gemma":[0.99828464,0.0008822817,0.00023135237,0.0003734537,0.000101211655,0.00012708151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001531634,0.00027966223,0.00044732084,0.00016196117,0.0008013223,0.000061544306,0.00014549009,0.00008962915,0.000031250107],"category_scores_gemma":[0.00015188179,0.0002557518,0.000032540785,0.0002298149,0.00007363622,0.0001603627,0.00017446632,0.00031252045,0.0000027539766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007968393,0.007732126,0.4192379,0.012599695,0.00093589706,0.00007865761,0.11026523,0.0004956387,0.0024088933,0.0020444607,0.020124847,0.41610825],"study_design_scores_gemma":[0.01545017,0.0029442841,0.9125068,0.0011645028,0.00017106217,3.5149358e-7,0.046410624,0.01885245,0.000030165924,0.0008482083,0.0011487763,0.00047258814],"about_ca_topic_score_codex":0.00011848317,"about_ca_topic_score_gemma":0.0009660541,"teacher_disagreement_score":0.4932689,"about_ca_system_score_codex":0.00010515508,"about_ca_system_score_gemma":0.00025596344,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W4406343598","doi":"10.1121/10.0035343","title":"In-ear acoustic monitoring for swallow detection","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; École de Technologie Supérieure","funders":"","keywords":"Drooling; Swallowing; Audiology; Medicine; Computer science; Physical medicine and rehabilitation; Surgery","score_opus":0.031664560821351016,"score_gpt":0.38902581923748375,"score_spread":0.35736125841613275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406343598","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030866757,0.00068534573,0.94832075,0.014300875,0.0046013696,0.000758739,0.0000052053488,0.000027351722,0.00043361654],"genre_scores_gemma":[0.9857783,0.000631195,0.010677736,0.00079250586,0.0007901586,0.000014544984,1.1174767e-7,0.000019666511,0.0012957858],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998658,0.00017989581,0.00048691887,0.00007470691,0.00032508143,0.00027536662],"domain_scores_gemma":[0.99789053,0.0015245316,0.0002601118,0.00016284673,0.000115811396,0.000046173966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012683149,0.0000941795,0.00021941213,0.000029399147,0.0002762296,0.000009946829,0.00033428345,0.00006980195,0.000054565466],"category_scores_gemma":[0.00019032988,0.000048743626,0.00027707778,0.00028715713,0.00012462353,0.00011408411,0.00013923222,0.00070728577,0.000009454962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012459975,0.0006391208,0.003253213,0.0052045695,0.0025678796,0.00001213938,0.024080921,0.06921641,0.32284102,0.00021684312,0.42526606,0.1454558],"study_design_scores_gemma":[0.0024939536,0.001258757,0.013592302,0.002653964,0.002583682,0.000018154287,0.05414435,0.8080695,0.0029876165,0.011067562,0.10070074,0.0004293793],"about_ca_topic_score_codex":0.000041305455,"about_ca_topic_score_gemma":0.0000016189078,"teacher_disagreement_score":0.95491153,"about_ca_system_score_codex":0.00020807963,"about_ca_system_score_gemma":0.00013082949,"threshold_uncertainty_score":0.3072844},"labels":[],"label_agreement":null},{"id":"W4406412500","doi":"10.1016/s1877-7864(13)62661-0","title":"10.1016/s1877-7864(13)62661-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.019016648872219676,"score_gpt":0.3105054417222673,"score_spread":0.29148879285004764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406412500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004672729,0.00003299179,0.000006353402,0.0017563994,0.000011814118,0.00089070934,0.00001229023,0.0003030136,0.99651915],"genre_scores_gemma":[0.00018834155,0.0000010677908,0.00022808436,0.0006017113,0.0002982483,0.00019747615,0.00003738743,0.000038992286,0.9984087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998317,0.00016924307,0.00035085678,0.00029805704,0.00026629778,0.0005985532],"domain_scores_gemma":[0.99910176,0.00011508788,0.000063793304,0.00044067865,0.00005700647,0.00022167915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040207742,0.00017664189,0.0002276166,0.00010232331,0.0003936169,0.00001907024,0.00028754707,0.00010493863,0.9994263],"category_scores_gemma":[0.000027252661,0.00016295943,0.00006005501,0.00024301726,0.000020905292,0.00013901724,0.00013902334,0.00027952457,0.9990645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060131555,0.000052541982,0.0000022926117,0.00002698165,0.00003112143,0.0000049253354,0.00006910231,0.0000137792995,0.000006859227,0.000019630605,0.76580226,0.23391037],"study_design_scores_gemma":[0.0005544307,0.0001101503,0.00042931022,0.000051482875,0.00003779542,3.0546445e-7,0.000020116004,0.00010766805,0.0000035703752,0.00003511362,0.9984565,0.00019360808],"about_ca_topic_score_codex":0.00008566687,"about_ca_topic_score_gemma":0.0000025739582,"teacher_disagreement_score":0.23371676,"about_ca_system_score_codex":0.000107647465,"about_ca_system_score_gemma":0.00007814253,"threshold_uncertainty_score":0.66452926},"labels":[],"label_agreement":null},{"id":"W4406417119","doi":"10.1016/s0246-0351(20)30285-3","title":"10.1016/s0246-0351(20)30285-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Paralysis; Medicine; Surgery","score_opus":0.02011974171414629,"score_gpt":0.31228925194038254,"score_spread":0.2921695102262363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406417119","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013531366,0.00003303827,0.0000056583267,0.0023963684,0.0000119129745,0.0008940991,0.000015007292,0.0002991502,0.99620944],"genre_scores_gemma":[0.000120692624,8.940739e-7,0.00025044457,0.0005170365,0.0002938464,0.00020234745,0.000047189482,0.000039054543,0.9985285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828917,0.00016889897,0.00034800582,0.00029854686,0.00028138314,0.00061402126],"domain_scores_gemma":[0.9991125,0.00010008143,0.00006128917,0.00043752074,0.00005906264,0.0002295693],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000433653,0.00017447305,0.0002237893,0.00010548007,0.00038187276,0.000019199611,0.00028826515,0.00010743074,0.99941874],"category_scores_gemma":[0.000027491855,0.00016056487,0.000058919104,0.0002499226,0.000017455746,0.0001333687,0.00014207566,0.0003009767,0.9991226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005400541,0.000052607462,0.0000018197585,0.000029212213,0.000032338416,0.000005243493,0.00006162213,0.00001290108,0.000012167228,0.000009676229,0.8542413,0.14548711],"study_design_scores_gemma":[0.0005247281,0.000106310625,0.00021592386,0.000054187934,0.00003672315,3.1530715e-7,0.000023683036,0.000114730305,0.0000034795828,0.00003856986,0.99869084,0.0001905139],"about_ca_topic_score_codex":0.000049376096,"about_ca_topic_score_gemma":0.0000019808947,"teacher_disagreement_score":0.1452966,"about_ca_system_score_codex":0.00011583891,"about_ca_system_score_gemma":0.00008457958,"threshold_uncertainty_score":0.65476453},"labels":[],"label_agreement":null},{"id":"W4406443569","doi":"10.1016/s0246-0424(17)77052-5","title":"10.1016/s0246-0424(17)77052-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.020839706175487235,"score_gpt":0.31446209538792574,"score_spread":0.2936223892124385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406443569","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011903347,0.000032159605,0.0000062754048,0.0018844629,0.000010154032,0.0008875102,0.0000129666105,0.00029757753,0.9967499],"genre_scores_gemma":[0.000078495876,9.882464e-7,0.00026635244,0.0006348118,0.00028847562,0.00019198027,0.000039208677,0.000037583923,0.9984621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831784,0.0001566473,0.00034662912,0.0002971541,0.0002730606,0.00060866284],"domain_scores_gemma":[0.9990976,0.000119674114,0.000061022507,0.0004370001,0.00005720763,0.00022749403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041778263,0.0001742248,0.00022325946,0.00010422806,0.0003844955,0.000019197169,0.00028496736,0.00010418431,0.99959105],"category_scores_gemma":[0.000026825026,0.00016028635,0.00005941693,0.0002456087,0.000021090309,0.00013208065,0.00014309345,0.0002930986,0.99895656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005574453,0.000052684532,0.0000013439703,0.000025706033,0.000032710737,0.0000052650958,0.000069061556,0.000013376338,0.000007831553,0.000011047733,0.8616765,0.13804871],"study_design_scores_gemma":[0.00051765493,0.000107341075,0.00028518777,0.0000544485,0.00003693075,2.5187052e-7,0.000019789504,0.0001036152,0.0000025407026,0.00003475902,0.9986473,0.00019019833],"about_ca_topic_score_codex":0.000052291158,"about_ca_topic_score_gemma":0.0000016954035,"teacher_disagreement_score":0.13785851,"about_ca_system_score_codex":0.00011529526,"about_ca_system_score_gemma":0.0000810063,"threshold_uncertainty_score":0.65362877},"labels":[],"label_agreement":null},{"id":"W4406450786","doi":"10.1016/s1283-0860(06)40115-9","title":"10.1016/s1283-0860(06)40115-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science","score_opus":0.021326989574005088,"score_gpt":0.3120834483201975,"score_spread":0.29075645874619244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406450786","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038465625,0.000031590662,0.0000066664898,0.0018135327,0.000009244117,0.00088712055,0.000012601469,0.00030240437,0.99655217],"genre_scores_gemma":[0.00015797187,0.0000010048669,0.00026172723,0.0005975972,0.00028285055,0.00019645038,0.000048325583,0.000038588,0.99841547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830955,0.000169551,0.0003520117,0.0002973116,0.00026453446,0.00060704845],"domain_scores_gemma":[0.9991092,0.000109287,0.00006252453,0.00043942878,0.000056012843,0.00022355674],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000406316,0.00017622323,0.00022726585,0.00010255059,0.00039082475,0.000018425832,0.00028644133,0.00010480753,0.9993519],"category_scores_gemma":[0.000026689435,0.00016272767,0.0000599743,0.00024036657,0.000020831454,0.00013339044,0.00014252185,0.00028523125,0.99926287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004663911,0.000052955427,0.0000027212955,0.000028370163,0.00003185758,0.0000050001727,0.000068034125,0.000010433386,0.000007284752,0.00002821058,0.8125751,0.18714342],"study_design_scores_gemma":[0.0005395964,0.000093596354,0.000390166,0.00005066754,0.000037327158,3.2587818e-7,0.00001933151,0.00009359458,0.0000036007277,0.00003641991,0.99854237,0.00019302386],"about_ca_topic_score_codex":0.00005376715,"about_ca_topic_score_gemma":0.0000012548504,"teacher_disagreement_score":0.1869504,"about_ca_system_score_codex":0.00011136468,"about_ca_system_score_gemma":0.000080387406,"threshold_uncertainty_score":0.6635842},"labels":[],"label_agreement":null},{"id":"W4406474244","doi":"10.1016/s1283-0887(19)30241-5","title":"10.1016/s1283-0887(19)30241-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Business; Economics; Finance","score_opus":0.023087247387901067,"score_gpt":0.3180746102282965,"score_spread":0.2949873628403954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406474244","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027502753,0.000041506846,0.0000070840383,0.002156328,0.000012256517,0.0009151483,0.000013609921,0.0003234963,0.9962555],"genre_scores_gemma":[0.00012414293,0.0000012044778,0.00027687076,0.00069720874,0.00028786188,0.00020062916,0.00003677924,0.000038000784,0.9983373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983017,0.0001736389,0.0003507066,0.00030428183,0.00026809348,0.0006016106],"domain_scores_gemma":[0.9990428,0.00012636313,0.00006330742,0.00043524994,0.000052338535,0.00027993807],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043324602,0.00017705512,0.00022484067,0.000108943255,0.00042128167,0.000019643523,0.00028928753,0.000105805855,0.9994933],"category_scores_gemma":[0.00003699661,0.0001632453,0.00006040476,0.0002502875,0.000022079072,0.0001303068,0.0001446284,0.00028541818,0.99896514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058891612,0.000049932103,0.0000018613026,0.00003072238,0.000031651914,0.000005669457,0.000071788476,0.000018358776,0.00000616348,0.000029286928,0.7849037,0.21479194],"study_design_scores_gemma":[0.0005623585,0.000104929124,0.00021415397,0.000045160486,0.000039432918,3.883456e-7,0.000021163016,0.00010900191,0.0000028756529,0.00004248254,0.9986641,0.00019396373],"about_ca_topic_score_codex":0.000099037235,"about_ca_topic_score_gemma":0.0000013125068,"teacher_disagreement_score":0.21459799,"about_ca_system_score_codex":0.00012827171,"about_ca_system_score_gemma":0.000096609634,"threshold_uncertainty_score":0.665695},"labels":[],"label_agreement":null},{"id":"W4406507370","doi":"10.1016/s0246-0351(96)46467-4","title":"10.1016/s0246-0351(96)46467-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.02071752299397619,"score_gpt":0.3125320980643272,"score_spread":0.291814575070351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406507370","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017182667,0.000033522116,0.000006254942,0.0020533013,0.00001228792,0.0008914298,0.00001228801,0.00029953275,0.99651957],"genre_scores_gemma":[0.00012220621,0.000001094592,0.00026106008,0.0005387139,0.00029588744,0.00020141232,0.000037711543,0.000039196766,0.99850273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982863,0.00017001462,0.00035007592,0.00029944445,0.00028252526,0.00061161973],"domain_scores_gemma":[0.999092,0.0001203518,0.00006163633,0.00043895826,0.000058317844,0.00022873041],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043997617,0.00017495426,0.00022479019,0.00010538391,0.0003872416,0.000019426418,0.00028935805,0.00010747912,0.9995017],"category_scores_gemma":[0.000030921332,0.00016095422,0.000058966703,0.00025038136,0.000021176691,0.00013397624,0.00014189607,0.000302627,0.9991387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053949378,0.000052738324,0.0000021999726,0.000029364766,0.00003253428,0.000005145727,0.00006934756,0.000010072719,0.000007703234,0.000012929038,0.84597886,0.15374514],"study_design_scores_gemma":[0.00052502874,0.00010829588,0.00024409141,0.000056238405,0.000037024365,3.152463e-7,0.000019907116,0.000103467886,0.0000051008637,0.000037793354,0.9986718,0.00019089572],"about_ca_topic_score_codex":0.00006250083,"about_ca_topic_score_gemma":0.0000014690447,"teacher_disagreement_score":0.15355425,"about_ca_system_score_codex":0.00011603522,"about_ca_system_score_gemma":0.00008207147,"threshold_uncertainty_score":0.6563523},"labels":[],"label_agreement":null},{"id":"W4406507707","doi":"10.1016/s0246-0351(01)00015-0","title":"10.1016/s0246-0351(01)00015-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.021224432744505622,"score_gpt":0.3145026262952335,"score_spread":0.2932781935507279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406507707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013818503,0.000034388588,0.0000061933197,0.0018205099,0.000011984368,0.00089949364,0.000012626795,0.00030318453,0.9967734],"genre_scores_gemma":[0.00012510874,0.000001132431,0.00025037205,0.0005315748,0.00029543872,0.00020104829,0.000039500734,0.000039717597,0.9985161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998283,0.00016845064,0.00034840862,0.0002971813,0.00028635203,0.0006165583],"domain_scores_gemma":[0.99910545,0.00011273654,0.00006078171,0.00043555876,0.0000514657,0.00023399305],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042587836,0.00017492098,0.00022434117,0.0001028171,0.00038125753,0.000019543644,0.00028855106,0.00010459126,0.9995873],"category_scores_gemma":[0.000029018116,0.00016103839,0.000058034457,0.00025740778,0.00002109684,0.00013467026,0.00013499672,0.00030272134,0.9991573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006076819,0.000055889966,0.0000015067808,0.000028006207,0.000031962325,0.0000054151055,0.00007121524,0.000010941616,0.000006671266,0.000011929275,0.8395729,0.16014276],"study_design_scores_gemma":[0.0005515719,0.000105183215,0.0002459432,0.00005477172,0.00003661986,3.2833998e-7,0.000021960604,0.000116694006,0.0000037470488,0.0000379843,0.99863404,0.00019112948],"about_ca_topic_score_codex":0.00007073369,"about_ca_topic_score_gemma":0.0000017922471,"teacher_disagreement_score":0.15995164,"about_ca_system_score_codex":0.000119742166,"about_ca_system_score_gemma":0.00008378454,"threshold_uncertainty_score":0.6566955},"labels":[],"label_agreement":null},{"id":"W4406512439","doi":"10.1016/j.yoto.2013.03.068","title":"10.1016/j.yoto.2013.03.068","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Laryngectomy; Medicine; Surgery; Larynx","score_opus":0.019714165379055727,"score_gpt":0.30743396885968327,"score_spread":0.28771980348062753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406512439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003825538,0.000027027827,0.0000039319257,0.0018796185,0.000011977121,0.001006761,0.000010317065,0.00027731736,0.9964005],"genre_scores_gemma":[0.00013849138,0.000001940202,0.00025691866,0.00051421195,0.0002731782,0.00023010685,0.000032623277,0.000036347054,0.9985162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842757,0.00015862066,0.00032739138,0.00027654378,0.00024598392,0.0005638838],"domain_scores_gemma":[0.9991541,0.00010062095,0.0000602961,0.00041914076,0.00005540439,0.00021043024],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003699516,0.00016509689,0.00021250923,0.000103392114,0.00035893376,0.000017328312,0.0002702194,0.00009915066,0.9994334],"category_scores_gemma":[0.000020745534,0.00015067983,0.000054208773,0.00023852954,0.000019446592,0.00012974114,0.00013264432,0.00026075362,0.999317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045396722,0.00004686408,0.0000019430104,0.000023743782,0.000027476095,0.000003781721,0.00005234447,0.000010043925,0.000005032463,0.000018521194,0.73850435,0.2612605],"study_design_scores_gemma":[0.0005077322,0.00013327063,0.0002507021,0.000047575377,0.00003306199,2.6948558e-7,0.000013305387,0.000114907714,0.0000033742883,0.000024421592,0.99869084,0.00018053285],"about_ca_topic_score_codex":0.00012406336,"about_ca_topic_score_gemma":0.0000026100674,"teacher_disagreement_score":0.26108,"about_ca_system_score_codex":0.000095596806,"about_ca_system_score_gemma":0.0000682981,"threshold_uncertainty_score":0.6144545},"labels":[],"label_agreement":null},{"id":"W4406527057","doi":"10.1016/s0000-0000(08)53489-9","title":"10.1016/s0000-0000(08)53489-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.018519166340535992,"score_gpt":0.30644819307161647,"score_spread":0.28792902673108045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406527057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003041258,0.000036347054,0.0000057371103,0.0020307724,0.0000118884645,0.000979171,0.00001441387,0.00034431278,0.9962732],"genre_scores_gemma":[0.00012794584,0.0000013033599,0.00027609395,0.0005771873,0.0003299429,0.00022491372,0.000040284845,0.0000450095,0.9983773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812216,0.00018720077,0.00039086584,0.00033284829,0.00029642807,0.000670474],"domain_scores_gemma":[0.9990109,0.00012412932,0.0000701703,0.00048845774,0.00006064885,0.00024569902],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043341555,0.00019860685,0.00025409966,0.000113750546,0.00043249378,0.000022076792,0.0003238706,0.00011745761,0.99965936],"category_scores_gemma":[0.000026194717,0.0001842168,0.0000669395,0.00027960414,0.000024137964,0.00015244057,0.00014672661,0.00031340725,0.99931014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006176873,0.00005562039,0.0000017355379,0.00002675524,0.000032611988,0.0000050206245,0.00006573127,0.0000140468555,0.000007240815,0.000024022747,0.7078385,0.291867],"study_design_scores_gemma":[0.0006224341,0.00011684005,0.0002692221,0.000057632733,0.00004168265,3.846502e-7,0.000019406883,0.00010513943,0.00000527344,0.000042536933,0.99850094,0.00021849146],"about_ca_topic_score_codex":0.00007030125,"about_ca_topic_score_gemma":0.0000014146784,"teacher_disagreement_score":0.29164848,"about_ca_system_score_codex":0.00012919134,"about_ca_system_score_gemma":0.00009069163,"threshold_uncertainty_score":0.75121427},"labels":[],"label_agreement":null},{"id":"W4406562800","doi":"10.1016/j.bjorlp.2020.10.007","title":"10.1016/j.bjorlp.2020.10.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01729166334110329,"score_gpt":0.31053319917027356,"score_spread":0.2932415358291703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406562800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025282684,0.000038787053,0.0000043327423,0.002081352,0.000011618033,0.00089138985,0.000013278137,0.00030145046,0.99640495],"genre_scores_gemma":[0.000090683396,0.0000011790916,0.00024369759,0.0005544506,0.00035701328,0.00019088067,0.000048495946,0.000039620852,0.998474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823254,0.00017356544,0.0003717289,0.00031753184,0.00028476113,0.0006198895],"domain_scores_gemma":[0.99904495,0.00012912299,0.00006869471,0.00044653183,0.00006782751,0.00024288932],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043388593,0.00018535198,0.00023605349,0.00008406583,0.00038528588,0.000019366707,0.00029901878,0.00010694186,0.99976534],"category_scores_gemma":[0.000036878137,0.00017189108,0.00006399055,0.00028726185,0.000021803216,0.0001343281,0.00015168426,0.00027706267,0.99921787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007528043,0.000054791606,0.0000014976371,0.000028269764,0.000033559627,0.00000730192,0.00004477556,0.000008367848,0.000006451711,0.000016208489,0.7679287,0.23179477],"study_design_scores_gemma":[0.0005928778,0.0001318392,0.00025231956,0.000051436095,0.000040116174,3.699326e-7,0.000016559026,0.0001093981,0.0000038645007,0.000027975542,0.99857223,0.00020101575],"about_ca_topic_score_codex":0.00005426017,"about_ca_topic_score_gemma":0.0000014773602,"teacher_disagreement_score":0.23159376,"about_ca_system_score_codex":0.00011629341,"about_ca_system_score_gemma":0.00008758999,"threshold_uncertainty_score":0.70095146},"labels":[],"label_agreement":null},{"id":"W4406572403","doi":"10.1016/s2211-0402(21)76842-5","title":"10.1016/s2211-0402(21)76842-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.019390075430257687,"score_gpt":0.3123635074141836,"score_spread":0.29297343198392595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406572403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034423952,0.00003301062,0.000006418841,0.0020316897,0.000012090151,0.00088825857,0.000012904728,0.00030033468,0.99637103],"genre_scores_gemma":[0.00015244784,0.0000010458049,0.0002602126,0.0005833391,0.0003070907,0.00019323593,0.000036739362,0.000038987022,0.9984269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983158,0.00017238526,0.00035148187,0.00029757168,0.0002666914,0.0005960752],"domain_scores_gemma":[0.9991019,0.00011557671,0.00006380518,0.00043773465,0.000056066925,0.00022496004],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004060016,0.00017628436,0.00022855742,0.00010108035,0.0003818163,0.000018692042,0.00028664223,0.000104443505,0.9994011],"category_scores_gemma":[0.000027639066,0.0001625962,0.00006010558,0.00024104913,0.000020851774,0.00013258804,0.00014097239,0.00028777483,0.9989996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005790306,0.000051629573,0.0000019740983,0.0000273203,0.00003141985,0.0000048015204,0.00007027845,0.000011566641,0.000007446352,0.000025874515,0.77402264,0.22568715],"study_design_scores_gemma":[0.0005388625,0.00010883241,0.00031098368,0.000050219667,0.00003670838,3.0259164e-7,0.00001878307,0.00010729478,0.000004247637,0.000032241944,0.9985985,0.00019299092],"about_ca_topic_score_codex":0.000062624356,"about_ca_topic_score_gemma":0.0000015315877,"teacher_disagreement_score":0.22549415,"about_ca_system_score_codex":0.00011274294,"about_ca_system_score_gemma":0.00007994459,"threshold_uncertainty_score":0.6630481},"labels":[],"label_agreement":null},{"id":"W4406579382","doi":"10.1016/s1541-9800(05)70833-4","title":"10.1016/s1541-9800(05)70833-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Surgery","score_opus":0.019738913837690743,"score_gpt":0.3111072102008541,"score_spread":0.29136829636316336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406579382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030083966,0.000029324301,0.0000060236266,0.0020701054,0.000014451282,0.0008889352,0.000012560522,0.00029954358,0.99637824],"genre_scores_gemma":[0.00014027322,9.652862e-7,0.0002705731,0.00067488576,0.00030169805,0.00019701214,0.000038252438,0.000039034618,0.9983373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983114,0.00016946663,0.00035082965,0.0002972131,0.00026672066,0.0006043799],"domain_scores_gemma":[0.999104,0.00011285954,0.00006376717,0.0004391868,0.000056760447,0.00022343143],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040258194,0.00017669138,0.00022760552,0.000102935956,0.00039050635,0.000018730385,0.0002866258,0.00010466831,0.99944663],"category_scores_gemma":[0.000027576269,0.00016277464,0.000060072907,0.0002459669,0.000020955378,0.00013438867,0.00014107324,0.00028218926,0.9990096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005236788,0.00005071225,0.0000013313099,0.0000260785,0.000029757486,0.00000597236,0.00006620538,0.000009798256,0.0000071201457,0.000024585346,0.76281244,0.23691367],"study_design_scores_gemma":[0.00056905166,0.00011843863,0.00026282005,0.000051598523,0.000037853337,4.088097e-7,0.00001980168,0.00010006927,0.0000042250476,0.000039047492,0.99860376,0.00019292544],"about_ca_topic_score_codex":0.00006423312,"about_ca_topic_score_gemma":0.0000015883485,"teacher_disagreement_score":0.23672074,"about_ca_system_score_codex":0.000114524475,"about_ca_system_score_gemma":0.000079527876,"threshold_uncertainty_score":0.6637757},"labels":[],"label_agreement":null},{"id":"W4406583335","doi":"10.1016/s1155-1968(20)30233-9","title":"10.1016/s1155-1968(20)30233-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mastication; Orthodontics; Medicine","score_opus":0.01918007014077151,"score_gpt":0.310609600800718,"score_spread":0.2914295306599465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406583335","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029825748,0.000030588744,0.0000055684495,0.0019834752,0.000012390322,0.00088984286,0.000015769785,0.00030463625,0.9964595],"genre_scores_gemma":[0.000111601774,7.984442e-7,0.0002469089,0.000596,0.00029458402,0.00019981095,0.000047949918,0.00003925024,0.9984631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983221,0.00016881194,0.00034898822,0.00029716291,0.00025990006,0.0006030212],"domain_scores_gemma":[0.999103,0.000115072726,0.000063242725,0.00043836999,0.000056224733,0.00022406394],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040286186,0.00017514074,0.00022627258,0.00010403757,0.00038901131,0.000018252687,0.0002862094,0.00010474862,0.9994614],"category_scores_gemma":[0.000025667106,0.00016218508,0.000058536247,0.00025084466,0.000021261418,0.00013029472,0.00013876153,0.0002811178,0.9990329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005788011,0.000051381056,0.0000018269252,0.000027861937,0.000031640127,0.0000051248353,0.000065786466,0.000014162431,0.00001119063,0.000021327258,0.78778106,0.21193074],"study_design_scores_gemma":[0.00054358266,0.00010828093,0.00020779704,0.000050711053,0.00003740034,3.1525417e-7,0.000017651228,0.00010347244,0.0000043226087,0.00003483804,0.998699,0.0001926303],"about_ca_topic_score_codex":0.00005093308,"about_ca_topic_score_gemma":0.000002095558,"teacher_disagreement_score":0.21173811,"about_ca_system_score_codex":0.000113977876,"about_ca_system_score_gemma":0.000085861844,"threshold_uncertainty_score":0.6613715},"labels":[],"label_agreement":null},{"id":"W4406629908","doi":"10.1002/jpen.2724","title":"Association between oral feeding versus enteral feeding and cerumen impaction in older hospitalized adults: A retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Dysphagia; Impaction; Enteral administration; Cohort; Retrospective cohort study; Swallowing; Parenteral nutrition; Throat; Pediatrics; Cohort study; Feeding tube; Failure to thrive; Dentistry; Internal medicine; Surgery","score_opus":0.020566313655481477,"score_gpt":0.38113210467806646,"score_spread":0.360565791022585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406629908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99450344,0.00009542842,0.000095538875,0.0016672831,0.001880836,0.0012344584,0.000015075925,0.00002090525,0.00048705508],"genre_scores_gemma":[0.9985616,0.00040496796,0.000090779555,0.00009662444,0.0003686938,0.00007340367,0.000028351355,0.000010400142,0.00036516855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792427,0.00029914305,0.0008293381,0.0002385071,0.0003570718,0.00035165023],"domain_scores_gemma":[0.9988954,0.000121604644,0.00060157344,0.00006480174,0.0002228685,0.00009375952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009381029,0.00018950965,0.00051695487,0.0004512764,0.00026100257,0.00008647458,0.000081699705,0.00010817851,0.000043132663],"category_scores_gemma":[0.000085254935,0.0001671789,0.000083456274,0.00022867523,0.000014903784,0.0008278243,0.00010992368,0.00054144656,0.0000014726634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013609205,0.00043082735,0.9910313,0.00017313361,0.00047913787,0.000008727717,0.0020600746,4.3228604e-7,0.000058461002,0.00004123413,0.0038300478,0.0005257319],"study_design_scores_gemma":[0.019169254,0.0009233126,0.9713845,0.0015704166,0.0002715698,0.0000010669153,0.005796367,0.00009029664,0.000004420399,0.0003093086,0.00035856487,0.00012092246],"about_ca_topic_score_codex":0.00036180852,"about_ca_topic_score_gemma":0.00020541866,"teacher_disagreement_score":0.019646771,"about_ca_system_score_codex":0.0012122324,"about_ca_system_score_gemma":0.000025196072,"threshold_uncertainty_score":0.68173575},"labels":[],"label_agreement":null},{"id":"W4406637134","doi":"10.1016/b978-0-7295-3774-2.50002-5","title":"10.1016/b978-0-7295-3774-2.50002-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Physical medicine and rehabilitation; Psychology; Dentistry","score_opus":0.025985058233937205,"score_gpt":0.29361305957036304,"score_spread":0.26762800133642584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406637134","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.6637556e-7,0.0001824646,0.0000030803537,0.00081422157,0.0000387392,0.002146197,0.00012811765,0.00045610892,0.9962307],"genre_scores_gemma":[6.9008337e-7,0.00000494908,0.00013308776,0.0005782523,0.00092856406,0.00022333892,0.00035436233,0.0002177083,0.9975591],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969212,0.000101748126,0.00082383427,0.0007115965,0.00059265876,0.00084898947],"domain_scores_gemma":[0.9979818,0.00020383373,0.00031782896,0.0009801795,0.00013220326,0.00038414297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043514237,0.00062494585,0.000758257,0.00039177015,0.0004882639,0.000033247514,0.0006030419,0.00065137126,0.9996336],"category_scores_gemma":[0.000020729516,0.0006135409,0.00022245318,0.000071152346,0.000054383505,0.000115044306,0.0004770957,0.0011290578,0.9992897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008585377,0.00002552633,6.353149e-8,0.00010814715,0.00017207397,0.00002429993,0.00003373497,0.000002778582,6.303927e-7,0.0014766024,0.720876,0.2771943],"study_design_scores_gemma":[0.0005382347,0.00017571595,0.000008042222,0.00047847684,0.00024163205,8.409447e-7,0.0000032492842,0.000012288581,3.5957126e-7,0.00088036404,0.9970287,0.0006321092],"about_ca_topic_score_codex":0.000046845842,"about_ca_topic_score_gemma":0.00000319257,"teacher_disagreement_score":0.27656218,"about_ca_system_score_codex":0.00034957094,"about_ca_system_score_gemma":0.000264887,"threshold_uncertainty_score":0.9996316},"labels":[],"label_agreement":null},{"id":"W4406638720","doi":"10.1016/b978-1-4160-2450-7.50397-2","title":"10.1016/b978-1-4160-2450-7.50397-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.02668849525013841,"score_gpt":0.29647448479660937,"score_spread":0.269785989546471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406638720","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.3403067e-7,0.00017570046,0.0000039607294,0.0010519418,0.000039049308,0.0021477144,0.0001112479,0.00045159904,0.9960185],"genre_scores_gemma":[5.003481e-7,0.0000047882395,0.00015127491,0.0005773223,0.0009199792,0.00022346515,0.00035152695,0.0002153726,0.9975558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996946,0.000104995255,0.0008185173,0.00070832204,0.00058017013,0.00084199174],"domain_scores_gemma":[0.9979796,0.00021341056,0.00033149583,0.0009628723,0.00013644005,0.0003761728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000460913,0.0006175182,0.0007508389,0.00038608708,0.00047723917,0.000032515993,0.00059586944,0.0006540946,0.999533],"category_scores_gemma":[0.000022916507,0.00060921174,0.00021953358,0.000072685514,0.000054689517,0.00011591541,0.00047974297,0.0011361314,0.99927765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081142935,0.000025630441,5.3312384e-8,0.00010997269,0.00017174282,0.000025082632,0.000033343294,0.0000026711823,6.971998e-7,0.0011607386,0.8049144,0.19347452],"study_design_scores_gemma":[0.00054280355,0.00017523173,0.000005586079,0.0004867795,0.00023973719,8.5088686e-7,0.000003938755,0.00001173008,4.21564e-7,0.0008803335,0.99702847,0.0006241166],"about_ca_topic_score_codex":0.000037991,"about_ca_topic_score_gemma":0.000003361414,"teacher_disagreement_score":0.19285041,"about_ca_system_score_codex":0.00034554233,"about_ca_system_score_gemma":0.00026717593,"threshold_uncertainty_score":0.99963593},"labels":[],"label_agreement":null},{"id":"W4406640195","doi":"10.1016/b978-1-4557-4696-5.00066-x","title":"10.1016/b978-1-4557-4696-5.00066-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.025744853629013197,"score_gpt":0.2949407408187278,"score_spread":0.2691958871897146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406640195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.8593914e-7,0.0001783115,0.0000043639,0.0009981982,0.000040374223,0.0021299482,0.00015582977,0.0004517519,0.99604106],"genre_scores_gemma":[4.125138e-7,0.000005276076,0.00016924094,0.00069084426,0.0009716926,0.00021149394,0.00045930088,0.00021566702,0.99727607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693316,0.00010150136,0.00082642847,0.00070703117,0.0005900115,0.0008418588],"domain_scores_gemma":[0.9979743,0.00020921601,0.00033097246,0.00097260304,0.000136214,0.00037669993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044416112,0.00061661704,0.0007479234,0.00039320733,0.00047584684,0.00003368612,0.00059774454,0.0006453635,0.9995629],"category_scores_gemma":[0.000021214833,0.0006102774,0.0002223298,0.000072873365,0.00005383196,0.00011575648,0.00046441887,0.0011246847,0.9992379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072455114,0.000023296316,4.3840345e-8,0.0000973063,0.000151928,0.00002434682,0.000030239922,0.0000022851957,4.651958e-7,0.0011857244,0.62960744,0.36880448],"study_design_scores_gemma":[0.0005327359,0.00016752853,0.0000055405953,0.0004878055,0.0002325363,8.630255e-7,0.000004286446,0.000011675377,3.7224552e-7,0.00082139624,0.99711037,0.0006248929],"about_ca_topic_score_codex":0.000059478283,"about_ca_topic_score_gemma":0.0000030732183,"teacher_disagreement_score":0.3681796,"about_ca_system_score_codex":0.00034429037,"about_ca_system_score_gemma":0.00027323267,"threshold_uncertainty_score":0.99963486},"labels":[],"label_agreement":null},{"id":"W4406648679","doi":"10.1016/b978-2-294-76306-9.50678-5","title":"10.1016/b978-2-294-76306-9.50678-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02622412347756431,"score_gpt":0.29525127565586434,"score_spread":0.26902715217830003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406648679","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8203488e-7,0.00016827694,0.0000040172013,0.0008971346,0.00004103634,0.0021833293,0.00012942748,0.0004512989,0.9961252],"genre_scores_gemma":[5.6818106e-7,0.0000048010406,0.0001538127,0.0005717438,0.0010610634,0.00022904122,0.00037841153,0.00021716957,0.9973834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969049,0.00010129068,0.00082703156,0.00071612623,0.0005964471,0.0008542109],"domain_scores_gemma":[0.99795866,0.00020554442,0.00033627445,0.0009796931,0.00013447185,0.00038537424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045535856,0.0006261604,0.0007656986,0.00039462946,0.00048899977,0.00003345423,0.0006087011,0.0006528763,0.99942714],"category_scores_gemma":[0.000021852165,0.0006152958,0.00022411243,0.00007313172,0.000055340515,0.00011737705,0.0004886357,0.0011328487,0.9992575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078699246,0.000031951662,5.32588e-8,0.000106148254,0.00016690536,0.000025402622,0.000033052806,0.000002348299,5.936593e-7,0.0013282587,0.73759854,0.260628],"study_design_scores_gemma":[0.00067480037,0.00016935625,0.0000050137546,0.00049124344,0.00024097864,8.7430436e-7,0.000004180157,0.000011537689,3.8238858e-7,0.0009190157,0.9968485,0.00063407584],"about_ca_topic_score_codex":0.000039458628,"about_ca_topic_score_gemma":0.000003204997,"teacher_disagreement_score":0.25999394,"about_ca_system_score_codex":0.00034898153,"about_ca_system_score_gemma":0.000277316,"threshold_uncertainty_score":0.99962986},"labels":[],"label_agreement":null},{"id":"W4406652961","doi":"10.1016/b978-0-7020-5402-0.00022-x","title":"10.1016/b978-0-7020-5402-0.00022-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Surgery","score_opus":0.0259470201155598,"score_gpt":0.2931857356916399,"score_spread":0.26723871557608014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406652961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.372973e-7,0.00019717304,0.0000039309357,0.0008729648,0.000039503884,0.0021660551,0.00012990886,0.0004568986,0.9961333],"genre_scores_gemma":[5.170392e-7,0.000004989305,0.00014043662,0.000605328,0.00094676495,0.00023038728,0.000373836,0.00021812221,0.9974796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969117,0.000103099315,0.0008238185,0.0007164807,0.00060062367,0.00084425503],"domain_scores_gemma":[0.99797857,0.0002039019,0.00033310158,0.0009674487,0.00013085306,0.00038611406],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044182708,0.0006211593,0.00075563823,0.00038161417,0.00049792713,0.00003298909,0.00060828985,0.0006357292,0.9996375],"category_scores_gemma":[0.000021229784,0.00061274157,0.00022271209,0.00007267932,0.00005519935,0.00011558396,0.00048763625,0.0011406565,0.99928546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008310589,0.000025981044,4.807071e-8,0.000087682536,0.00016873857,0.000025515927,0.000034014593,0.000002808258,6.95556e-7,0.0020532645,0.7336917,0.26382646],"study_design_scores_gemma":[0.00054640864,0.00017647192,0.0000048761176,0.00044434384,0.00023643703,8.6440264e-7,0.0000040972486,0.000011285618,3.7310417e-7,0.0008141637,0.99712944,0.00063125894],"about_ca_topic_score_codex":0.000038395792,"about_ca_topic_score_gemma":0.0000024714202,"teacher_disagreement_score":0.26343772,"about_ca_system_score_codex":0.0003447246,"about_ca_system_score_gemma":0.0002657156,"threshold_uncertainty_score":0.9996324},"labels":[],"label_agreement":null},{"id":"W4406708418","doi":"10.3390/nu17030385","title":"Perceptions and Utilization of Registered Dietitian Nutritionists in Multiple Sclerosis Care: A Pilot Survey of Multidisciplinary Providers","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Multiple Sclerosis Society","keywords":"Medicine; Referral; Family medicine; Overweight; Obesity; Internal medicine","score_opus":0.18649371512584606,"score_gpt":0.4179540106240788,"score_spread":0.23146029549823272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406708418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948706,0.00030469385,0.000594936,0.00026890714,0.00025364797,0.0016920618,0.00012410886,0.000025038898,0.0018659886],"genre_scores_gemma":[0.9978303,0.0004712087,0.00048219116,0.000042087846,0.000006466,0.00019026692,0.00022860274,0.000009994095,0.00073893456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848735,0.00035616168,0.0005487982,0.00024166206,0.00016292905,0.00020311146],"domain_scores_gemma":[0.9990145,0.00022338133,0.00021366615,0.0002476207,0.00026284452,0.000038012866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037831446,0.000103611965,0.00024308401,0.0002635629,0.00023666956,0.00000653409,0.00010632862,0.0000790449,0.00002399824],"category_scores_gemma":[0.00020507783,0.000107403335,0.000026174346,0.000508756,0.00010706397,0.00012608634,0.00018015232,0.00013025854,0.0000030330295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029799703,0.0005566202,0.9911671,0.00168096,0.000022457503,3.7438775e-7,0.0032287552,0.0000027104422,0.0007640176,0.00044735603,0.0009223196,0.00090932567],"study_design_scores_gemma":[0.003916702,0.00014755942,0.9875875,0.0012547085,0.000024519732,1.9025292e-8,0.0062320456,0.00026011153,0.00011348699,0.00018519205,0.00020448845,0.000073638024],"about_ca_topic_score_codex":0.004222045,"about_ca_topic_score_gemma":0.010081065,"teacher_disagreement_score":0.0058590197,"about_ca_system_score_codex":0.00013070328,"about_ca_system_score_gemma":0.00011225295,"threshold_uncertainty_score":0.63824975},"labels":[],"label_agreement":null},{"id":"W4406800458","doi":"10.1044/2024_ajslp-24-00253","title":"Validation of the Caregiver Analysis of Reported Experiences with Swallowing Disorders (CARES) Screening Tool for Neurodegenerative Disease","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Swallowing; Caregiver burden; Dysphagia; Medicine; Disease; Amyotrophic lateral sclerosis; Logistic regression; Reliability (semiconductor); Receiver operating characteristic; Toileting; Dementia; Clinical psychology; Physical therapy; Psychology; Activities of daily living; Internal medicine","score_opus":0.0184897320554897,"score_gpt":0.37214102726022796,"score_spread":0.35365129520473826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406800458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95149106,0.00014969848,0.04679927,0.00067506137,0.00026502798,0.0004120628,0.000013263044,0.0000064334563,0.00018813853],"genre_scores_gemma":[0.9951718,0.00002180377,0.0041847792,0.0002720159,0.000034901983,0.000046122004,0.00001089706,0.00000877272,0.00024891295],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99818486,0.0004676858,0.00071266486,0.00017932449,0.00025938958,0.00019607584],"domain_scores_gemma":[0.99739105,0.00030952893,0.0016303695,0.0002914247,0.0003347753,0.000042853047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062127213,0.000115971336,0.0005063176,0.00040536912,0.00016831337,0.0000056307767,0.00024621424,0.000028492643,0.000050867107],"category_scores_gemma":[0.00031845065,0.00007432242,0.00022139875,0.0010887531,0.0002719151,0.00011073281,0.00008692382,0.00017811426,9.138382e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011800894,0.00016776811,0.82703,0.00015274434,0.0030846363,0.00014627907,0.10702075,0.004099852,0.011519771,0.0004375877,0.0003382302,0.04482226],"study_design_scores_gemma":[0.0019505367,0.00085310556,0.33955038,0.0003957764,0.005936378,0.0000041097924,0.6428817,0.0010164885,0.006889955,0.000065791886,0.00021551398,0.00024025922],"about_ca_topic_score_codex":0.00011181817,"about_ca_topic_score_gemma":0.00008416213,"teacher_disagreement_score":0.53586096,"about_ca_system_score_codex":0.000036568952,"about_ca_system_score_gemma":0.00022121922,"threshold_uncertainty_score":0.30307803},"labels":[],"label_agreement":null},{"id":"W4406925691","doi":"10.1007/s40141-024-00473-3","title":"Behavioral Rehabilitation of Swallowing Disorders in Patients with Neurocognitive Disorders","year":2025,"lang":"en","type":"article","venue":"Current Physical Medicine and Rehabilitation Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coast Mountain College","funders":"National Institutes of Health","keywords":"Medicine; Physical medicine and rehabilitation; Swallowing; Neurocognitive; Rehabilitation; Physical therapy; Psychiatry; Cognition; Surgery","score_opus":0.013196624609536673,"score_gpt":0.39937476013079526,"score_spread":0.38617813552125857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406925691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109554,0.000054957276,0.00026315535,0.0034487045,0.0006656244,0.0021370107,0.0000018858283,0.000030322684,0.0023028008],"genre_scores_gemma":[0.9992871,0.000016731723,0.00017231394,0.00006411436,0.00003063898,0.0003064826,0.000050856157,0.00001032491,0.00006139804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816555,0.00025032955,0.00066943024,0.00037220938,0.000326378,0.00021609859],"domain_scores_gemma":[0.9976447,0.0015524649,0.000294863,0.0002023077,0.00024884782,0.00005682308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039280637,0.00015644696,0.00035228662,0.00030687518,0.00012685683,0.0000025883626,0.000042190997,0.00004255233,0.000014978212],"category_scores_gemma":[0.00091500033,0.00011338084,0.00005250212,0.00048513548,0.0003086822,0.0001963307,0.00005905943,0.00027422357,7.798752e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101562524,0.0010493418,0.9331899,0.0007478249,0.000016771972,2.9848428e-7,0.006380938,0.0000103725715,0.000010089927,0.001917003,0.0006957272,0.055880126],"study_design_scores_gemma":[0.0021018563,0.0015105044,0.97453904,0.0013746287,0.000093407965,1.16599805e-8,0.0069901217,0.000056449244,4.1925836e-7,0.0104166595,0.002813564,0.00010335886],"about_ca_topic_score_codex":0.0001245299,"about_ca_topic_score_gemma":0.00013599002,"teacher_disagreement_score":0.055776767,"about_ca_system_score_codex":0.00006372805,"about_ca_system_score_gemma":0.00007198783,"threshold_uncertainty_score":0.46235365},"labels":[],"label_agreement":null},{"id":"W4407011583","doi":"10.1002/9781394182176.ch12","title":"Dementia, Sleep Apnea, and Dysphagia","year":2025,"lang":"en","type":"other","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Dysphagia; Sleep apnea; Medicine; Sleep (system call); Apnea; Anesthesia; Internal medicine; Surgery; Computer science; Disease","score_opus":0.020213279856803563,"score_gpt":0.37801761072836165,"score_spread":0.3578043308715581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407011583","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014262763,0.0018760323,0.009075474,0.00087148574,0.001865518,0.0013176079,0.000022603615,0.0004913009,0.98447853],"genre_scores_gemma":[0.00017765896,0.00051085954,0.0027094604,0.0031330516,0.00026746077,0.00020294085,0.00006363131,0.00019600269,0.99273896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985176,0.00013302486,0.000320508,0.00040210117,0.000187537,0.0004392798],"domain_scores_gemma":[0.99920297,0.000086032145,0.00019193771,0.00039205412,0.000029217495,0.000097784636],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023783512,0.00026736507,0.00035188775,0.0002917897,0.00020856953,0.000014846073,0.00018873643,0.0003690863,0.07953992],"category_scores_gemma":[0.000017022987,0.00022802532,0.000042671883,0.000118259515,0.00003537089,0.000032826403,0.00045850783,0.00039032893,0.0017730438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032082826,0.000022583394,0.0026906175,0.00054255687,0.0005747622,0.00000414087,0.00003684051,3.225594e-8,7.3614945e-7,0.05827436,0.92837256,0.00947758],"study_design_scores_gemma":[0.00062269793,0.000015570304,0.0007701071,0.00018582036,0.00032078606,4.4503423e-8,0.0003242202,0.00004261436,6.058032e-7,0.00043818698,0.9970684,0.00021091389],"about_ca_topic_score_codex":0.00097405765,"about_ca_topic_score_gemma":0.0009505238,"teacher_disagreement_score":0.07776687,"about_ca_system_score_codex":0.000038178372,"about_ca_system_score_gemma":0.00010826867,"threshold_uncertainty_score":0.9990042},"labels":[],"label_agreement":null},{"id":"W4407148671","doi":"10.1002/hsr2.70337","title":"Effects of Expiratory Muscle Strength Training on Swallowing in Survivors of Critical Illness: A Protocol for a Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Health Science Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Medicine; Cochrane Library; Systematic review; Dysphagia; Randomized controlled trial; Physical therapy; MEDLINE; Meta-analysis; Physical medicine and rehabilitation; Mechanical ventilation; Intensive care medicine; Surgery; Anesthesia","score_opus":0.16101422737430157,"score_gpt":0.5501954562318684,"score_spread":0.3891812288575668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407148671","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.328908e-7,0.7032,0.00015784413,0.00011773227,0.000120089426,0.29612523,0.000009594437,0.000020802125,0.0002478706],"genre_scores_gemma":[0.00010422115,0.40916204,0.0005129165,0.00047298204,0.000009476818,0.5896091,0.0000051880515,0.00001876891,0.00010530808],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924441,0.0012139359,0.00399808,0.0008381439,0.00077450735,0.00073121185],"domain_scores_gemma":[0.99258757,0.003130595,0.0030676413,0.0007395754,0.0002538905,0.00022074523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.015445259,0.0003808828,0.0078418525,0.0012659997,0.00038942375,0.00001220883,0.00028990864,0.00018895298,0.00001701582],"category_scores_gemma":[0.0033709141,0.00025856422,0.0007424709,0.0029028151,0.00019425171,0.0001541275,0.00018921707,0.00047260374,3.1719728e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010708558,0.00011569207,0.0000066891025,0.99455047,0.0015722807,0.000013039582,0.00035699006,2.4609736e-7,5.907473e-8,0.00077964715,0.00003123215,0.002572566],"study_design_scores_gemma":[0.00021565612,0.00016576958,0.000042771662,0.8552753,0.13324076,0.0000018265821,0.0006423504,0.000013243492,6.210123e-7,0.000057806734,0.010043701,0.00030021404],"about_ca_topic_score_codex":0.00015680291,"about_ca_topic_score_gemma":0.000115425195,"teacher_disagreement_score":0.29403794,"about_ca_system_score_codex":0.00029267572,"about_ca_system_score_gemma":0.0050071487,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W4407633168","doi":"10.1016/j.ijnss.2025.02.002","title":"Predictors of recovery from dysphagia after stroke: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Nursing Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Dysphagia; Stroke (engine); Systematic review; Medicine; Physical medicine and rehabilitation; Psychology; MEDLINE; Internal medicine; Engineering; Political science; Surgery; Mechanical engineering","score_opus":0.1335809874616701,"score_gpt":0.5097016585939791,"score_spread":0.37612067113230896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407633168","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034951868,0.9937479,0.0005657324,0.00077219517,0.0018057624,0.00093165546,0.00025191627,0.0000062865643,0.0019150872],"genre_scores_gemma":[0.00008249459,0.9958216,0.00091952074,0.00037480012,0.00008094282,0.00008119223,0.0000130822555,0.000007622649,0.0026187785],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948977,0.0010240241,0.0024258082,0.0002757986,0.0011827872,0.00019386708],"domain_scores_gemma":[0.9937059,0.001529651,0.0039161467,0.00021301044,0.0005579762,0.000077305966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00275422,0.00026179096,0.0042971554,0.0011598303,0.00011146547,0.000059162274,0.0010164734,0.00011876685,0.0006338717],"category_scores_gemma":[0.00046518847,0.00015412309,0.0016281075,0.0006917724,0.00017508064,0.00033884065,0.00012643784,0.0004042442,0.000005635747],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016995997,0.00013745794,0.000104361294,0.31370395,0.67592317,0.00002495795,0.00031179877,0.00000476555,5.082788e-8,0.0004060228,0.0035380132,0.0058284495],"study_design_scores_gemma":[0.00007663672,0.00005878904,0.00003132206,0.172567,0.8188029,0.0000041420367,0.00014918433,0.000003257499,4.072902e-8,0.00022366122,0.007976302,0.00010677738],"about_ca_topic_score_codex":0.0000304348,"about_ca_topic_score_gemma":0.000012490445,"teacher_disagreement_score":0.14287972,"about_ca_system_score_codex":0.0002541014,"about_ca_system_score_gemma":0.00070445245,"threshold_uncertainty_score":0.69404507},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4408051339","doi":"10.1007/s00455-025-10814-6","title":"Validation of a Cross-Cultural Adaptation of the M.D. Anderson Dysphagia Inventory to Canadian French (MDADI-CF)","year":2025,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Dysphagia; Human genetics; Adaptation (eye); Cross-cultural; Physical therapy; Gynecology; Surgery; Anthropology; Psychology; Genetics; Sociology","score_opus":0.04904055319114979,"score_gpt":0.41020737382292216,"score_spread":0.36116682063177236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408051339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9290996,0.00020080377,0.0010063743,0.0027969547,0.0026945132,0.0019845127,0.000057864625,0.00005073072,0.062108655],"genre_scores_gemma":[0.9788873,0.000012035302,0.00038088398,0.0014569932,0.00005071094,0.00014858696,0.00005855697,0.000015954893,0.018988987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978511,0.00029473729,0.00071589206,0.00029476418,0.00036703786,0.00047650968],"domain_scores_gemma":[0.99825454,0.000116758885,0.00034921436,0.00048326788,0.0006271144,0.00016910449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679998,0.00018881647,0.00029362252,0.00030092447,0.0004952235,0.00002609833,0.0004334944,0.00017629343,0.00061264087],"category_scores_gemma":[0.00031768274,0.00014792934,0.00009849938,0.000859497,0.000121458295,0.00030393916,0.0001614273,0.00029956579,0.00006917299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009822022,0.0001715132,0.74255455,0.0011260053,0.0005572964,0.0000042721103,0.014670231,0.0019829455,0.002958855,0.064099565,0.16560978,0.0061667627],"study_design_scores_gemma":[0.0026300303,0.00014904638,0.8660204,0.0006949818,0.0003091651,4.0730595e-7,0.007410472,0.0022350934,0.0051151332,0.002119672,0.11292927,0.00038632896],"about_ca_topic_score_codex":0.089807846,"about_ca_topic_score_gemma":0.08170602,"teacher_disagreement_score":0.12346584,"about_ca_system_score_codex":0.00048557945,"about_ca_system_score_gemma":0.0010095468,"threshold_uncertainty_score":0.9350504},"labels":[],"label_agreement":null},{"id":"W4408221303","doi":"10.2196/60685","title":"Kangaroo Stimulation Game in Tracheostomized Intensive Care–Related Dysphagia: Interventional Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Stimulation; Medicine; Intensive care; Intensive care medicine; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.034719682553371156,"score_gpt":0.4457687682985469,"score_spread":0.41104908574517574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408221303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98053217,0.00042980933,0.00027882316,0.001029783,0.0016400674,0.0073977355,0.000013080525,0.00024223932,0.00843631],"genre_scores_gemma":[0.9809898,0.000009094951,0.000085865904,0.00062516454,0.000036675337,0.0012923981,0.00010830153,0.000024955541,0.016827736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964782,0.0009951219,0.0011007565,0.0005930982,0.00031496066,0.0005178722],"domain_scores_gemma":[0.9982052,0.00031383193,0.000299176,0.0004904485,0.0006117422,0.000079604695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008783654,0.00028288818,0.0005623971,0.00043907083,0.00022936681,0.000038967835,0.000268405,0.00022417895,0.0007029351],"category_scores_gemma":[0.00033342387,0.0002673223,0.0001353304,0.0006190191,0.00006227985,0.0003267502,0.0003208455,0.000795426,0.00014110819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001280591,0.0015522066,0.9456198,0.00054041477,0.0004862855,0.000054159904,0.02702232,0.00019019312,0.0001360324,0.0025365765,0.0070577054,0.013523694],"study_design_scores_gemma":[0.010444606,0.00034638934,0.9262149,0.0002853152,0.000116626856,2.7901447e-7,0.057970256,0.00060190243,0.000008457394,0.00143149,0.002370233,0.00020960008],"about_ca_topic_score_codex":0.00031134285,"about_ca_topic_score_gemma":0.0018943549,"teacher_disagreement_score":0.030947937,"about_ca_system_score_codex":0.0008432304,"about_ca_system_score_gemma":0.00024725642,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W4408245537","doi":"10.1044/2024_ajslp-24-00353","title":"Perspectives on Airway Protection: A Mixed Methods Investigation in People With Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Embarrassment; Swallowing; Psychosocial; Airway; Dysphagia; Psychology; Quality of life (healthcare); Qualitative research; Medicine; Clinical psychology; Psychiatry; Social psychology; Surgery; Psychotherapist","score_opus":0.01653744864805886,"score_gpt":0.39481377024381037,"score_spread":0.37827632159575153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408245537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96091306,0.00029621433,0.0268329,0.008108029,0.00045769458,0.0006919588,0.0000031241675,0.000033975397,0.0026630408],"genre_scores_gemma":[0.95531434,0.00009950921,0.042072073,0.0010634195,0.00016861326,0.00012610527,0.0000030740098,0.00001959989,0.0011332842],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996805,0.0018583086,0.0005114917,0.0002774423,0.00020955988,0.0003382072],"domain_scores_gemma":[0.9983715,0.00032489345,0.00069976854,0.00026419476,0.00020145599,0.0001382004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528695,0.00017763312,0.00047558403,0.00066919596,0.00016089447,0.000010234076,0.00019626113,0.00005532273,0.00012142146],"category_scores_gemma":[0.00042242502,0.0001358383,0.00006479917,0.0009973004,0.0002337861,0.00012746213,0.000071422655,0.00076248514,0.000013596101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036434857,0.0005952053,0.30361533,0.0002981654,0.00035331858,0.0023153038,0.07251805,0.00023268817,0.0049422523,0.0062846974,0.0019614669,0.60324],"study_design_scores_gemma":[0.0025963206,0.0024042504,0.7063629,0.0006137392,0.00017239423,0.000038531187,0.28095248,0.00012368058,0.0004985707,0.00069865584,0.005267109,0.00027136237],"about_ca_topic_score_codex":0.00018601745,"about_ca_topic_score_gemma":0.0002811901,"teacher_disagreement_score":0.6029687,"about_ca_system_score_codex":0.00031814806,"about_ca_system_score_gemma":0.0004985533,"threshold_uncertainty_score":0.55393255},"labels":[],"label_agreement":null},{"id":"W4408346472","doi":"10.47353/jsocmed.v2i7.68","title":"The Association Between ASPECTS Score and Dysphagia in Acute Ischemic Stroke Patients","year":2023,"lang":"en","type":"article","venue":"Journal of Society Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Ischemic stroke; Association (psychology); Stroke (engine); Internal medicine; Cardiology; Surgery; Ischemia; Psychology","score_opus":0.033636846920404626,"score_gpt":0.3856104479061048,"score_spread":0.3519736009857002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408346472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751317,0.00027304183,0.000033319884,0.01880031,0.0010412526,0.0003421733,0.000005696477,0.000020005622,0.004352498],"genre_scores_gemma":[0.98612356,0.0041247453,0.00007537749,0.00086292456,0.00073136156,0.000010066973,0.000015328735,0.000014592497,0.008042043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981783,0.000130589,0.00063691614,0.00009123765,0.0006263895,0.00033656904],"domain_scores_gemma":[0.9979261,0.00091647677,0.0007537673,0.00008961172,0.00021962143,0.000094381314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029577941,0.00009449802,0.00028269473,0.0000647532,0.00033352096,0.000007775242,0.00014647622,0.000111433386,0.000032398788],"category_scores_gemma":[0.00032199797,0.000056431778,0.00006426623,0.00033450156,0.000045000474,0.00014359033,0.00010398795,0.00073870027,0.000017444205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010406162,0.00000983501,0.6845731,0.00004245158,0.00031194134,0.0000034319344,0.00221264,4.1828758e-7,0.000104144754,0.000075370226,0.31104857,0.0016076704],"study_design_scores_gemma":[0.003177437,0.00016802919,0.9518502,0.00028688114,0.00019388783,2.0308727e-7,0.0053173504,0.000035494897,0.000009227211,0.0002827965,0.03862695,0.000051554696],"about_ca_topic_score_codex":0.000017512253,"about_ca_topic_score_gemma":0.000014642616,"teacher_disagreement_score":0.2724216,"about_ca_system_score_codex":0.0003888674,"about_ca_system_score_gemma":0.00010077824,"threshold_uncertainty_score":0.32093263},"labels":[],"label_agreement":null},{"id":"W4408528326","doi":"10.1002/lary.32125","title":"A National Survey on Retrograde Cricopharyngeus Dysfunction Practice Patterns Among Laryngologists","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Myotomy; Medicine; Surgery; Achalasia; Esophagus","score_opus":0.06086166867996828,"score_gpt":0.42978277141961163,"score_spread":0.36892110273964335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408528326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57960606,0.0002617416,0.0028853295,0.021470485,0.0048108255,0.0029379402,0.00012191917,0.00047949725,0.3874262],"genre_scores_gemma":[0.9486096,0.00018172892,0.00010948298,0.015870292,0.00024227033,0.000393452,0.0002394551,0.000026673124,0.03432707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99592966,0.0020567796,0.00047602245,0.00041334255,0.00058853213,0.0005356911],"domain_scores_gemma":[0.9963002,0.0025056293,0.00029653235,0.00048209965,0.0003466805,0.000068827016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035305123,0.00023171195,0.000259408,0.00018925012,0.0010135929,0.000051527513,0.0004452468,0.0001675306,0.0005993549],"category_scores_gemma":[0.0014412415,0.00016305312,0.00007228987,0.00064368267,0.00008378128,0.00033612098,0.0003325509,0.00089176995,0.0007203341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005368693,0.00040726844,0.5230236,0.00014020436,0.00038888722,0.000017284376,0.00040641107,0.00004198339,0.000033870176,0.026775539,0.4470487,0.0011793829],"study_design_scores_gemma":[0.0009978951,0.00012794671,0.91316545,0.00015599253,0.0000856318,3.2590452e-7,0.00043185588,0.00021589792,0.000015168531,0.0007073463,0.08395266,0.00014383947],"about_ca_topic_score_codex":0.0028857484,"about_ca_topic_score_gemma":0.0017823224,"teacher_disagreement_score":0.39014184,"about_ca_system_score_codex":0.00033760155,"about_ca_system_score_gemma":0.00027465375,"threshold_uncertainty_score":0.92586786},"labels":[],"label_agreement":null},{"id":"W4408588519","doi":"10.3148/cjdpr-2025-001","title":"Exploring Dysphagia Assessment and Management in Canadian Primary Care: A Clinical Practice Survey","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nestlé (Canada); Science North; University of British Columbia","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Primary care; Population; Family medicine; Physical therapy; MEDLINE; Malnutrition; Nursing; Surgery; Internal medicine; Environmental health","score_opus":0.372035403510695,"score_gpt":0.5820795419535898,"score_spread":0.21004413844289482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408588519","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2543524,0.01831526,0.00017066381,0.09726349,0.004340086,0.003757368,0.000037872076,0.000016631739,0.62174624],"genre_scores_gemma":[0.95516425,0.03279432,0.0057270415,0.004028551,0.00017009572,0.00012375313,0.00001457773,0.000029590012,0.0019477888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919394,0.0047141234,0.0010783334,0.00037167032,0.00064426457,0.0012521698],"domain_scores_gemma":[0.9902594,0.006170117,0.00030441262,0.00033998306,0.0013873067,0.0015387468],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026721418,0.00017742517,0.0004266109,0.0017795506,0.0010449743,0.0001717887,0.0003614341,0.00016181417,0.000047093796],"category_scores_gemma":[0.0047327657,0.00016494992,0.000043444965,0.00095023494,0.00023169372,0.001208415,0.00021789789,0.002643838,0.000015519052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048175175,0.000224173,0.7783014,0.0019591723,0.0013029141,0.0045603174,0.005174951,0.000006613943,0.000002888454,0.026122756,0.04185753,0.14000548],"study_design_scores_gemma":[0.0011423684,0.00019009256,0.57030547,0.0005343962,0.00012663475,0.0000089995,0.026475824,0.000014687631,2.3670788e-7,0.00010981425,0.4009907,0.00010080229],"about_ca_topic_score_codex":0.5299325,"about_ca_topic_score_gemma":0.8203777,"teacher_disagreement_score":0.70081186,"about_ca_system_score_codex":0.0021990307,"about_ca_system_score_gemma":0.0141851725,"threshold_uncertainty_score":0.9996571},"labels":[],"label_agreement":null},{"id":"W4408714915","doi":"10.30934/kusbed.1502287","title":"Bibliometric Analysis of the 100 Most Cited Articles on Dysphagia Rehabilitation","year":2025,"lang":"en","type":"article","venue":"Kocaeli Üniversitesi Sağlık Bilimleri Dergisi","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Dysphagia; Physical medicine and rehabilitation; Medicine; Psychology; Physical therapy; Surgery","score_opus":0.026160325702628027,"score_gpt":0.3693170500566185,"score_spread":0.34315672435399047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408714915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430299,0.00021828113,0.0010788406,0.004973439,0.00075037626,0.0012935443,0.000043053056,0.00014135374,0.048471242],"genre_scores_gemma":[0.984089,0.00009790649,0.000689292,0.0018214054,0.000031450767,0.000044249795,0.000040880845,0.000017434719,0.013168345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968709,0.00065996515,0.00073436805,0.0005498798,0.00066014606,0.00052477495],"domain_scores_gemma":[0.9953733,0.0025358186,0.00043664736,0.0010562702,0.00049679365,0.00010117155],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00096636376,0.00025443756,0.00050864235,0.056659415,0.0008308721,0.000027154634,0.00059524336,0.00019129527,0.00129608],"category_scores_gemma":[0.00092844886,0.00019847987,0.00033115514,0.25162792,0.00017125964,0.00026410486,0.00043572075,0.00037743463,0.00012523906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002753541,0.00054219126,0.8651732,0.00026037436,0.0028666141,0.000003925922,0.0014432642,0.0021327275,0.0019968096,0.026493095,0.08604084,0.0127715925],"study_design_scores_gemma":[0.0011843498,0.00015465466,0.95599675,0.00014387458,0.0018266628,3.95114e-8,0.004182635,0.0044515217,0.0002754595,0.0006457022,0.030950727,0.00018762548],"about_ca_topic_score_codex":0.00036764587,"about_ca_topic_score_gemma":0.00028354884,"teacher_disagreement_score":0.19496852,"about_ca_system_score_codex":0.0004157936,"about_ca_system_score_gemma":0.0002274002,"threshold_uncertainty_score":0.99961686},"labels":[],"label_agreement":null},{"id":"W4408745467","doi":"10.1136/bmjopen-2024-093328","title":"Impact of stroke severity on aspiration pneumonia risks in the medical ward versus the stroke unit: a 10-year retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Stroke (engine); Aspiration pneumonia; Pneumonia; Modified Rankin Scale; Etiology; Retrospective cohort study; Incidence (geometry); Cohort; Internal medicine; Surgery; Ischemic stroke; Ischemia","score_opus":0.1673014413971397,"score_gpt":0.5571032135931887,"score_spread":0.389801772196049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408745467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8334355,0.000002652411,0.000021177704,0.0022569094,0.00042600857,0.017025616,0.000042471544,0.000016442104,0.14677322],"genre_scores_gemma":[0.9922882,0.0000067560322,0.0000147175015,0.0003991894,0.00006652284,0.0023175953,0.000017269731,0.000009516555,0.0048802486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960802,0.0019164549,0.00051809766,0.00028354197,0.00089975266,0.000301934],"domain_scores_gemma":[0.9981051,0.0007047642,0.00025686173,0.00075528456,0.0001298196,0.000048131715],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068676397,0.00015240606,0.00035331998,0.000100994075,0.00040779155,0.00004891561,0.0010204546,0.000112130285,0.001012499],"category_scores_gemma":[0.00076537224,0.00008333529,0.00007786718,0.00038979575,0.00005359084,0.00013744335,0.00075688853,0.0007256068,0.000078234945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012392731,0.00049190305,0.9843572,0.000021512147,0.0003514796,0.0000096409985,0.0016266993,0.00001748177,0.0000029072462,0.0032753418,0.0079096835,0.00069688517],"study_design_scores_gemma":[0.0035818096,0.001154417,0.9826479,0.00009701358,0.00009667774,7.148551e-8,0.011146004,0.00021779638,0.0000011944442,0.00014791552,0.000830365,0.00007883985],"about_ca_topic_score_codex":0.008198333,"about_ca_topic_score_gemma":0.00796785,"teacher_disagreement_score":0.15885268,"about_ca_system_score_codex":0.00039148988,"about_ca_system_score_gemma":0.00078141096,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W4408900301","doi":"10.1055/s-0045-1806238","title":"Per-Oral Endoscopic Septotomy versus Flexible Endoscopy Septotomy for Short-Septum Zenker’s Diverticulum","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Zenker's diverticulum; Endoscopy; Diverticulum (mollusc); Surgery; Dysphagia","score_opus":0.061110428189928546,"score_gpt":0.44065598803686173,"score_spread":0.37954555984693317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408900301","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3740808,0.0016154104,0.0749007,0.0060216957,0.039585102,0.01952203,0.00038465273,0.002844269,0.48104534],"genre_scores_gemma":[0.83860976,0.00016422739,0.02976249,0.0033645432,0.0006543553,0.006735995,0.00047845778,0.00016115925,0.12006901],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949926,0.0004321723,0.0010776473,0.0010562676,0.0005799585,0.0018613302],"domain_scores_gemma":[0.997005,0.0011188918,0.00023494096,0.0010274168,0.00028407882,0.00032969157],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008138881,0.0006643258,0.00086945243,0.0004844357,0.0013931141,0.000096931195,0.0008328558,0.00036992395,0.0037402355],"category_scores_gemma":[0.00022995,0.00063949096,0.00037609015,0.0006272126,0.00015088239,0.00048651252,0.00070942385,0.0008506284,0.001464974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017036218,0.00083114934,0.27822095,0.001984238,0.0018197526,0.000026284171,0.0018213945,0.00004735141,0.0076771695,0.08549324,0.6161523,0.004222534],"study_design_scores_gemma":[0.016455097,0.00061485375,0.020007377,0.00051225,0.0007102303,1.0728423e-7,0.0032983562,0.0006669949,0.009845611,0.001571258,0.94557774,0.00074012537],"about_ca_topic_score_codex":0.00025794364,"about_ca_topic_score_gemma":0.00018174964,"teacher_disagreement_score":0.46452895,"about_ca_system_score_codex":0.00067089114,"about_ca_system_score_gemma":0.00070820865,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W4408934567","doi":"10.17659/01.2025.0004","title":"Rapid Clinical Recovery After Discontinuing Aspartame-Containing Chewing Gum","year":2025,"lang":"en","type":"article","venue":"Journal of Case Reports","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Aspartame; Medicine; Chewing gum; Dentistry; Food science","score_opus":0.05553772999722168,"score_gpt":0.454184786548665,"score_spread":0.39864705655144334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408934567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502517,0.0011802261,0.0030256775,0.0014573145,0.008321642,0.00040294198,8.040483e-7,0.000029783916,0.035329927],"genre_scores_gemma":[0.98726946,0.0002421843,0.0016776337,0.0014328974,0.000847475,0.000024414594,0.0000013434026,0.000018104734,0.008486457],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593884,0.00046894065,0.0026573825,0.00022464279,0.0003065388,0.00040366634],"domain_scores_gemma":[0.9965642,0.0006601488,0.0019927756,0.00033993786,0.0002853027,0.00015764004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006487218,0.00015797609,0.0005872281,0.00025817088,0.000299603,0.000042546788,0.00006767864,0.00015709408,0.0004352513],"category_scores_gemma":[0.0009150485,0.00012616982,0.0003403683,0.00017865216,0.000035571233,0.00045077963,0.00018399626,0.0009744085,0.000009965193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007650647,0.00020602603,0.51676184,0.00031658425,0.0010780643,0.32542968,0.0010912998,0.0000139110925,0.000049065755,0.00036928675,0.057408087,0.09651106],"study_design_scores_gemma":[0.0036025427,0.000911262,0.20386685,0.0055879434,0.0016643421,0.015269118,0.013120111,0.00010618669,0.000061668616,0.004696799,0.7505294,0.00058374804],"about_ca_topic_score_codex":0.00002398138,"about_ca_topic_score_gemma":0.0000587234,"teacher_disagreement_score":0.6931213,"about_ca_system_score_codex":0.00017915928,"about_ca_system_score_gemma":0.0005373544,"threshold_uncertainty_score":0.51450557},"labels":[],"label_agreement":null},{"id":"W4409002358","doi":"10.2196/68967","title":"A New, Portable Orofacial Manometer for Measuring Tongue Strength and Endurance in Children: Laboratory-Based Validity Study","year":2025,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; World Wide Web","score_opus":0.032519108628707084,"score_gpt":0.3812866089522471,"score_spread":0.34876750032354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409002358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898843,0.00009667687,0.002261165,0.002551844,0.00011491205,0.004273694,0.00004151101,0.0003328354,0.00044302258],"genre_scores_gemma":[0.99033195,0.000008915232,0.006894556,0.00007323221,0.000010473245,0.0022713721,0.000010649281,0.000008257112,0.00039061756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987599,0.00014539693,0.00034585965,0.00039043196,0.00011248614,0.00024589003],"domain_scores_gemma":[0.9989066,0.0006350242,0.0001248641,0.00020253724,0.00010630149,0.000024651388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642426,0.00015339711,0.00025958658,0.00035733433,0.00030188935,0.000024901075,0.00010005112,0.00012721242,0.000013492829],"category_scores_gemma":[0.0007022938,0.00013607595,0.000026130607,0.0004192421,0.00008830884,0.00014918935,0.00011678873,0.0002292279,0.0000011999464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008072569,0.00020691485,0.97671217,0.00017416028,0.0000340205,4.0626338e-7,0.00036400172,0.000001933571,0.00008050004,0.004147361,0.0013698363,0.016827984],"study_design_scores_gemma":[0.0023833134,0.00028759195,0.97543186,0.00012414766,0.000025451478,1.43407295e-8,0.017652685,0.00004504189,0.00007193726,0.0015367811,0.002313711,0.0001274536],"about_ca_topic_score_codex":0.00006628526,"about_ca_topic_score_gemma":0.00026448155,"teacher_disagreement_score":0.017288683,"about_ca_system_score_codex":0.000119953605,"about_ca_system_score_gemma":0.00013329257,"threshold_uncertainty_score":0.5549016},"labels":[],"label_agreement":null},{"id":"W4409312320","doi":"10.1007/s11357-025-01649-y","title":"Cognitive decline limits compensatory resource allocation within the aged swallowing network","year":2025,"lang":"en","type":"article","venue":"GeroScience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Westfälische Wilhelms-Universität Münster; Else Kröner-Fresenius-Stiftung","keywords":"Swallowing; Cognition; Cognitive decline; Psychology; Dysphagia; Effects of sleep deprivation on cognitive performance; Physical medicine and rehabilitation; Audiology; Medicine; Neuroscience; Dementia; Internal medicine; Disease; Surgery","score_opus":0.056948357815158224,"score_gpt":0.40465839723284563,"score_spread":0.3477100394176874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409312320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7916961,0.00030066477,0.05414733,0.013537789,0.004441266,0.0025895713,0.000003804502,0.00031419928,0.1329693],"genre_scores_gemma":[0.96024185,0.0000103350785,0.00051191373,0.019375842,0.0001403564,0.00013205728,0.000007999679,0.000007661286,0.019571992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981156,0.00047924896,0.00034591346,0.0003141265,0.00031832248,0.0004267879],"domain_scores_gemma":[0.99803346,0.0013659216,0.00017865347,0.0002822628,0.00008442141,0.00005526949],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025938333,0.00011367222,0.00013584427,0.000056136763,0.0019704408,0.000040506613,0.0004345323,0.00006175751,0.00004456546],"category_scores_gemma":[0.0005656412,0.00008128339,0.00003454871,0.0006851918,0.00017159591,0.0001394283,0.00037245027,0.0003989654,0.00009913535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002102819,0.00025940142,0.5976074,0.0002912548,0.00015342391,0.000014237675,0.012125389,0.0031010131,0.0051401113,0.20920214,0.15916063,0.012734721],"study_design_scores_gemma":[0.0011529083,0.00006262397,0.90129316,0.0007759381,0.00009292146,1.8642528e-7,0.009105066,0.0053609223,0.00016772193,0.002517768,0.07923132,0.00023944613],"about_ca_topic_score_codex":0.00005185658,"about_ca_topic_score_gemma":0.00032344446,"teacher_disagreement_score":0.30368578,"about_ca_system_score_codex":0.000086791864,"about_ca_system_score_gemma":0.00024828708,"threshold_uncertainty_score":0.99932885},"labels":[],"label_agreement":null},{"id":"W4409331574","doi":"10.3390/curroncol32040220","title":"The Role of Dysphagia on Head and Neck Cancer Patients’ Quality of Life, Functional Disabilities and Psychological Distress: Outcomes of Cancer Rehabilitation from an Observational Single-Center Study","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Quality of life (healthcare); Physical therapy; Nausea; Depression (economics); Hospital Anxiety and Depression Scale; Population; Distress; Swallowing; Vomiting; Anxiety; Rehabilitation; Psychiatry; Internal medicine; Clinical psychology; Surgery; Nursing","score_opus":0.3032379192633244,"score_gpt":0.5555772969215366,"score_spread":0.2523393776582122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409331574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946248,0.0006463144,0.000013372793,0.001482319,0.0014113728,0.0010840686,0.0003667996,0.000009915316,0.00036101814],"genre_scores_gemma":[0.99900043,0.00010819582,0.00004990189,0.00013144004,0.00003935944,0.0004932492,0.000094321345,0.000004675299,0.000078404206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977529,0.000769845,0.0008108847,0.00027423547,0.00023704351,0.0001550731],"domain_scores_gemma":[0.9960708,0.0029649306,0.00043823387,0.0001974673,0.00028205992,0.00004653538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042265817,0.00011928258,0.00039917213,0.000047022535,0.00017574824,0.0000041417725,0.00010272861,0.000078005665,0.00013497044],"category_scores_gemma":[0.0005615838,0.0000796575,0.000040008064,0.000093805465,0.00030698295,0.000082590144,0.00013233526,0.00017977435,3.826728e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007460041,0.005697199,0.96221495,0.00013949763,0.00015189596,1.0408846e-8,0.001893861,0.000006494829,0.000021678346,0.0075723953,0.0007250043,0.020831026],"study_design_scores_gemma":[0.0029966545,0.0012197454,0.9808788,0.00008972494,0.000059715316,1.5968683e-9,0.008478923,0.000035992278,0.0000018143332,0.0028033163,0.0033772176,0.000058102127],"about_ca_topic_score_codex":0.00080582465,"about_ca_topic_score_gemma":0.004301752,"teacher_disagreement_score":0.020772925,"about_ca_system_score_codex":0.00015345177,"about_ca_system_score_gemma":0.000095688694,"threshold_uncertainty_score":0.32483384},"labels":[],"label_agreement":null},{"id":"W4409428190","doi":"10.1002/lary.32163","title":"Operating Room or In‐Office Injection for Retrograde Cricopharyngeal Dysfunction Botulinum Toxin Injection","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Botulinum toxin; Bloating; Anesthesia; Retrospective cohort study; Cohort; Surgery; Internal medicine; Nausea","score_opus":0.040653666372882216,"score_gpt":0.396014254362297,"score_spread":0.3553605879894148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409428190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8516018,0.00048760255,0.049492035,0.011414177,0.011964518,0.00967672,0.000023978082,0.0007220756,0.06461713],"genre_scores_gemma":[0.9239137,0.000085141626,0.0014262842,0.005451223,0.0007445534,0.0019474288,0.00009328155,0.000046897487,0.06629148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774903,0.00049405603,0.0006105333,0.00039122705,0.00020018227,0.0005549435],"domain_scores_gemma":[0.99879134,0.0005222115,0.00018365389,0.00034020763,0.00011589494,0.000046716854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015369862,0.00021172801,0.0002879801,0.00025339914,0.0012104056,0.000055890927,0.000237749,0.00018691532,0.00027699568],"category_scores_gemma":[0.00027824976,0.00014805727,0.00007067705,0.0009569758,0.0000259415,0.0003571534,0.00019216766,0.0006297542,0.000094717354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061362004,0.0012272258,0.13414761,0.0037493547,0.0008789872,0.000018466984,0.010555542,0.0037568638,0.011318061,0.04068923,0.70413065,0.08339183],"study_design_scores_gemma":[0.02057426,0.0049939565,0.31404597,0.002471533,0.0007538652,0.0000074251275,0.034367368,0.043113843,0.0019398403,0.0053161588,0.5709497,0.0014661512],"about_ca_topic_score_codex":0.00093762914,"about_ca_topic_score_gemma":0.0022649132,"teacher_disagreement_score":0.17989834,"about_ca_system_score_codex":0.0004571019,"about_ca_system_score_gemma":0.00027147247,"threshold_uncertainty_score":0.93095833},"labels":[],"label_agreement":null},{"id":"W4409557272","doi":"10.3390/curroncol32040233","title":"Fiberoptic Endoscopic Evaluation of Swallowing (FEES) in Head and Neck Cancer Patients with Late Radiation-Associated Dysphagia: Swallowing Safety, Efficacy, and Dysphagia Phenotype","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Swallowing; Medicine; Head and neck cancer; Cohort; Population; Radiation therapy; Retrospective cohort study; Oropharyngeal dysphagia; Internal medicine; Surgery","score_opus":0.05822325266309329,"score_gpt":0.45166371508940956,"score_spread":0.39344046242631625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409557272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900102,0.0031453671,0.00006042587,0.00059880037,0.0018057179,0.002325743,0.000013385571,0.000039980572,0.0020003691],"genre_scores_gemma":[0.99824804,0.00078520237,0.0001251599,0.00015392607,0.000034717767,0.0003043426,0.00010784057,0.000019490286,0.0002212762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997192,0.00078366225,0.00073558604,0.0004252054,0.00038044827,0.00048308386],"domain_scores_gemma":[0.9984347,0.00060578785,0.00037760832,0.00017930302,0.0003156032,0.00008695271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012392723,0.00022768925,0.0005453332,0.00029394255,0.0002820672,0.0000114628365,0.00012297872,0.00018862166,0.00014573034],"category_scores_gemma":[0.00031635934,0.00020652697,0.000025968186,0.0004666235,0.00007440503,0.00019101682,0.00020004752,0.00047235904,0.0000059996496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019868815,0.00048586566,0.92244995,0.00030984782,0.00024630132,9.213526e-7,0.0015555732,0.00020373076,0.000026586844,0.00043346616,0.00040696192,0.073682114],"study_design_scores_gemma":[0.016998338,0.00031468816,0.97472394,0.0009996649,0.0005229983,1.855982e-8,0.00021159906,0.0032794313,0.0000062893473,0.00022446654,0.002569447,0.00014912529],"about_ca_topic_score_codex":0.00032721012,"about_ca_topic_score_gemma":0.0017246198,"teacher_disagreement_score":0.07353299,"about_ca_system_score_codex":0.0010595772,"about_ca_system_score_gemma":0.0007295878,"threshold_uncertainty_score":0.84219253},"labels":[],"label_agreement":null},{"id":"W4409623493","doi":"10.1111/1460-6984.70042","title":"Translation and Validation of the TOR‐BSST Into Turkish for Stroke Patients","year":2025,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dysphagia; Swallowing; Turkish; Stroke (engine); Medicine; Context (archaeology); Gold standard (test); Physical therapy; Surgery; Internal medicine","score_opus":0.02035121606698112,"score_gpt":0.4127674475127227,"score_spread":0.39241623144574156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409623493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585847,0.0013228724,0.011768399,0.014591444,0.0013799963,0.0009628625,0.00003290435,0.000013113666,0.011343664],"genre_scores_gemma":[0.99665505,0.0003459127,0.0020251307,0.00036624627,0.000027464655,0.00002482204,0.000042475946,0.0000057640445,0.0005071228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989254,0.00020367886,0.0004982642,0.000058559555,0.00024432156,0.00006981042],"domain_scores_gemma":[0.9983734,0.00038458168,0.0005645449,0.00019123165,0.00046979563,0.00001646464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048218502,0.00006124132,0.000107463704,0.00014196322,0.00015677509,0.000014879491,0.0004891362,0.0000454065,0.00003841833],"category_scores_gemma":[0.0001996987,0.00004709674,0.00007497387,0.00008352493,0.000045055604,0.00020865437,0.00011555915,0.00016182945,5.8988365e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058489136,0.00066540483,0.52382386,0.00029491258,0.0009894131,1.9750249e-7,0.036740307,0.00026293643,0.0020036662,0.025668392,0.009710709,0.39925528],"study_design_scores_gemma":[0.01746867,0.00029137806,0.71304685,0.0016928545,0.0005371343,6.217806e-7,0.057715323,0.0021075024,0.0022362142,0.021874141,0.18264708,0.0003822514],"about_ca_topic_score_codex":0.000108270644,"about_ca_topic_score_gemma":0.00026267034,"teacher_disagreement_score":0.39887303,"about_ca_system_score_codex":0.00008324167,"about_ca_system_score_gemma":0.00007689897,"threshold_uncertainty_score":0.19205493},"labels":[],"label_agreement":null},{"id":"W4410085018","doi":"10.1044/2025_ajslp-24-00529","title":"Dysphagia Symptoms Contribute to Greater Care Partner Burden in Neurodegenerative Disease","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Alzheimer's Society; University of Oregon","keywords":"Dysphagia; Medicine; Caregiver burden; Dementia; Psychosocial; Disease burden; Disease; Swallowing; Burden of disease; Physical therapy; Psychiatry; Internal medicine; Surgery","score_opus":0.011529091429682597,"score_gpt":0.37734486111521337,"score_spread":0.36581576968553076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410085018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845422,0.00063918554,0.002275531,0.007005167,0.0011142648,0.00073136424,0.000039931598,0.000030768344,0.0036216164],"genre_scores_gemma":[0.9876858,0.000056037094,0.0014859838,0.006584944,0.00035608595,0.000072882416,0.000015954838,0.00002528745,0.0037170285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970317,0.0009067453,0.0008379728,0.00033193934,0.00025058835,0.0006410376],"domain_scores_gemma":[0.9983198,0.00020856278,0.00049725064,0.00036486602,0.00031904675,0.00029045716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059450424,0.0002428729,0.00068606396,0.00060254836,0.00015421501,0.0000161795,0.0003834367,0.000067753324,0.00029085972],"category_scores_gemma":[0.00025005458,0.00019822169,0.00011542485,0.0006127779,0.00015212712,0.000114751456,0.00025271834,0.0006478726,0.00009393084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020205872,0.00018837348,0.6636746,0.00023734385,0.00047257284,0.018225398,0.05981061,0.0005866205,0.005038515,0.0031221798,0.011661246,0.23496199],"study_design_scores_gemma":[0.00863486,0.0025184106,0.8080765,0.0010133951,0.0007234586,0.00006605151,0.13758565,0.00012861809,0.0011359786,0.00041945916,0.03879876,0.00089884375],"about_ca_topic_score_codex":0.00015353586,"about_ca_topic_score_gemma":0.0001697703,"teacher_disagreement_score":0.23406315,"about_ca_system_score_codex":0.00028099163,"about_ca_system_score_gemma":0.00035807473,"threshold_uncertainty_score":0.8083246},"labels":[],"label_agreement":null},{"id":"W4410273689","doi":"10.1164/ajrccm.2025.211.abstracts.a5165","title":"Respiratory Muscle Structure and Function and Association With Patient Reported Outcome Measures and Physical Function Post-transplant","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Outcome (game theory); Association (psychology); Respiratory system; Patient-reported outcome; Intensive care medicine; Lung function; Physical therapy; Internal medicine; Quality of life (healthcare); Lung","score_opus":0.0257608793644098,"score_gpt":0.35798318845204935,"score_spread":0.33222230908763956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935447,0.0023488814,0.00080965384,0.0023968674,0.0003518871,0.00022878207,0.000009136129,0.0000166869,0.0002933797],"genre_scores_gemma":[0.9931141,0.00005247319,0.000041878226,0.006544392,0.00020810991,0.000007930084,0.000002789717,0.000009943429,0.000018399263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981933,0.00041925858,0.0005272015,0.0002257521,0.00041773115,0.00021670654],"domain_scores_gemma":[0.9982521,0.0005173946,0.00035048442,0.00010260292,0.00057929754,0.00019810027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006276136,0.0001617702,0.0004453625,0.00017794859,0.00034040943,0.000015828577,0.000031448475,0.000075100215,0.000014343504],"category_scores_gemma":[0.00043639194,0.00010681021,0.00002260011,0.00017114454,0.00036521244,0.00016839418,0.000033803648,0.0005521664,1.2373413e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096846407,0.000033621294,0.88691926,0.00040857925,0.00018899323,0.000042541455,0.0026956515,6.895599e-7,0.0025848306,0.001920655,0.0004173083,0.10381942],"study_design_scores_gemma":[0.0020353745,0.0072853127,0.9419593,0.00045401463,0.0010449699,0.000007569501,0.029301789,0.0000042862794,0.000025862644,0.00042499817,0.017321635,0.00013484806],"about_ca_topic_score_codex":0.000036029236,"about_ca_topic_score_gemma":0.00004389403,"teacher_disagreement_score":0.10368457,"about_ca_system_score_codex":0.0000873028,"about_ca_system_score_gemma":0.00010755483,"threshold_uncertainty_score":0.4355594},"labels":[],"label_agreement":null},{"id":"W4410530288","doi":"10.1186/s12909-025-07365-7","title":"Dysphagia education in Addis Ababa, Ethiopia: student self-competency ratings during their dysphagia course","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"Addis Ababa University","keywords":"Dysphagia; Medicine; Context (archaeology); Swallowing; Medical education; Physical therapy; Family medicine; Surgery","score_opus":0.01302063180157336,"score_gpt":0.42862636445233826,"score_spread":0.4156057326507649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410530288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9101673,0.0013056601,0.0010080406,0.009444228,0.009971402,0.0028607913,0.0000031158415,0.00030894365,0.06493052],"genre_scores_gemma":[0.95568305,0.0005461562,0.0030799536,0.006640015,0.0007587471,0.0022047523,0.00015703877,0.000042044103,0.030888265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99606544,0.0008088609,0.0011259692,0.0006058575,0.00073130126,0.00066259375],"domain_scores_gemma":[0.997712,0.0006803074,0.0003696965,0.00057246897,0.00031685713,0.0003486817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014988423,0.00031065143,0.00040271334,0.0003722043,0.0005614013,0.00004329716,0.000564542,0.0003816178,0.0023294317],"category_scores_gemma":[0.00091411406,0.00028064393,0.00008430354,0.000729416,0.00006603622,0.0003138681,0.00028230937,0.001111131,0.00027593836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049295857,0.0041316017,0.8365336,0.0017617671,0.00014566198,0.0000037427678,0.008956298,0.0000045503084,0.00003457508,0.046821285,0.07035735,0.03120027],"study_design_scores_gemma":[0.001644568,0.00003641529,0.9529652,0.0016512485,0.000114941526,0.0000016407969,0.024982018,0.00028888913,0.000023918572,0.0016842831,0.016327307,0.00027954613],"about_ca_topic_score_codex":0.00037988264,"about_ca_topic_score_gemma":0.0020487092,"teacher_disagreement_score":0.11643162,"about_ca_system_score_codex":0.0008906659,"about_ca_system_score_gemma":0.027114954,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W4411017872","doi":"10.1016/j.bjorl.2025.101644","title":"The practice of oral feeding after total laryngectomy by Brazilian head and neck surgeons","year":2025,"lang":"en","type":"article","venue":"Brazilian Journal of Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Laryngectomy; Medicine; Head and neck; General surgery; Head (geology); Surgery; Larynx; Biology","score_opus":0.01252918923299284,"score_gpt":0.3590720297942936,"score_spread":0.34654284056130075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411017872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95374185,0.0048638866,0.00036035173,0.019861057,0.003258065,0.0007408326,0.000018613704,0.000028616378,0.017126717],"genre_scores_gemma":[0.98847795,0.00075731066,0.0010607848,0.0022345386,0.00013728476,0.000038934337,0.00000427564,0.000025927864,0.0072630234],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674666,0.00089562277,0.0011874072,0.00024269344,0.00031350343,0.00061413995],"domain_scores_gemma":[0.996721,0.0013947506,0.000936675,0.0003240927,0.00044766473,0.00017580012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021520385,0.00023157005,0.00057644007,0.00025795677,0.00058779056,0.000038756873,0.00038597395,0.00022316723,0.00015440656],"category_scores_gemma":[0.0007799521,0.0001683993,0.00015160955,0.0003313535,0.0002123432,0.0005963211,0.00031731508,0.0010203309,0.000016962258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022051206,0.0003242941,0.6846034,0.00039573148,0.0012477975,0.00019485003,0.001351078,0.0000025323563,0.0018804881,0.0076906183,0.28923634,0.010867779],"study_design_scores_gemma":[0.0025485824,0.0004312313,0.45006385,0.00028959516,0.0002584325,0.000071098264,0.0020041927,0.000020937576,0.00007389857,0.00056915893,0.5435102,0.00015879897],"about_ca_topic_score_codex":0.00015129507,"about_ca_topic_score_gemma":0.00018165578,"teacher_disagreement_score":0.2542739,"about_ca_system_score_codex":0.000113246606,"about_ca_system_score_gemma":0.00037412168,"threshold_uncertainty_score":0.68671244},"labels":[],"label_agreement":null},{"id":"W4411028002","doi":"10.1200/jco.2025.43.17_suppl.lba12000","title":"PRO-ACTIVE: Results of a pragmatic phase IV randomized trial comparing the effectiveness of prophylactic swallow intervention for patients receiving radiotherapy for head and neck cancer.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Cancer Care Ontario; Jewish General Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Randomized controlled trial; Cancer; Intervention (counseling); Surgery; Internal medicine; Nursing","score_opus":0.12816417857782417,"score_gpt":0.5862585280653704,"score_spread":0.45809434948754624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411028002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96403164,0.0002150889,0.018958097,0.0014651092,0.0035416682,0.011287138,0.000011946333,0.0000047144927,0.00048462988],"genre_scores_gemma":[0.99517655,0.00023569613,0.0031558708,0.00011295946,0.00022917612,0.0008983439,0.0000055243154,0.00001037797,0.00017550195],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99060225,0.0053998283,0.0034829234,0.00015683495,0.00017318224,0.00018498708],"domain_scores_gemma":[0.9564001,0.037634414,0.0050850753,0.00012479813,0.0007020977,0.00005351134],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022112483,0.00011436899,0.0020302737,0.000118346776,0.00012935068,0.0000057183775,0.00017453078,0.00017540915,0.0000064131646],"category_scores_gemma":[0.016315553,0.0000676626,0.00050350284,0.00011300544,0.00015022587,0.00012568082,0.00005552052,0.00043489493,7.237456e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9025985,0.0030344229,0.004923736,0.002214251,0.0011735104,3.755647e-7,0.00033170852,0.000020173049,0.000048130492,0.00055448565,0.0003888765,0.08471182],"study_design_scores_gemma":[0.9491969,0.016933378,0.023478782,0.001963295,0.000776153,1.4448317e-7,0.00019773515,0.0025708089,0.000027131604,0.001993868,0.002805406,0.000056395773],"about_ca_topic_score_codex":0.00006686166,"about_ca_topic_score_gemma":0.000099756595,"teacher_disagreement_score":0.08465542,"about_ca_system_score_codex":0.00020849552,"about_ca_system_score_gemma":0.00073514896,"threshold_uncertainty_score":0.9919704},"labels":[],"label_agreement":null},{"id":"W4411169023","doi":"10.2196/68053","title":"Post–Critical Illness Dysphagia in the Intensive Care Unit (the Dysphagia-ICU Study): Protocol for a Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Medicine; Preprint; Intensive care unit; Protocol (science); Prospective cohort study; Cohort study; Dementia; Cohort; Emergency medicine; Intensive care medicine; Alternative medicine; Internal medicine; Surgery; Disease; Computer science; World Wide Web","score_opus":0.24023292759214948,"score_gpt":0.6554843228858385,"score_spread":0.415251395293689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411169023","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039125173,0.0000019044925,0.000094702395,0.0052684317,0.00006853123,0.97629774,0.000025206275,0.00013482933,0.014196148],"genre_scores_gemma":[0.08488489,8.5264084e-8,0.000041563813,0.0011882376,0.00017149268,0.90725493,0.0000128000775,0.00006181421,0.006384208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.985161,0.008271843,0.0012918026,0.001236181,0.0020951803,0.0019440069],"domain_scores_gemma":[0.9854637,0.0048899595,0.0002096219,0.0018441072,0.0074243844,0.00016823669],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011801843,0.00050394016,0.0007239665,0.00061411835,0.0037630512,0.00032558,0.002261706,0.00024443696,0.0003992732],"category_scores_gemma":[0.0036929396,0.0002902736,0.00014044002,0.0023941987,0.0005215751,0.00036662174,0.0017199185,0.0033773973,0.00019659974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004241792,0.005442222,0.87365955,0.0026792483,0.00035243732,0.00010420509,0.059730925,0.0000022910588,0.000014798807,0.015643924,0.03627175,0.0018568222],"study_design_scores_gemma":[0.010924902,0.00422734,0.4465858,0.0011639246,0.00003347958,4.2550965e-7,0.40434328,0.0000330585,0.000016666123,0.0015582044,0.13086216,0.00025076652],"about_ca_topic_score_codex":0.00050743006,"about_ca_topic_score_gemma":0.0020272331,"teacher_disagreement_score":0.42707378,"about_ca_system_score_codex":0.00084476004,"about_ca_system_score_gemma":0.0017647874,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W4411247842","doi":"10.22514/jofph.2025.023","title":"Orofacial pain/headache interlaced to insomnia, sleep apnea and periodic limb movement during sleep/restless leg syndrome: a critical and comprehensive review with insights into social determinants","year":2025,"lang":"en","type":"article","venue":"Journal of Oral & Facial Pain and Headache","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Restless legs syndrome; Insomnia; Sleep apnea; Sleep (system call); Physical medicine and rehabilitation; Medicine; Physical therapy; Sleep disorder; Psychology; Anesthesia; Psychiatry; Computer science","score_opus":0.03317309279198554,"score_gpt":0.3878178632380393,"score_spread":0.35464477044605375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411247842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758434,0.0065494906,0.0018286057,0.0139281,0.00031169088,0.0013051144,0.000006395957,0.000029148336,0.00019802377],"genre_scores_gemma":[0.983948,0.0010639908,0.00085677585,0.013524699,0.00014816398,0.000074365766,0.0000034722389,0.000026902368,0.0003536448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960056,0.0015077988,0.0010575997,0.00039779747,0.00046449807,0.0005667042],"domain_scores_gemma":[0.99833244,0.0004617398,0.00032732447,0.00015524459,0.00033613885,0.00038710592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020896916,0.00038569822,0.0010606776,0.00031830336,0.0012085199,0.00010504222,0.00019553019,0.00020081001,0.000051051247],"category_scores_gemma":[0.00036206518,0.00029624638,0.00010057664,0.0003032577,0.00025068616,0.00032594826,0.00036476974,0.00084724935,0.0000041707663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059169126,0.0014383509,0.32186195,0.0450117,0.0017795458,0.002068801,0.048628468,0.0000057277916,0.0037410501,0.0041633835,0.021821447,0.54356265],"study_design_scores_gemma":[0.010722401,0.0070522316,0.7623314,0.0145902475,0.001434722,0.00008362584,0.038609903,0.0011929412,0.000064874395,0.0017127679,0.16062614,0.0015786935],"about_ca_topic_score_codex":0.00016161532,"about_ca_topic_score_gemma":0.0007877009,"teacher_disagreement_score":0.54198396,"about_ca_system_score_codex":0.00020338468,"about_ca_system_score_gemma":0.000220537,"threshold_uncertainty_score":0.999949},"labels":[],"label_agreement":null},{"id":"W4411345152","doi":"10.3390/jcm14124279","title":"Incidence and Risk Factors of Dysphagia After Cardiac Surgery: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Incidence (geometry); Intensive care medicine; Cardiac surgery; General surgery; Internal medicine; Surgery","score_opus":0.20485930322240045,"score_gpt":0.5966519887208387,"score_spread":0.39179268549843826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411345152","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005661359,0.9904966,0.00007989795,0.0005188653,0.00559342,0.0021265724,0.000028183937,0.0000094351035,0.001090464],"genre_scores_gemma":[0.000028707946,0.9973539,0.000149516,0.00062273943,0.0011165397,0.000060106737,0.000012348916,0.000026407039,0.00062973733],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98543406,0.0044951,0.008624965,0.00031910033,0.00077488663,0.0003518791],"domain_scores_gemma":[0.9579794,0.031164117,0.009545252,0.00045961584,0.00050304306,0.0003485698],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019982895,0.00040215472,0.010207121,0.00041399038,0.00010003042,0.000003854328,0.0003483326,0.00044595776,0.0006398489],"category_scores_gemma":[0.024415743,0.0002249038,0.0012234997,0.00051518274,0.00023015287,0.00013018171,0.00031428703,0.0024987657,0.000009624327],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002706118,0.000036134534,0.038842037,0.40336454,0.0009998401,0.000031439457,0.000037108388,5.88482e-9,1.9578879e-9,0.0000138818905,0.038518008,0.51812994],"study_design_scores_gemma":[0.00020073113,0.00015193777,0.0029948629,0.6092221,0.0075917384,0.0000011433251,0.000038148315,9.402638e-8,5.8960636e-9,0.000023732598,0.37967628,0.00009918715],"about_ca_topic_score_codex":0.00004592427,"about_ca_topic_score_gemma":0.000011713511,"teacher_disagreement_score":0.51803076,"about_ca_system_score_codex":0.000074657124,"about_ca_system_score_gemma":0.002572395,"threshold_uncertainty_score":0.99980253},"labels":[],"label_agreement":null},{"id":"W4411719015","doi":"10.5354/0719-4692.2025.73503","title":"Modelo de integración entre variables clínicas y bioseñales de deglución computacional en disfagia orofaríngea neurogénica","year":2025,"lang":"es","type":"article","venue":"Revista Chilena de Fonoaudiología","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics","score_opus":0.014579975235368494,"score_gpt":0.3602404702908123,"score_spread":0.34566049505544383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411719015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61234164,0.023680223,0.24443,0.050901394,0.0034036224,0.0070041795,0.0011958688,0.0014815509,0.05556152],"genre_scores_gemma":[0.9599718,0.01470445,0.010394604,0.006805346,0.00090856344,0.0003329889,0.00038143146,0.00013316699,0.006367691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98994035,0.004029124,0.001756457,0.0014408752,0.00041717532,0.002416015],"domain_scores_gemma":[0.9941591,0.0028841267,0.00071748166,0.0014018491,0.00023581904,0.00060164725],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032882101,0.0010124387,0.0015365867,0.00055270316,0.0012122971,0.0003261837,0.0016040014,0.0010656726,0.00087181444],"category_scores_gemma":[0.0011046233,0.00094035047,0.00058917026,0.00089809485,0.00036379322,0.00029626902,0.0016665963,0.0024676435,0.00040931176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041507088,0.0008242127,0.26839378,0.0038912515,0.00148882,0.00015672095,0.0012381136,0.0015275963,0.00074789964,0.5970102,0.10819782,0.016108528],"study_design_scores_gemma":[0.0033334312,0.0003831921,0.2887374,0.0062707216,0.0018440651,0.00005029158,0.0015539052,0.04467303,0.00009414593,0.016367637,0.6351946,0.0014975716],"about_ca_topic_score_codex":0.00024059025,"about_ca_topic_score_gemma":0.000037306312,"teacher_disagreement_score":0.5806425,"about_ca_system_score_codex":0.001972336,"about_ca_system_score_gemma":0.0030684823,"threshold_uncertainty_score":0.9998337},"labels":[],"label_agreement":null},{"id":"W4411739357","doi":"10.1093/ecco-jcc/jjaf103","title":"ECCO Topical Review on Pouch Disorders","year":2025,"lang":"en","type":"review","venue":"Journal of Crohn s and Colitis","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pouch; General surgery; Surgery","score_opus":0.054003568560583935,"score_gpt":0.4627063359590672,"score_spread":0.40870276739848327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411739357","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012106887,0.93619967,0.000037011683,0.0020087382,0.0012493455,0.0010533765,0.000015723175,0.000008399838,0.0594265],"genre_scores_gemma":[0.000003116787,0.9742446,0.00007018661,0.002627321,0.00042246445,0.000076701814,0.000008398643,0.000015721967,0.022531472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974738,0.00052174856,0.0012293791,0.00017317531,0.00029340302,0.00030854502],"domain_scores_gemma":[0.9980234,0.0005707292,0.00093733234,0.00021337002,0.00011297471,0.00014219842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068544404,0.00024883592,0.0017251539,0.00018905329,0.00021541955,0.000020192889,0.00024736495,0.00020653656,0.00071913836],"category_scores_gemma":[0.00015440442,0.00016584087,0.000425431,0.0001844671,0.000029064506,0.00006861906,0.00014108518,0.0009832296,0.000040469306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019821506,0.000033990644,0.0000064948763,0.09706916,0.00013606463,0.00003174058,0.0000120244,6.2449472e-9,1.7030831e-10,0.008533982,0.13754193,0.7566148],"study_design_scores_gemma":[0.0002169804,0.00011469784,0.0005352574,0.18423042,0.0009071566,0.0000056446843,0.00003318768,6.617121e-8,1.4589491e-9,0.0005337037,0.8133118,0.00011108753],"about_ca_topic_score_codex":0.000011237933,"about_ca_topic_score_gemma":0.000019611645,"teacher_disagreement_score":0.7565037,"about_ca_system_score_codex":0.00013804206,"about_ca_system_score_gemma":0.00070752355,"threshold_uncertainty_score":0.7874061},"labels":[],"label_agreement":null},{"id":"W4412054443","doi":"10.1002/pri.70089","title":"Analysis of Risk Factors Associated With Aspiration in Patients With Poststroke Dysphagia: A Real‐World Study","year":2025,"lang":"en","type":"article","venue":"Physiotherapy Research International","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Dysphagia; Medicine; Swallowing; Aspiration pneumonia; Logistic regression; Stroke (engine); Physical therapy; Internal medicine; Pneumonia; Surgery","score_opus":0.06237013772738033,"score_gpt":0.4992722676512993,"score_spread":0.43690212992391897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412054443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989329,0.0000039928314,0.00016089849,0.00014954632,0.00012320977,0.0015227352,0.000096080505,0.000028577137,0.008586003],"genre_scores_gemma":[0.99584985,0.00001254499,0.00003155156,0.000052621075,0.000019734844,0.00020762267,0.00028303443,0.000016527445,0.003526507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965556,0.0009511879,0.00045937768,0.0003517923,0.0013128376,0.0003691809],"domain_scores_gemma":[0.99746764,0.0008726245,0.0002968538,0.0002898255,0.0010249775,0.00004810649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012715502,0.00014680381,0.00034818568,0.0021567957,0.00024491604,0.000027838149,0.00035474013,0.000047201615,0.0005847151],"category_scores_gemma":[0.00014812202,0.0001045043,0.00005384888,0.003186285,0.0000683635,0.00021725638,0.00010807166,0.0005333832,0.0000038046028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084559084,0.0021265356,0.98747915,0.000011940996,0.0052581336,8.8294024e-7,0.0017576306,0.00052107254,0.000023890778,0.0010885631,0.0003014113,0.00058520364],"study_design_scores_gemma":[0.0042518196,0.0005715611,0.991618,0.00010662459,0.00014964069,2.7989347e-10,0.0016557014,0.0013206156,0.000011552237,0.00010791426,0.00012051287,0.00008606378],"about_ca_topic_score_codex":0.004717665,"about_ca_topic_score_gemma":0.023989037,"teacher_disagreement_score":0.019271372,"about_ca_system_score_codex":0.0006738925,"about_ca_system_score_gemma":0.00022650327,"threshold_uncertainty_score":0.9938206},"labels":[],"label_agreement":null},{"id":"W4412090074","doi":"10.1002/lio2.70180","title":"The State of Exercise‐Based Dysphagia Intervention in the Literature: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; York University","keywords":"Dysphagia; Intervention (counseling); Physical medicine and rehabilitation; Physical therapy; State (computer science); Medicine; Psychology; Computer science; Nursing; Surgery","score_opus":0.061565333525683774,"score_gpt":0.4447123146141206,"score_spread":0.3831469810884368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412090074","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001472133,0.9766666,0.00008287498,0.0011475371,0.00091698417,0.018080248,0.00008657148,0.000058922655,0.0029455328],"genre_scores_gemma":[0.000007924035,0.98390687,0.000265768,0.0029807847,0.000052118223,0.009794694,0.0004976292,0.000059846992,0.00243436],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9848634,0.009946887,0.0029821706,0.0007912399,0.0004869409,0.0009293762],"domain_scores_gemma":[0.9910906,0.0048950026,0.0023464763,0.0012580462,0.00030031835,0.000109590204],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055900263,0.0007735906,0.0030497045,0.0005014835,0.0006437777,0.000053110736,0.0017535565,0.0004513458,0.00013400444],"category_scores_gemma":[0.0013951958,0.00043215946,0.0006652559,0.0026043328,0.000678453,0.00022261948,0.0006665967,0.0025894737,0.00010864862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028585582,0.00014831685,0.0002031714,0.8337755,0.0003272899,0.00006603248,0.0008108082,7.489906e-7,3.9081985e-7,0.0027257225,0.010474019,0.15143938],"study_design_scores_gemma":[0.0004993543,0.00009628989,0.00012215643,0.7507727,0.0007451247,0.0000016904343,0.00006912001,0.000006735786,0.0000014059725,0.001088258,0.24632743,0.00026969987],"about_ca_topic_score_codex":0.000111064706,"about_ca_topic_score_gemma":0.00061085686,"teacher_disagreement_score":0.23585342,"about_ca_system_score_codex":0.00022301439,"about_ca_system_score_gemma":0.0020113762,"threshold_uncertainty_score":0.999813},"labels":[],"label_agreement":null},{"id":"W4412196744","doi":"10.1016/j.gerinurse.2025.103506","title":"Caregiver challenges with oral medication administration when working with older adults with swallowing difficulties: A scoping review","year":2025,"lang":"en","type":"review","venue":"Geriatric Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canada Foundation for Innovation; McMaster University","keywords":"CINAHL; Swallowing; Medicine; MEDLINE; Health care; Nursing; Dentistry","score_opus":0.0689671278225257,"score_gpt":0.42024065206875927,"score_spread":0.3512735242462336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412196744","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007313863,0.97870344,0.0022146832,0.0010511241,0.0006902407,0.009847464,0.0000043650066,0.00024107678,0.0072403084],"genre_scores_gemma":[0.00011618745,0.99177194,0.003662076,0.00016923263,0.00040450427,0.002173357,0.00036674234,0.00010300778,0.0012329313],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955276,0.00075361005,0.0010987052,0.0010278656,0.0007946638,0.00079750316],"domain_scores_gemma":[0.996955,0.00047507967,0.0014810513,0.0007079184,0.00021394942,0.00016699785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076542515,0.0007538637,0.0020936953,0.00041043267,0.00074354326,0.000058690952,0.00038360592,0.00034569856,0.00011116891],"category_scores_gemma":[0.000044428456,0.00047958226,0.0001560333,0.0008161728,0.000079932586,0.00028293714,0.000080020785,0.0008719857,0.00002100748],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006947705,0.00007303233,0.00001133502,0.31006542,0.00023537924,0.000024995723,0.0029403232,4.3721258e-7,3.4223038e-9,0.00013981057,0.0012755956,0.6851642],"study_design_scores_gemma":[0.0011970106,0.00022064516,0.00005780422,0.90327585,0.00426921,0.000010517703,0.004103573,0.000002149221,2.5316442e-8,0.0000042775264,0.08629736,0.00056155614],"about_ca_topic_score_codex":0.000030217425,"about_ca_topic_score_gemma":0.0003218976,"teacher_disagreement_score":0.6846026,"about_ca_system_score_codex":0.00077524735,"about_ca_system_score_gemma":0.0028664889,"threshold_uncertainty_score":0.9997656},"labels":[],"label_agreement":null},{"id":"W4412309787","doi":"","title":"krøge·punch - krål: 30 spalter, 10 spaltekort","year":2018,"lang":"da","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Art","score_opus":0.07272921775965387,"score_gpt":0.4421256855772427,"score_spread":0.36939646781758884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412309787","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018397402,0.00039337532,0.005858921,0.010489476,0.013316068,0.002818474,0.000044717224,0.0005740269,0.94810754],"genre_scores_gemma":[0.40067497,0.00029530597,0.0022857906,0.0076749343,0.004430759,0.00011860945,0.000083729654,0.000102624384,0.5843333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99398404,0.0006186028,0.0013341147,0.0011152502,0.0009264586,0.0020215344],"domain_scores_gemma":[0.9963858,0.0003261891,0.000493812,0.0015965406,0.0005327514,0.00066491927],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001806037,0.000681194,0.00074666465,0.00031884026,0.0015675594,0.00013313153,0.00085550407,0.000520851,0.31549308],"category_scores_gemma":[0.00015446985,0.00058976805,0.00022555717,0.0006042143,0.00035254756,0.0004349867,0.0012296783,0.0009029527,0.14387918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107133405,0.0004831412,0.0089275325,0.0005845103,0.00029968107,0.000035924357,0.0014316826,7.027311e-7,0.000073923344,0.06637487,0.9124497,0.00923121],"study_design_scores_gemma":[0.0023668883,0.0007916637,0.014383628,0.00027776576,0.00032070855,0.0000012748986,0.0028808224,0.0008940195,0.00012317186,0.0015366973,0.97570294,0.00072039117],"about_ca_topic_score_codex":0.0010310024,"about_ca_topic_score_gemma":0.00094448676,"teacher_disagreement_score":0.38227755,"about_ca_system_score_codex":0.00040956578,"about_ca_system_score_gemma":0.00069493946,"threshold_uncertainty_score":0.99973226},"labels":[],"label_agreement":null},{"id":"W4412351875","doi":"10.1093/dote/doaf054","title":"The prevalence, nature and severity of oropharyngeal dysphagia in the acute post-operative phase following curative resection for esophageal cancer","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Medicine; Dysphagia; Swallowing; Esophageal cancer; Esophagectomy; Oropharyngeal dysphagia; Internal medicine; Gastroenterology; Cohort; Prospective cohort study; Stage (stratigraphy); Surgery; Cancer","score_opus":0.01299940206323429,"score_gpt":0.43526963864918555,"score_spread":0.42227023658595125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412351875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88200444,0.097284764,0.00008748398,0.00846329,0.0029371253,0.007163141,0.001457587,0.000034626923,0.00056755316],"genre_scores_gemma":[0.9938446,0.0005548865,0.000037309605,0.0010811618,0.00007307456,0.001027835,0.000022133057,0.000012045682,0.0033469507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785894,0.00073035917,0.00046915482,0.00028268425,0.00032748582,0.00033135363],"domain_scores_gemma":[0.9976387,0.0013594527,0.00030118602,0.00042359225,0.00023379823,0.000043270426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517054,0.000190882,0.00030641022,0.00007813221,0.0010246885,0.00002414145,0.0005726679,0.00011736127,0.000030189043],"category_scores_gemma":[0.00039230115,0.000096990996,0.00018491753,0.00043250795,0.0001818021,0.00023537326,0.00027277958,0.000487147,6.4441565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011164036,0.0016310845,0.85928255,0.0042791036,0.0035152715,0.000032989512,0.014947031,0.000082311664,0.00026836834,0.053357948,0.04046939,0.010969928],"study_design_scores_gemma":[0.0053105257,0.00036894594,0.98135716,0.0005712634,0.0012384192,2.7477438e-7,0.005506126,0.0008208706,0.00063389214,0.0035913563,0.00044481514,0.00015632644],"about_ca_topic_score_codex":0.00015079531,"about_ca_topic_score_gemma":0.00032262146,"teacher_disagreement_score":0.12207465,"about_ca_system_score_codex":0.0001103767,"about_ca_system_score_gemma":0.00037131828,"threshold_uncertainty_score":0.7881179},"labels":[],"label_agreement":null},{"id":"W4412491908","doi":"10.1007/s00455-025-10860-0","title":"Prevalence and Predictors of Self-Reported Swallowing Difficulties in Community-Dwelling Older Adults: A Population-Based Study from the National Health and Aging Trends Study (NHATS)","year":2025,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canada Foundation for Innovation","keywords":"Medicine; Swallowing; Gerontology; Dysphagia; Population; Odds; Cohort; Cross-sectional study; Cohort study; Logistic regression; Demography; Environmental health","score_opus":0.028420620360299048,"score_gpt":0.3814890908588301,"score_spread":0.3530684704985311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412491908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996001,0.0005613531,0.00006712866,0.0005870148,0.00029834552,0.0021806029,0.000021296859,0.00008949648,0.00019377738],"genre_scores_gemma":[0.9985338,0.000036345784,0.00017094827,0.00056944834,0.00003089371,0.00024724315,0.00007106947,0.000014138721,0.0003261358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639946,0.0016618568,0.000898504,0.0003166779,0.00044155912,0.00028195675],"domain_scores_gemma":[0.99762094,0.001520529,0.00038131545,0.00029221654,0.000119461045,0.000065540604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022483612,0.00019547525,0.00034708023,0.0002650138,0.0009343481,0.000030060133,0.00020759164,0.000058205216,0.00003511765],"category_scores_gemma":[0.00018305797,0.00015272251,0.000027270486,0.00046093325,0.000030225854,0.0001552734,0.0002301527,0.0005840995,6.8451135e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004978353,0.0010383517,0.9402794,0.00039267086,0.00033143716,0.0000017821495,0.05694195,0.00009285396,0.0000012169133,0.00004232653,0.00020951999,0.0006186855],"study_design_scores_gemma":[0.0033762997,0.00014705524,0.92357266,0.0008240095,0.00012364164,4.2169017e-8,0.069977835,0.001820374,5.428962e-7,0.00003092213,0.000027339693,0.0000992695],"about_ca_topic_score_codex":0.0076255114,"about_ca_topic_score_gemma":0.0042587956,"teacher_disagreement_score":0.016706754,"about_ca_system_score_codex":0.00018434985,"about_ca_system_score_gemma":0.00021115292,"threshold_uncertainty_score":0.9989828},"labels":[],"label_agreement":null},{"id":"W4412534092","doi":"10.2196/72372","title":"Wearable Technologies in Head and Neck Oncology: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"North York General Hospital; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Preprint; Wearable computer; Medicine; mHealth; Wearable technology; Head and neck cancer; Medical physics; Computer science; World Wide Web; Internal medicine; Cancer; Embedded system; Psychological intervention; Nursing","score_opus":0.18410790607996746,"score_gpt":0.5763004071129987,"score_spread":0.3921925010330312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412534092","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000121380335,0.96793544,0.000007663019,0.005568469,0.0006070701,0.01319647,0.000023334598,0.00030397455,0.012345437],"genre_scores_gemma":[0.000002897323,0.9888523,0.0005687552,0.0034771862,0.00008735206,0.0044526276,0.00006142839,0.00004283527,0.0024546073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99407566,0.001253407,0.002134277,0.0009339989,0.00023617494,0.0013664959],"domain_scores_gemma":[0.99687904,0.0010639456,0.0010929568,0.00061424123,0.000059354647,0.00029043312],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00266081,0.0005760062,0.0037092261,0.00072042743,0.00073872623,0.000019153094,0.0003238668,0.0008921101,0.00006150514],"category_scores_gemma":[0.00024612236,0.00046464388,0.00011251012,0.001002437,0.00011505852,0.00013817409,0.0006535332,0.0023120288,0.000060102993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057735106,0.000038066777,0.00014821044,0.49457148,0.000012075098,0.000007047313,0.000051588315,5.6236074e-9,6.642337e-10,0.00080376765,0.006732151,0.49762982],"study_design_scores_gemma":[0.0004113233,0.00011904337,0.00007764428,0.46800143,0.00023066544,0.0000023975347,0.0002055833,9.4626415e-7,1.1322489e-9,0.00012490113,0.53065085,0.0001752209],"about_ca_topic_score_codex":0.00023848299,"about_ca_topic_score_gemma":0.0009782765,"teacher_disagreement_score":0.5239187,"about_ca_system_score_codex":0.0008135785,"about_ca_system_score_gemma":0.0067033065,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W4412595219","doi":"10.1016/j.cgh.2025.06.033","title":"Distension-mediated Obstruction: A Novel Pathophysiology in Functional Dysphagia","year":2025,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Medtronic","keywords":"Medicine; Pathophysiology; Distension; Dysphagia; Internal medicine; Surgery","score_opus":0.05459356393822985,"score_gpt":0.41465308878188434,"score_spread":0.3600595248436545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412595219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97644424,0.000112897695,0.004757526,0.010951168,0.004916504,0.00047727526,0.000011829042,0.00007520366,0.0022533813],"genre_scores_gemma":[0.9710212,0.000300599,0.0005977644,0.026385503,0.00014483703,0.00018104585,0.00008079001,0.000010473617,0.0012778293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966684,0.0008811883,0.0011468388,0.00060319225,0.00006604025,0.0006343228],"domain_scores_gemma":[0.9978472,0.0014417907,0.00023181889,0.00027274617,0.000093968185,0.00011250157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008020326,0.00019378398,0.00069432013,0.00022035516,0.000267922,0.0000032226578,0.00014345125,0.0005291681,0.00042126357],"category_scores_gemma":[0.00037229515,0.00017332625,0.00008966085,0.00016815146,0.00051064993,0.00006457866,0.00038242058,0.0010843582,0.0001009894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012518876,0.00027139694,0.97065866,0.00005289453,0.00012648285,0.000028996807,0.000029414583,0.0000023897223,0.00007520702,0.015637478,0.011016383,0.0008488135],"study_design_scores_gemma":[0.0049280096,0.0003671732,0.9743614,0.00003596074,0.00006031268,0.0000063908146,0.00027145716,0.000767587,2.6665066e-7,0.0045722933,0.014552522,0.00007661631],"about_ca_topic_score_codex":0.00004496278,"about_ca_topic_score_gemma":0.000835175,"teacher_disagreement_score":0.015434336,"about_ca_system_score_codex":0.00006157297,"about_ca_system_score_gemma":0.00015171967,"threshold_uncertainty_score":0.7068039},"labels":[],"label_agreement":null},{"id":"W4412755022","doi":"10.1002/mdc3.70247","title":"A Systematic Review of the Parkinson's Foundation Hospital Care Recommendations","year":2025,"lang":"en","type":"review","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Dysphagia; Observational study; Psychological intervention; MEDLINE; Randomized controlled trial; Systematic review; Intervention (counseling); Population; Multidisciplinary approach; Intensive care medicine; Family medicine; Nursing; Internal medicine","score_opus":0.06851873596716387,"score_gpt":0.5345682170733155,"score_spread":0.46604948110615163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412755022","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8229561e-8,0.915351,0.0004251099,0.012736122,0.004732737,0.018716611,0.00005649046,0.000058020036,0.047923934],"genre_scores_gemma":[5.8569356e-7,0.97227734,0.0006112228,0.015690643,0.00011298968,0.004263554,0.00042972705,0.000044870863,0.00656906],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9852675,0.008000758,0.004943928,0.00064538146,0.00072127406,0.0004211346],"domain_scores_gemma":[0.97796893,0.013321127,0.006507066,0.0016074501,0.00051056367,0.00008485257],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005598318,0.0004814128,0.002922194,0.00012791475,0.0006318144,0.000028336306,0.0010209361,0.00037578284,0.000429131],"category_scores_gemma":[0.021571154,0.00031163366,0.0013086048,0.00083731976,0.00008765255,0.0002602705,0.0009285492,0.0015853131,0.00022591236],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029454231,0.00034442692,0.000016906222,0.7776007,0.0008560968,3.7802272e-7,0.00010606792,4.0010836e-8,2.062914e-10,0.003304548,0.045854516,0.17191334],"study_design_scores_gemma":[0.00020770395,0.000052536452,0.0000042802612,0.45122346,0.007834052,2.0004542e-8,0.0013569162,6.2526266e-7,7.961683e-10,0.0001606672,0.53901,0.00014977055],"about_ca_topic_score_codex":0.000072012015,"about_ca_topic_score_gemma":0.000083757586,"teacher_disagreement_score":0.49315545,"about_ca_system_score_codex":0.0004246413,"about_ca_system_score_gemma":0.0014188996,"threshold_uncertainty_score":0.9999336},"labels":[],"label_agreement":null},{"id":"W4413311477","doi":"10.3148/cjdpr-2025-016","title":"Identification of Predictors of Adverse Health Outcomes in Acute Care Patients with Dysphagia","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Dysphagia; Medicine; Acute care; Identification (biology); Health care; Adverse effect; Intensive care medicine; Emergency medicine; Internal medicine; Surgery","score_opus":0.03760792884285262,"score_gpt":0.46419687085873595,"score_spread":0.4265889420158833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413311477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837864,0.001077424,0.00006571845,0.009840411,0.00047619888,0.0010216576,0.000040815354,0.0000020054817,0.0036893869],"genre_scores_gemma":[0.9982102,0.00042637618,0.0001994166,0.0001537383,0.0000114512,0.000011095379,0.0000053882895,0.0000067611377,0.0009755953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976242,0.00069812086,0.0007459955,0.00011216252,0.00046826358,0.00035126143],"domain_scores_gemma":[0.99693054,0.00066017936,0.0005858678,0.00017969603,0.0013919554,0.00025174874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024916534,0.00007177009,0.00028604837,0.00087671087,0.00023543046,0.0000070539745,0.00018913526,0.00006177387,0.00003440592],"category_scores_gemma":[0.0009929627,0.000053803557,0.000027232558,0.00050477753,0.00014129307,0.00030717853,0.00004466352,0.00061355805,0.0000016693525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017919166,0.00010276353,0.9871774,0.0007166603,0.00033987852,0.00001717551,0.0061978567,0.0000069765983,0.000010049623,0.0007968226,0.002264469,0.0021907568],"study_design_scores_gemma":[0.0017424925,0.0005546215,0.95440084,0.0006580056,0.00010722818,3.160104e-7,0.03632609,0.0000058415117,0.00001668917,0.000072275936,0.0060718684,0.000043743752],"about_ca_topic_score_codex":0.0056884834,"about_ca_topic_score_gemma":0.010832968,"teacher_disagreement_score":0.03277657,"about_ca_system_score_codex":0.00033098646,"about_ca_system_score_gemma":0.004176297,"threshold_uncertainty_score":0.8599323},"labels":[],"label_agreement":null},{"id":"W4413355529","doi":"10.1016/j.compbiomed.2025.110887","title":"Non-invasive integrated swallowing kinematic analysis framework leveraging transformer-based multi-task neural networks","year":2025,"lang":"en","type":"article","venue":"Computers in Biology and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North York General Hospital","funders":"National Institute of Child Health and Human Development; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh","keywords":"Computer science; Kinematics; Artificial neural network; Transformer; Task (project management); Swallowing; Artificial intelligence; Machine learning; Medicine; Engineering; Systems engineering; Voltage; Electrical engineering","score_opus":0.03256685843091433,"score_gpt":0.4151724076177434,"score_spread":0.38260554918682904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413355529","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11597622,0.00052422937,0.87640303,0.0041066157,0.0017440264,0.00061990967,0.0000011812788,0.000056438676,0.0005683305],"genre_scores_gemma":[0.97820187,0.00018334946,0.011913953,0.009280225,0.00009506601,0.00007554585,0.00013518597,0.00000718285,0.000107650056],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982948,0.0003141289,0.0005528654,0.000351438,0.00005939633,0.00042742243],"domain_scores_gemma":[0.9982153,0.0013428628,0.000111375644,0.0002053353,0.000049512295,0.000075609525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007192083,0.00020241193,0.00062508567,0.00063397014,0.00027653878,0.0000045074535,0.00018072894,0.00023728643,0.00005378708],"category_scores_gemma":[0.000105417224,0.00014766172,0.00006752173,0.0010518514,0.00016592415,0.000039857285,0.00005669903,0.00072047755,0.0000015653764],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012338936,0.000112180845,0.9645008,0.0005292696,0.0012342465,0.00003807491,0.0023481527,0.010225254,0.00020417961,0.0056592743,0.0018097527,0.013215411],"study_design_scores_gemma":[0.0038546338,0.00014922247,0.14461178,0.0017581721,0.00072311604,2.0790026e-7,0.002151094,0.84497666,0.000006114989,0.0010767842,0.0004996411,0.00019257392],"about_ca_topic_score_codex":0.00023570698,"about_ca_topic_score_gemma":0.00024847296,"teacher_disagreement_score":0.8644891,"about_ca_system_score_codex":0.00008467294,"about_ca_system_score_gemma":0.00007054565,"threshold_uncertainty_score":0.602147},"labels":[],"label_agreement":null},{"id":"W4413441564","doi":"10.7759/cureus.90304","title":"Incidence and Clinical Characteristics of Respiratory Sarcopenia in Community-Dwelling Older Adults: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Cross-sectional study; Incidence (geometry); Respiratory system; Gerontology; Physical therapy; Pediatrics; Internal medicine; Pathology","score_opus":0.08595280352218393,"score_gpt":0.49978237818376936,"score_spread":0.41382957466158543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413441564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950873,0.00019149855,0.00019230219,0.0000424509,0.00081064284,0.0010785484,0.000008851851,0.000026133714,0.0025622558],"genre_scores_gemma":[0.9983474,0.00007503942,0.0001280039,0.0006013929,0.000062236126,0.00007950094,0.000007427865,0.000008439753,0.00069057953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973349,0.0011070637,0.0009983507,0.00019559816,0.00016077858,0.00020329397],"domain_scores_gemma":[0.9981837,0.0010110396,0.0002432602,0.0003595508,0.00015600189,0.000046418198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003314536,0.00010141583,0.00028268405,0.000100389196,0.00037847832,0.000016073602,0.0002476438,0.0001274212,0.00011974447],"category_scores_gemma":[0.00044361304,0.0000974513,0.000030369178,0.0001833374,0.000096580006,0.00012807417,0.00049440947,0.0009319046,0.000015398175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013635063,0.0006633824,0.99507684,0.00025339116,0.00004895422,0.00000463104,0.0018162881,5.7486176e-7,0.000005418472,0.0005948103,0.00035214503,0.0010472343],"study_design_scores_gemma":[0.0019366072,0.0001671333,0.9915216,0.00038962543,0.000022463544,5.208675e-8,0.0043781786,0.00007195792,0.0000011629625,0.00014247451,0.0012961647,0.00007260338],"about_ca_topic_score_codex":0.000791323,"about_ca_topic_score_gemma":0.0020466682,"teacher_disagreement_score":0.0035552431,"about_ca_system_score_codex":0.00009762481,"about_ca_system_score_gemma":0.0001841648,"threshold_uncertainty_score":0.40487134},"labels":[],"label_agreement":null},{"id":"W4413472232","doi":"10.1109/jtehm.2025.3601988","title":"Videographic-Free Tracking of Hyoid Bone Displacement During Swallowing Using Accelerometer Signals and Transformers","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Natural Sciences and Engineering Research Council of Canada","keywords":"Accelerometer; Hyoid bone; Computer science; Tracking (education); Computer vision; Displacement (psychology); Transformer; Swallowing; Artificial intelligence; Acoustics; Medicine; Anatomy; Dentistry; Electrical engineering; Physics; Engineering; Psychology","score_opus":0.03975191826743464,"score_gpt":0.3915320906213783,"score_spread":0.35178017235394365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413472232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473117,0.0070547713,0.03978359,0.0047249664,0.00057146524,0.00044934015,0.0000029321309,0.000009003948,0.000092208255],"genre_scores_gemma":[0.99537677,0.0021155204,0.0020865602,0.00027195393,0.00010148653,0.0000066782723,0.0000018098102,0.000011459262,0.000027753333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789864,0.00007345819,0.0012829844,0.00012065967,0.00032157023,0.00030271264],"domain_scores_gemma":[0.9990169,0.00039947047,0.00028650253,0.00006645747,0.000082136256,0.00014855867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015255221,0.00013889324,0.0004963881,0.0008673954,0.00013110197,0.0000038091966,0.00007583362,0.00006424554,0.000020807085],"category_scores_gemma":[0.0000767426,0.000117367046,0.0000503534,0.00032050005,0.00003752508,0.00021443152,0.000010749903,0.00040357516,3.355046e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042613177,0.00061231037,0.4594107,0.07519963,0.0021497237,0.00014109627,0.037748083,0.15279795,0.20958233,0.008681303,0.0006007819,0.048814785],"study_design_scores_gemma":[0.05283657,0.0018522497,0.82117057,0.053360373,0.00062985404,0.0000645906,0.0068600588,0.053508673,0.0011825024,0.0019521652,0.005805303,0.00077706244],"about_ca_topic_score_codex":0.00007945744,"about_ca_topic_score_gemma":0.000018911845,"teacher_disagreement_score":0.3617599,"about_ca_system_score_codex":0.00007422201,"about_ca_system_score_gemma":0.0001959919,"threshold_uncertainty_score":0.47860894},"labels":[],"label_agreement":null},{"id":"W4413692094","doi":"10.1111/1460-6984.70119","title":"The Influence of Physical Exercise on Head and Neck Structures and Functions Related to Swallowing: A Scoping Review Protocol","year":2025,"lang":"en","type":"review","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University; Dalhousie University; Hamilton Health Sciences","funders":"McMaster Institute for Research on Aging, McMaster University; Canadian Frailty Network; McMaster University","keywords":"Swallowing; Dysphagia; CINAHL; Physical therapy; Medicine; Physical medicine and rehabilitation; MEDLINE; Rehabilitation; Psychological intervention; Aspiration pneumonia; Intervention (counseling); Protocol (science); Psychology; Alternative medicine; Pneumonia; Surgery; Pathology; Nursing","score_opus":0.03168030099898883,"score_gpt":0.5074157508313429,"score_spread":0.4757354498323541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413692094","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005618258,0.960717,0.000017301445,0.0018696891,0.00014953579,0.035003044,0.00001180128,0.000014387734,0.001655367],"genre_scores_gemma":[0.00041799876,0.9900993,0.00016102391,0.00029601002,0.000021463733,0.008486573,0.00001795016,0.000014627154,0.0004850545],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978038,0.0005278412,0.0010362527,0.00013637274,0.00036927796,0.00012647416],"domain_scores_gemma":[0.9967528,0.001285311,0.001181298,0.00042213793,0.0002996068,0.000058830443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641172,0.00018352894,0.00065253227,0.00023408506,0.00026210022,0.00003258655,0.0007685991,0.0000757313,0.000023153672],"category_scores_gemma":[0.00055697694,0.0001190595,0.00016165673,0.0002160984,0.00007189534,0.00013080951,0.00045015817,0.00065253733,0.0000043719724],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007002756,0.00011443237,0.00012849618,0.03475032,0.00044389826,0.0000021941985,0.0017787863,0.00003897182,8.3154373e-7,0.0032216604,0.0014134117,0.95803696],"study_design_scores_gemma":[0.00076643616,0.00012896466,0.0005900165,0.6116066,0.00043498972,0.0000026169955,0.0007667581,0.000005841091,1.4424015e-7,0.00051164895,0.38503176,0.00015426528],"about_ca_topic_score_codex":0.000036415175,"about_ca_topic_score_gemma":0.00008332232,"teacher_disagreement_score":0.9578827,"about_ca_system_score_codex":0.000087924076,"about_ca_system_score_gemma":0.00032386338,"threshold_uncertainty_score":0.48551056},"labels":[],"label_agreement":null},{"id":"W4413902420","doi":"10.1186/s12890-025-03901-9","title":"Association between stress hyperglycemia and pneumonia in patients with stroke: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confounding; Pneumonia; Incidence (geometry); Stroke (engine); Internal medicine; Publication bias; Stress hyperglycemia; Comorbidity; Observational study; Systematic review; MEDLINE; Insulin","score_opus":0.07277485643852957,"score_gpt":0.4139020472369485,"score_spread":0.3411271907984189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413902420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000076963415,0.9886225,0.000030618674,0.00054869626,0.00006468487,0.009088803,0.0003098962,0.000034934226,0.0012921917],"genre_scores_gemma":[0.000052229578,0.977249,0.00007510901,0.00037544518,0.000046653375,0.0020454095,0.0010890407,0.000032306245,0.019034775],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99385333,0.002333695,0.001976926,0.0006563927,0.0007396316,0.00044002474],"domain_scores_gemma":[0.99467194,0.0025352512,0.0018708826,0.00060803257,0.0001625552,0.00015133327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024974397,0.00058122264,0.009790393,0.0007653442,0.00017438277,0.000010124096,0.00025247558,0.00032567556,0.00017975864],"category_scores_gemma":[0.0005463432,0.00032406006,0.00035492805,0.0012396093,0.000038721228,0.00011388763,0.00026123354,0.0007469976,0.00000966562],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044834037,0.000037969778,0.062054686,0.87325734,0.06365781,0.000005456622,0.000027426187,6.3097325e-8,4.3238702e-10,0.000028949167,0.000349809,0.00057599606],"study_design_scores_gemma":[0.00040692996,0.00006779841,0.009639681,0.16439405,0.81247014,1.716949e-7,0.00007099865,0.0000017278184,2.3582708e-10,0.0000054356733,0.012715262,0.00022780908],"about_ca_topic_score_codex":0.00012360059,"about_ca_topic_score_gemma":0.00025124862,"teacher_disagreement_score":0.7488123,"about_ca_system_score_codex":0.00039227732,"about_ca_system_score_gemma":0.00021589303,"threshold_uncertainty_score":0.99992114},"labels":[],"label_agreement":null},{"id":"W4414015731","doi":"10.11159/icbes25.132","title":"Time-Domain Electromyographic Biomarkers for the Assessment of Post-Stroke Dysphagia Rehabilitation","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Rehabilitation; Physical medicine and rehabilitation; Stroke (engine); Medicine; Domain (mathematical analysis); Physical therapy; Computer science; Engineering; Radiology; Mathematics; Mechanical engineering","score_opus":0.006368420120716867,"score_gpt":0.2906225709593881,"score_spread":0.2842541508386712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414015731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631891,0.0012071017,0.0160221,0.006820487,0.004155597,0.005357964,0.000015565784,0.00013681501,0.0030952718],"genre_scores_gemma":[0.99598163,0.000021958958,0.002003609,0.000097696364,0.000041402407,0.00018082267,2.5243676e-7,0.0000065065724,0.0016661392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987935,0.000019556592,0.00035168766,0.00025535285,0.00027792907,0.0003019674],"domain_scores_gemma":[0.99844056,0.00089041423,0.00019377857,0.00011459696,0.00031412765,0.000046508158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014582891,0.00012094971,0.00023309382,0.00036626842,0.00043250015,0.000048246395,0.00035529438,0.00003474145,6.905331e-7],"category_scores_gemma":[0.00008896937,0.000071909206,0.00005379297,0.0009882733,0.00020028673,0.00009966616,0.00014386566,0.00018899387,8.56862e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012721674,0.00013407793,0.035526905,0.0022646782,0.00044570572,1.4290293e-7,0.0003463394,0.0007510716,0.047801886,0.8955358,0.0070580062,0.010008126],"study_design_scores_gemma":[0.0008837783,0.0005452416,0.086779095,0.0008341083,0.00008818382,7.951892e-7,0.0001953483,0.903544,0.00043160236,0.00027073297,0.006268463,0.00015866946],"about_ca_topic_score_codex":0.000015664187,"about_ca_topic_score_gemma":0.0000014470564,"teacher_disagreement_score":0.90279293,"about_ca_system_score_codex":0.000057800302,"about_ca_system_score_gemma":0.00008786808,"threshold_uncertainty_score":0.33264852},"labels":[],"label_agreement":null},{"id":"W4414085440","doi":"10.1044/2025_ajslp-25-00122","title":"Determining the Social Determinants of Health That Influence Self-Reported Dysphagia: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social determinants of health; Health equity; Public health; Population health; Population; MEDLINE","score_opus":0.04054441205634005,"score_gpt":0.47279562027304195,"score_spread":0.4322512082167019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414085440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968648,0.000120673445,0.00034224198,0.0004264479,0.00087201595,0.0007214759,0.000007649572,0.000034466513,0.00061022566],"genre_scores_gemma":[0.99678296,0.00003331201,0.0011984771,0.0014444068,0.00013564108,0.000032617776,0.0000021123574,0.000019421332,0.00035107307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550927,0.0014240973,0.0017868612,0.0002681204,0.00047728134,0.00053440244],"domain_scores_gemma":[0.9949857,0.0005657406,0.0036057308,0.0003188959,0.00044977444,0.00007417469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003939956,0.00021208051,0.0008207069,0.0003407896,0.0007704244,0.000021310894,0.0005425851,0.000084675805,0.00008365434],"category_scores_gemma":[0.0003255753,0.00015225034,0.00015014512,0.0005199,0.00039445917,0.00017376212,0.00028710795,0.00081107253,0.000009068706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009038809,0.0002788308,0.9489036,0.000058090096,0.0002972943,0.00033369486,0.013362012,0.000003715059,0.000113208866,0.00003126136,0.00014510112,0.036382765],"study_design_scores_gemma":[0.0015914798,0.0008225302,0.96161604,0.00006159217,0.00013935057,0.000065415734,0.03533582,0.000011730705,0.000038446567,0.00004530391,0.00017031693,0.000101986916],"about_ca_topic_score_codex":0.00035311363,"about_ca_topic_score_gemma":0.00021248394,"teacher_disagreement_score":0.036280777,"about_ca_system_score_codex":0.00024336831,"about_ca_system_score_gemma":0.0008898036,"threshold_uncertainty_score":0.6208589},"labels":[],"label_agreement":null},{"id":"W4414329666","doi":"10.1111/1460-6984.70124","title":"The Effect of Genotype on Self‐Reported Dysarthria and Dysphagia in Parkinson's Disease: A Parkinson's Progression Marker Initiative Study","year":2025,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Avid Radiopharmaceuticals; Allergan; Genentech; H. Lundbeck A/S; Servier; Sun Pharma; Voyager Therapeutics; Neurocrine Biosciences; Biogen; Celgene; Jazz Pharmaceuticals; Verily Life Sciences; Teva Pharmaceutical Industries; Sanofi; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; Western Michigan University","keywords":"Dysarthria; Dysphagia; Swallowing; Disease; Genotype; Affect (linguistics)","score_opus":0.013836210382503366,"score_gpt":0.40834322423152536,"score_spread":0.394507013849022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414329666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984555,0.0041942187,0.00008722653,0.005027722,0.00051116257,0.0012758479,0.0000057165958,0.000021618549,0.004321502],"genre_scores_gemma":[0.9968905,0.0023347368,0.00019468566,0.00017659225,0.00002135086,0.00012769751,0.000014084942,0.00001171806,0.00022862341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695885,0.0014977908,0.00076165464,0.00013668946,0.00048405703,0.00016096969],"domain_scores_gemma":[0.9970478,0.0013643233,0.00089482765,0.00038979034,0.00025135113,0.000051944564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021449304,0.00014064301,0.00023304773,0.00024425803,0.0002307055,0.000028965675,0.0006254982,0.000049945887,0.000045384266],"category_scores_gemma":[0.00042318855,0.00008705044,0.00006394404,0.00022191484,0.00007613729,0.00016837633,0.00030682588,0.00047840798,0.0000024452554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002243419,0.0005530315,0.908591,0.00006286641,0.0010797909,0.000035808058,0.0065943785,0.00003117434,0.000016694416,0.00079313753,0.0010484197,0.07895031],"study_design_scores_gemma":[0.0046936255,0.00041326272,0.9398766,0.00087739533,0.00015915622,6.4364787e-7,0.0122528095,0.00033944836,0.000014449288,0.0004152963,0.040859323,0.000097982505],"about_ca_topic_score_codex":0.000069406364,"about_ca_topic_score_gemma":0.0004527755,"teacher_disagreement_score":0.078852326,"about_ca_system_score_codex":0.00014672158,"about_ca_system_score_gemma":0.00015470055,"threshold_uncertainty_score":0.35498136},"labels":[],"label_agreement":null},{"id":"W4414340189","doi":"10.3389/fneur.2025.1579490","title":"The impact of airway management guided by Protection Motivation Theory on the prevention and prognosis of post-stroke pneumonia","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jiangsu University","keywords":"Pneumonia; Airway; Airway management; Cognition; Respiratory system; Ventilator-associated pneumonia","score_opus":0.017910280501753844,"score_gpt":0.34023037387368377,"score_spread":0.3223200933719299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414340189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724835,0.0001431956,0.0071834405,0.0077513587,0.0008361603,0.00399436,0.000010995291,0.000022784288,0.007574202],"genre_scores_gemma":[0.99373245,0.00024801044,0.0000903734,0.00036096244,0.000010029667,0.0006233759,0.000006053429,0.000008521224,0.0049202098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979562,0.0011147013,0.00040813306,0.00018895061,0.00011568872,0.00021629588],"domain_scores_gemma":[0.9990925,0.00030915454,0.00029095562,0.00023360169,0.0000600091,0.000013781628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011515507,0.000104587365,0.00017143904,0.0001875851,0.0002284499,0.000004776154,0.00016590813,0.000090258276,0.000013915215],"category_scores_gemma":[0.00014310915,0.000061626655,0.000057722293,0.00020550225,0.00010553565,0.000049854327,0.0001203129,0.00028054582,9.2355e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034955547,0.0007273237,0.65854734,0.0006643991,0.0010810371,0.000002534559,0.0013014029,0.0002676542,0.008908107,0.07029275,0.14308321,0.11162867],"study_design_scores_gemma":[0.0020436805,0.0019560242,0.95543116,0.00016382487,0.00013002439,2.6356292e-7,0.0020279458,0.0019397279,0.0009783119,0.029823264,0.0053819055,0.00012383505],"about_ca_topic_score_codex":0.00007111356,"about_ca_topic_score_gemma":0.000013082843,"teacher_disagreement_score":0.29688382,"about_ca_system_score_codex":0.00005502979,"about_ca_system_score_gemma":0.00003844833,"threshold_uncertainty_score":0.2513062},"labels":[],"label_agreement":null},{"id":"W4414398655","doi":"10.1080/17549507.2025.2555248","title":"The late paid price: The lived experience of late radiation associated dysphagia","year":2025,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Lived experience; Dysphagia; Quality of life (healthcare); Patient experience; Health professionals; Quality (philosophy)","score_opus":0.022964633080169848,"score_gpt":0.41561208963691854,"score_spread":0.3926474565567487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414398655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974308,0.0011726958,0.001800311,0.009860899,0.0044721523,0.00036019273,0.000010535051,0.000020320194,0.007994862],"genre_scores_gemma":[0.9840177,0.0007243683,0.00025959103,0.0015054832,0.00023300505,0.00002471204,0.000009787502,0.000010255587,0.0132150855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766004,0.00060813146,0.00089325616,0.00011196119,0.00046127636,0.0002653554],"domain_scores_gemma":[0.9968298,0.0010015562,0.0012730265,0.00020718698,0.0006510799,0.000037327685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074579,0.000119081,0.00022830989,0.00018100481,0.00028987302,0.000027034657,0.00085309736,0.000114161696,0.00028092795],"category_scores_gemma":[0.0010223791,0.000070388516,0.00011260494,0.00020617105,0.00011754254,0.00014678595,0.00023145789,0.00054434146,0.000023465927],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019130523,0.0009632414,0.30705985,0.0001477765,0.005433003,0.0023641004,0.1734674,0.0005753378,0.07949811,0.043418773,0.05653384,0.3286255],"study_design_scores_gemma":[0.006838864,0.00040628924,0.8481563,0.0007062348,0.0003607841,0.000058320482,0.05531067,0.001572915,0.0060478975,0.007506367,0.07266352,0.0003718847],"about_ca_topic_score_codex":0.000058876038,"about_ca_topic_score_gemma":0.0000646725,"teacher_disagreement_score":0.5410964,"about_ca_system_score_codex":0.0002127582,"about_ca_system_score_gemma":0.00021522687,"threshold_uncertainty_score":0.30759642},"labels":[],"label_agreement":null},{"id":"W4414562197","doi":"10.1111/jgs.70119","title":"Utilization of Dysphagia Services Among Older Adults Hospitalized With Pneumonia in a Large Sample of <scp>US</scp> Hospitals","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; Geriatric Research Education and Clinical Center; Agency for Healthcare Research and Quality; U.S. Department of Veterans Affairs","keywords":"Dysphagia; Pneumonia; Quarter (Canadian coin); Geriatrics; MEDLINE; Sample (material)","score_opus":0.007822897910853482,"score_gpt":0.3209529890344046,"score_spread":0.3131300911235511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414562197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953015,0.0003045704,0.0023123554,0.0003964177,0.00046674645,0.0008013511,0.0000347632,0.000013650851,0.00036866855],"genre_scores_gemma":[0.9947271,0.0010943464,0.0031781099,0.0006151509,0.000054200238,0.000022446753,0.0000056484087,0.000022906175,0.000280087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973366,0.00034937556,0.0011519064,0.00018911221,0.00056181697,0.000411134],"domain_scores_gemma":[0.9947018,0.0005411549,0.0037293006,0.00035957264,0.00059789966,0.00007025585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012822144,0.00019836155,0.0007272103,0.00016978593,0.0001843998,0.000013562645,0.0005705354,0.00009416941,0.000017505894],"category_scores_gemma":[0.00017860645,0.00013339317,0.00031451377,0.0019517925,0.00015424028,0.00023793947,0.0002925514,0.00046631304,7.0318197e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057280282,0.000262764,0.9878545,0.00073276536,0.00033309072,0.0000012484355,0.0073411097,0.000093094764,0.00010771335,0.0001950184,0.0027360166,0.00028543972],"study_design_scores_gemma":[0.0026820668,0.00022337327,0.9723921,0.0006931249,0.00024218128,2.7244573e-7,0.021871598,0.00066003634,0.0001141167,0.0002130269,0.0008474938,0.00006064464],"about_ca_topic_score_codex":0.00090182305,"about_ca_topic_score_gemma":0.00011904816,"teacher_disagreement_score":0.015462395,"about_ca_system_score_codex":0.00019547177,"about_ca_system_score_gemma":0.0003768597,"threshold_uncertainty_score":0.5439616},"labels":[],"label_agreement":null},{"id":"W4414642226","doi":"10.1093/9780197805145.003.0012","title":"Why is Being a Patient a Difficult Pill to Swallow?","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Pill; Dignity; Existentialism; Patient care; MEDLINE","score_opus":0.02894541220121519,"score_gpt":0.35841088135284427,"score_spread":0.32946546915162905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414642226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039864768,0.00005756731,0.001272498,0.014163357,0.0017284554,0.0029103651,0.0000438299,0.0002726497,0.97951144],"genre_scores_gemma":[0.00028065185,0.00012354125,0.0012284366,0.108648986,0.00017316086,0.00030223676,0.00008180565,0.000056918423,0.88910425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747103,0.000047375815,0.0007543757,0.0006448344,0.00049364456,0.0005887231],"domain_scores_gemma":[0.9984342,0.0001752481,0.00023381998,0.000656055,0.00027553109,0.00022516373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016564621,0.00045512393,0.0005517989,0.00035010913,0.0004525079,0.000024669966,0.0003107168,0.0004120223,0.01631741],"category_scores_gemma":[0.00003095976,0.00037544794,0.00017247774,0.0000821367,0.000016914948,0.000059920658,0.0009717427,0.0007270789,0.0032686866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015950356,0.000023334149,0.000030476718,0.00025183416,0.0001770998,0.000012517654,0.0010411332,4.7073806e-7,0.000003595359,0.26776877,0.7257819,0.0048929],"study_design_scores_gemma":[0.00036559426,0.00012015216,0.000050227518,0.0011805223,0.00016181004,7.1520326e-8,0.00039036226,0.000016182652,0.0000030440292,0.0039351326,0.9933865,0.0003904052],"about_ca_topic_score_codex":0.00026294714,"about_ca_topic_score_gemma":0.00057011674,"teacher_disagreement_score":0.26760456,"about_ca_system_score_codex":0.00039746126,"about_ca_system_score_gemma":0.00021746663,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W4414823660","doi":"10.1016/j.nmd.2025.105813","title":"563POculopharyngeal muscular dystrophy and dysphagia: preliminary results from a retrospective description of practices in a Canadian care centre","year":2025,"lang":"en","type":"article","venue":"Neuromuscular Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Dysphagia; Myotomy; Oculopharyngeal muscular dystrophy; Muscular dystrophy; Aspiration pneumonia; Achalasia; Psychological intervention; Neuromuscular disease","score_opus":0.016382580532063092,"score_gpt":0.32691446172733896,"score_spread":0.31053188119527586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414823660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96981514,0.001896169,0.000057529232,0.0031578708,0.0007225641,0.0019512917,0.00016677122,0.000053351396,0.0221793],"genre_scores_gemma":[0.9975175,0.0007688222,0.00032714912,0.00039836427,0.000029815303,0.00010023952,0.00020555775,0.00002643751,0.00062609266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724543,0.00061504263,0.00058861467,0.00066753215,0.00028691473,0.00059648853],"domain_scores_gemma":[0.99857813,0.00021427941,0.00042512952,0.00047789997,0.00013498182,0.00016956391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036820947,0.00024438006,0.0003746764,0.0004651541,0.000316318,0.0000234283,0.00022226557,0.000196914,0.00006123958],"category_scores_gemma":[0.0006045286,0.00025217,0.00008821545,0.00057062705,0.00008094844,0.00032470486,0.00017720311,0.00057629246,0.000010910754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009734198,0.00021987467,0.9753789,0.0007979794,0.0003420635,0.00009308376,0.012243575,0.00009444447,0.00041329692,0.0019667551,0.0030188372,0.004457809],"study_design_scores_gemma":[0.0036416415,0.00019574471,0.9578219,0.00030023127,0.0002133425,1.14663756e-7,0.01449453,0.00047919864,0.000010350708,0.0007426212,0.021906815,0.00019351955],"about_ca_topic_score_codex":0.3865748,"about_ca_topic_score_gemma":0.5901608,"teacher_disagreement_score":0.20358597,"about_ca_system_score_codex":0.00040847718,"about_ca_system_score_gemma":0.00051918614,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W4415104083","doi":"10.1016/j.jamda.2025.105912","title":"Nil per os on Admission and Dehydration Are Risk Factors for Delirium in Hospitalized Older Adults With Dementia and Dysphagia","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Delirium; Dysphagia; Dementia; Limiting; Dehydration; Hospital admission","score_opus":0.006696457308836371,"score_gpt":0.33326279251880214,"score_spread":0.32656633520996575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415104083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887653,0.0001602397,0.00086460286,0.008802259,0.0005408182,0.0006639205,0.000006564925,0.000011915934,0.00018436938],"genre_scores_gemma":[0.99688697,0.00048851775,0.00024473254,0.0018682312,0.00006946331,0.000032451702,0.000004074283,0.000011581789,0.00039400457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979284,0.0005642847,0.0005128237,0.00015921867,0.0005950454,0.00024024809],"domain_scores_gemma":[0.9968592,0.0009777836,0.0016804122,0.0000915048,0.00026109305,0.00013002445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350258,0.00013273647,0.0003606098,0.00015063095,0.0002917599,0.000018691384,0.000116914365,0.00009663532,0.000043539643],"category_scores_gemma":[0.0031865193,0.00007659097,0.000059653798,0.00024867608,0.0000451979,0.00011820641,0.000059947044,0.00047012125,5.466127e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033593294,0.00010046082,0.97962075,0.000059273993,0.000225232,8.8874054e-7,0.0009198085,0.0000047620433,0.000017266262,0.000030330151,0.010730345,0.007954917],"study_design_scores_gemma":[0.0027679063,0.00023319467,0.99107385,0.0008696493,0.00024036586,1.3727141e-7,0.0018768898,0.00060214195,0.000030287103,0.00010227925,0.0021206639,0.000082623395],"about_ca_topic_score_codex":0.00029524448,"about_ca_topic_score_gemma":0.00029535213,"teacher_disagreement_score":0.011453078,"about_ca_system_score_codex":0.0003874759,"about_ca_system_score_gemma":0.00019199346,"threshold_uncertainty_score":0.38147914},"labels":[],"label_agreement":null},{"id":"W4415299526","doi":"10.3390/jimaging11100368","title":"Unsupervised Segmentation of Bolus and Residue in Videofluoroscopy Swallowing Studies","year":2025,"lang":"en","type":"article","venue":"Journal of Imaging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Vector Institute; Canada Research Chairs; University of Toronto","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh","keywords":"Segmentation; Pattern recognition (psychology); Swallowing; Bolus (digestion); Autoencoder; Unsupervised learning; Deep learning; Convolutional neural network","score_opus":0.03586500070664759,"score_gpt":0.4738188125208922,"score_spread":0.4379538118142446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415299526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810973,0.0057181846,0.0027050786,0.0058356253,0.0008713288,0.0003072153,5.853461e-7,0.000008252943,0.0034564508],"genre_scores_gemma":[0.9922247,0.0010829372,0.005257173,0.000871559,0.000043168853,0.0000064266187,4.4765332e-7,0.0000060096568,0.00050757284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987938,0.00018893648,0.0006435611,0.0000731155,0.00014998343,0.00015060815],"domain_scores_gemma":[0.9991844,0.0002695376,0.00029866115,0.000066206114,0.00015722186,0.00002392447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011008506,0.00006712542,0.0002535299,0.0003374265,0.000107631786,0.00000791798,0.00007323785,0.000018201801,0.000016091446],"category_scores_gemma":[0.00015264464,0.00005638071,0.000031166503,0.00018294308,0.000024959763,0.00029574512,0.00009689508,0.0002189861,8.1365204e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008280326,0.00003990965,0.9629557,0.00060941395,0.00014552278,0.000025395777,0.0046600224,0.00002677479,0.013949758,0.0007444407,0.0063580014,0.010402255],"study_design_scores_gemma":[0.007468747,0.00009333854,0.81302005,0.0061204867,0.0002867001,0.0000024828018,0.15722544,0.0008123749,0.0064770724,0.0057110814,0.0025999516,0.00018227995],"about_ca_topic_score_codex":0.000058301743,"about_ca_topic_score_gemma":0.000042839118,"teacher_disagreement_score":0.15256542,"about_ca_system_score_codex":0.00014292545,"about_ca_system_score_gemma":0.000119653494,"threshold_uncertainty_score":0.22991388},"labels":[],"label_agreement":null},{"id":"W4415306737","doi":"10.3390/nu17203259","title":"Clinical and Economic Impact in Dysphagia Management: A Preliminary Economic Evaluation for the WeanCare-Dysphameal Approach","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dysphagia; Economic evaluation; Economic impact analysis; Clinical trial; Cost–benefit analysis; Sustainability; Economic analysis; Basal metabolic rate","score_opus":0.06301123598851169,"score_gpt":0.48314522196984283,"score_spread":0.4201339859813311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415306737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8785073,0.0017889919,0.005642695,0.0019462869,0.0055579823,0.019954242,0.00010701648,0.00012021306,0.086375274],"genre_scores_gemma":[0.99079907,0.00065575493,0.0008128233,0.0005589313,0.00016730654,0.0028117527,0.00009327876,0.000022925362,0.0040781493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976666,0.0003955359,0.00081067975,0.00051685126,0.00013216832,0.00047819162],"domain_scores_gemma":[0.99854565,0.0006714386,0.00022518066,0.00044478706,0.000038611648,0.000074308606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033893804,0.00019681481,0.00032505445,0.00021063001,0.00040419004,0.000033547076,0.00030281342,0.00015607916,0.00013122187],"category_scores_gemma":[0.000043838925,0.0001522138,0.00011022822,0.000107173844,0.00007878427,0.00019290755,0.0003273932,0.0003082548,0.000078472505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015079047,0.000286141,0.78834754,0.0005717166,0.0008434389,0.0000014142197,0.000609933,0.00090273196,4.8288865e-7,0.031743143,0.081731625,0.09345391],"study_design_scores_gemma":[0.011361897,0.00019783273,0.82548356,0.00013081438,0.0004637909,2.1455769e-7,0.0021722761,0.1146718,0.0000014020535,0.0053987247,0.03991738,0.00020033523],"about_ca_topic_score_codex":0.0001543622,"about_ca_topic_score_gemma":0.00006963237,"teacher_disagreement_score":0.11376906,"about_ca_system_score_codex":0.0008471187,"about_ca_system_score_gemma":0.00031524702,"threshold_uncertainty_score":0.6207099},"labels":[],"label_agreement":null},{"id":"W4416030477","doi":"10.14309/01.ajg.0001131572.58635.73","title":"S1028 Is Peroral Endoscopic Myotomy Superior to Septotomy for Zenker’s Diverticulum? A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Myotomy; Funnel plot; Adverse effect; Meta-analysis; Confidence interval; Cochrane Library; Publication bias; Endoscopy","score_opus":0.039941785469424666,"score_gpt":0.40971425108916,"score_spread":0.3697724656197353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416030477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7190835,0.010890497,0.054371335,0.20485386,0.00046818706,0.009962116,0.00008807656,0.00004312579,0.00023928593],"genre_scores_gemma":[0.89708465,0.0005442619,0.0022975595,0.09713691,0.00003247629,0.0007479502,0.0000021453857,0.000014837475,0.0021392119],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9967279,0.0012914416,0.0011110927,0.0002086943,0.00019514366,0.000465729],"domain_scores_gemma":[0.99781495,0.00038553,0.0009795,0.00039906675,0.00028588323,0.00013507731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015666985,0.00020773438,0.0028938637,0.0003246253,0.00026338064,0.000017913188,0.00047483778,0.000022710869,0.00028409928],"category_scores_gemma":[0.00013446808,0.00011537883,0.00073010754,0.00045724973,0.00013442001,0.000077053395,0.00025087068,0.00027541936,0.000012755502],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027377093,0.00035008448,0.2439683,0.08541557,0.5961803,0.00002927787,0.0045015225,0.000037569178,0.000048192673,0.0009614132,0.06568118,0.0000888844],"study_design_scores_gemma":[0.001489266,0.004330984,0.031925622,0.0014660051,0.9539562,0.000004993646,0.004438078,0.000073080795,0.0000040086597,0.00013490867,0.0020422311,0.00013465995],"about_ca_topic_score_codex":0.00004797208,"about_ca_topic_score_gemma":0.00005845243,"teacher_disagreement_score":0.35777587,"about_ca_system_score_codex":0.00007976716,"about_ca_system_score_gemma":0.00006292818,"threshold_uncertainty_score":0.4705012},"labels":[],"label_agreement":null},{"id":"W4416070734","doi":"10.14309/01.ajg.0001131680.69021.dc","title":"S1055 Efficacy and Safety of Peroral Endoscopic Myotomy for the Treatment of Esophageal Diverticula: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Myotomy; Adverse effect; Meta-analysis; Achalasia; Funnel plot; Confidence interval; Dysphagia; Systematic review; MEDLINE","score_opus":0.07017901005409492,"score_gpt":0.4348229859320079,"score_spread":0.364643975877913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416070734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002471507,0.9919826,0.0013267659,0.0013373062,0.000093157585,0.0049113194,0.00009119952,0.000003276757,0.0000072592916],"genre_scores_gemma":[0.0034549057,0.9948699,0.00032737275,0.0005422672,0.000028923057,0.0005249945,0.000007379082,0.000014983654,0.00022930105],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99382305,0.0031561127,0.0022720513,0.00020999975,0.0002115913,0.0003272194],"domain_scores_gemma":[0.9899095,0.004071349,0.005211483,0.00053428975,0.00019868088,0.00007467663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001652398,0.0003615688,0.009925139,0.00028182613,0.00018336896,0.0000059980166,0.00046606656,0.000044903474,0.00005079743],"category_scores_gemma":[0.00014388091,0.00014587253,0.001802628,0.00034617304,0.00039626088,0.000031581887,0.00016340546,0.0002649111,5.797265e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000703272,0.00027131845,0.0007759563,0.54546577,0.44596747,0.0000076254537,0.00052895345,0.0000045658667,4.2751246e-8,0.0001407263,0.0002514247,0.0058828862],"study_design_scores_gemma":[0.00093599147,0.0044773025,0.0005611801,0.012095747,0.9770256,0.0000056408935,0.0003280034,0.000004130127,2.8092087e-8,0.0000068385334,0.0045056585,0.000053833202],"about_ca_topic_score_codex":0.00003548212,"about_ca_topic_score_gemma":0.000021228028,"teacher_disagreement_score":0.53337,"about_ca_system_score_codex":0.00008913402,"about_ca_system_score_gemma":0.00013103372,"threshold_uncertainty_score":0.6784627},"labels":[],"label_agreement":null},{"id":"W4416070829","doi":"10.14309/01.ajg.0001131676.31511.05","title":"S1054 The Role of Peroral Endoscopic Myotomy in the Management of Zenker’s Diverticulum: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Myotomy; Dysphagia; Meta-analysis; Funnel plot; Adverse effect; Confidence interval; Cricopharyngeal myotomy; MEDLINE","score_opus":0.051137493998510516,"score_gpt":0.41856486625317585,"score_spread":0.3674273722546653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416070829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000246404,0.9933239,0.00016007143,0.0023436002,0.000063411586,0.0035929882,0.00002220918,0.0000029722585,0.0002444343],"genre_scores_gemma":[0.0097382795,0.98719275,0.00018721481,0.0020924425,0.000015648617,0.0005281039,0.0000041525063,0.000013586079,0.00022783598],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9879415,0.008351812,0.002657555,0.00020620912,0.000444745,0.00039820155],"domain_scores_gemma":[0.99201256,0.0010238424,0.005897115,0.00087737956,0.00014466235,0.000044424905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004715039,0.00034955936,0.0076936316,0.00040247367,0.00013076859,0.000009200616,0.0015887442,0.000041828273,0.00009913933],"category_scores_gemma":[0.000049153205,0.0001313992,0.0016544482,0.00093012076,0.0003532447,0.000045518376,0.0005396299,0.00078551745,0.0000029603805],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013928553,0.00019156098,0.0018294798,0.69680315,0.2958939,0.000026259979,0.00093563175,0.0000051309958,3.0053783e-8,0.00092973583,0.000578977,0.0026668315],"study_design_scores_gemma":[0.00030348997,0.00085871515,0.0006672907,0.031927735,0.9537927,0.000007575954,0.005364566,0.0000031814936,1.37137e-8,0.00008090125,0.006926777,0.000067064946],"about_ca_topic_score_codex":0.00008391899,"about_ca_topic_score_gemma":0.000054960645,"teacher_disagreement_score":0.66487545,"about_ca_system_score_codex":0.00006968399,"about_ca_system_score_gemma":0.000086989094,"threshold_uncertainty_score":0.5358304},"labels":[],"label_agreement":null},{"id":"W4416292164","doi":"10.1186/s12877-025-06641-x","title":"Screening cognitive decline in older adults using umami hypogeusia and oral diadochokinesis: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Cognitive decline; Clinical trial; Cognitive impairment; Cognition; MEDLINE; Healthy aging","score_opus":0.06693164694570711,"score_gpt":0.44751459121941367,"score_spread":0.38058294427370654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416292164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803288,0.00025076122,0.015381309,0.000042317643,0.00083145377,0.0022094108,0.000016426662,0.00007370058,0.000865852],"genre_scores_gemma":[0.99438184,0.000027993583,0.003631001,0.00034564038,0.00014005214,0.00021717252,0.000025156329,0.000020876078,0.0012102821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977907,0.00035824417,0.0006782691,0.00045668252,0.00028264447,0.00043348168],"domain_scores_gemma":[0.9987633,0.0006027585,0.00020207198,0.00016172549,0.00019981166,0.000070287264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097033655,0.00019484558,0.00028355626,0.00044314135,0.00051354966,0.00006752628,0.00012786576,0.00014119995,0.00009325396],"category_scores_gemma":[0.00034055562,0.00019147086,0.00004541079,0.0008322841,0.000033873985,0.00021270354,0.00054307777,0.00034626867,0.000011335243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032652137,0.00033918998,0.99705845,0.00023193807,0.000048304206,0.000011887171,0.000663959,0.000038652535,0.000004515215,0.0001945329,0.00008356498,0.0009985092],"study_design_scores_gemma":[0.007677534,0.000050613893,0.98358256,0.00023622235,0.0000914306,3.8078485e-7,0.004947228,0.002986043,0.0000011736138,0.00011855046,0.00014050024,0.00016776082],"about_ca_topic_score_codex":0.0012798727,"about_ca_topic_score_gemma":0.0025019716,"teacher_disagreement_score":0.014053057,"about_ca_system_score_codex":0.00012478021,"about_ca_system_score_gemma":0.00023011473,"threshold_uncertainty_score":0.78079545},"labels":[],"label_agreement":null},{"id":"W4416452510","doi":"10.1101/2025.11.19.25340633","title":"Elevated plasma neurofilament light chain protein in alcohol use, anorexia nervosa, mania, psychosis and other acute psychiatric disorder presentations","year":2025,"lang":"","type":"preprint","venue":"medRxiv","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Medical Research Council; HORIZON EUROPE Framework Programme; Hjärnfonden; University College London; National Institute for Health and Care Research; EU Joint Programme – Neurodegenerative Disease Research; Alzheimer's Association; UK Dementia Research Institute; Vetenskapsrådet; Australian Government; Cure Alzheimer's Fund; European Commission; Familjen Erling-Perssons Stiftelse; Stiftelsen för Gamla Tjänarinnor; Alzheimer's Drug Discovery Foundation","keywords":"Psychosis; Glial fibrillary acidic protein; Anorexia; Depression (economics); Alcohol; Lithium (medication); Schizophrenia (object-oriented programming); Alcohol use disorder; Neurofilament","score_opus":0.040064181835160625,"score_gpt":0.37186332153296536,"score_spread":0.3317991396978047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416452510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414864,0.00060297427,0.0015830625,0.017110297,0.0049889064,0.022770703,0.00040829668,0.00028625515,0.010763097],"genre_scores_gemma":[0.8762743,0.0050744405,0.0075584697,0.0043683,0.00055983616,0.012438365,0.0005415868,0.0003280717,0.09285666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98816824,0.0028258574,0.0030398464,0.0028879142,0.001088653,0.0019894955],"domain_scores_gemma":[0.99503803,0.00048293994,0.0015042701,0.0021992503,0.000245526,0.0005299984],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015883804,0.001578465,0.0015805362,0.0020982472,0.0010924928,0.00035871673,0.0013023891,0.0011917886,0.0017847037],"category_scores_gemma":[0.00013376128,0.0015762701,0.0003722053,0.0024161027,0.0001730167,0.0005013606,0.0019619071,0.003325695,0.000252842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005407218,0.0016079617,0.97219855,0.0025229098,0.0013134825,0.000052268464,0.0024267659,0.0001570083,0.00038499053,0.006611303,0.00978124,0.0024027766],"study_design_scores_gemma":[0.0075036855,0.00033197575,0.8466003,0.0018398502,0.0012001592,0.00000209226,0.0011326224,0.009463779,0.000053522668,0.0015250713,0.1287371,0.0016098223],"about_ca_topic_score_codex":0.004267878,"about_ca_topic_score_gemma":0.010400734,"teacher_disagreement_score":0.12559827,"about_ca_system_score_codex":0.00027099767,"about_ca_system_score_gemma":0.0004793885,"threshold_uncertainty_score":0.9996963},"labels":[],"label_agreement":null},{"id":"W4416879348","doi":"10.1016/j.compbiomed.2025.111361","title":"Automated detection of chewing movements in videofluoroscopic swallowing studies using deep learning for landmark detection and motion analysis","year":2025,"lang":"en","type":"article","venue":"Computers in Biology and Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Mastication; Landmark; Segmentation; Deep learning; Motion analysis","score_opus":0.043930269073353505,"score_gpt":0.4581775290645605,"score_spread":0.414247259991207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416879348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7993705,0.0009752218,0.19858271,0.00008312192,0.00057508127,0.00034908557,1.3950883e-7,0.000030329476,0.00003375766],"genre_scores_gemma":[0.9985058,0.00037290197,0.00088256254,0.00013927933,0.000027610868,0.00003543346,0.0000074831155,0.0000027834626,0.0000261621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990688,0.00021463503,0.00034774526,0.00018256997,0.000030348698,0.0001558956],"domain_scores_gemma":[0.99939895,0.00037786431,0.000119447934,0.00004952374,0.00003929492,0.000014928262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008427896,0.0000778926,0.00033226763,0.0005987028,0.00017838454,0.0000013040957,0.000027992643,0.00008982698,0.0000011638776],"category_scores_gemma":[0.00014748206,0.0000657239,0.000015839421,0.00042318684,0.00005569605,0.000043279077,0.000072449446,0.0001393773,3.8417777e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081897924,0.000020078049,0.9141925,0.0005796178,0.00051110977,8.6989166e-7,0.0028867505,0.000699891,0.026039507,0.00016781312,0.0000031286709,0.05481683],"study_design_scores_gemma":[0.0026357665,0.00016781928,0.6130864,0.0006544278,0.00021544637,9.84402e-8,0.0044599497,0.3773988,0.00025905418,0.0009859481,0.00007356451,0.000062719],"about_ca_topic_score_codex":0.00021326664,"about_ca_topic_score_gemma":0.0005740892,"teacher_disagreement_score":0.3766989,"about_ca_system_score_codex":0.0001036305,"about_ca_system_score_gemma":0.00000793701,"threshold_uncertainty_score":0.26801428},"labels":[],"label_agreement":null},{"id":"W4416964941","doi":"10.1109/embc58623.2025.11253437","title":"Best practices for tracing the palate in ultrasound images","year":2025,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; École de Technologie Supérieure","funders":"","keywords":"Tracing; Reproducibility; Swallowing; Tongue; Motion (physics); Task (project management); Ultrasound; Position (finance)","score_opus":0.09439636989169395,"score_gpt":0.5067676317869085,"score_spread":0.41237126189521456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416964941","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03589951,0.0001677118,0.01247642,0.034614462,0.0010709806,0.0027705885,0.0000052601704,0.00008144409,0.9129136],"genre_scores_gemma":[0.6653943,0.00017126936,0.0018194094,0.0031556564,0.000071798575,0.0006179929,0.0000066904063,0.000008114313,0.32875475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991038,0.00014672561,0.00025542188,0.00014819624,0.00007420721,0.0002716431],"domain_scores_gemma":[0.99702823,0.0025637883,0.0001702251,0.00017678682,0.000044203214,0.000016766646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010482388,0.00007248893,0.00010297464,0.00006892537,0.00041999275,0.000027175063,0.00014378657,0.000047540947,0.0002711184],"category_scores_gemma":[0.00045457072,0.000044377044,0.0000283217,0.00016963032,0.000018358038,0.00018508265,0.000059021677,0.0002168274,0.00006364721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015030542,0.00040643415,0.32207194,0.0013967841,0.00026341935,0.000005072465,0.0040906034,0.000057570156,0.0023548636,0.269671,0.37494025,0.02459178],"study_design_scores_gemma":[0.0022224935,0.00006323465,0.12697285,0.0003894193,0.0001716658,2.0379763e-7,0.05173146,0.00036118669,0.0002900482,0.011514188,0.8060769,0.00020638708],"about_ca_topic_score_codex":0.0008446242,"about_ca_topic_score_gemma":0.002397735,"teacher_disagreement_score":0.6294948,"about_ca_system_score_codex":0.000052041905,"about_ca_system_score_gemma":0.00009348607,"threshold_uncertainty_score":0.3230287},"labels":[],"label_agreement":null},{"id":"W4417289023","doi":"10.59686/jtwb.v4i1.238","title":"Pengaruh Effortfull Swallow Manuver terhadap Peningkatan Fungsi Menelan pada Pasien Disfagia Paska Stroke di Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo Jakarta","year":2025,"lang":"","type":"article","venue":"Jurnal Terapi Wicara dan Bahasa","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"McNemar's test; Swallowing; Dysphagia; Stroke (engine); Test (biology); Rehabilitation; General hospital","score_opus":0.027311945895961903,"score_gpt":0.34379980619102746,"score_spread":0.31648786029506554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417289023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8408106,0.0033951106,0.0027198708,0.031674214,0.018483566,0.0084097935,0.00087032624,0.0007374194,0.09289908],"genre_scores_gemma":[0.8477788,0.0011562536,0.0008205886,0.0071196537,0.0016291561,0.00070469204,0.0010223862,0.0002713769,0.13949707],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831863,0.0020005957,0.004236,0.0030663454,0.0031085457,0.0044022356],"domain_scores_gemma":[0.9913258,0.0015350368,0.0018824196,0.0029429288,0.00060725474,0.0017065593],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0027994576,0.0024241162,0.002577763,0.0014361702,0.004272887,0.001039757,0.0031438316,0.0013294076,0.0053513935],"category_scores_gemma":[0.00022418353,0.0022686839,0.0014240051,0.0013740226,0.00062288385,0.0018272436,0.0035018362,0.005145407,0.0009171409],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029753256,0.0030811604,0.5063111,0.003324807,0.006550808,0.0014304743,0.0068080486,0.000077992234,0.004641908,0.025280168,0.39685234,0.042665828],"study_design_scores_gemma":[0.007994809,0.00094255444,0.4657612,0.0030070895,0.0017053648,0.000027939157,0.0070482194,0.0013867551,0.00036895965,0.0010217377,0.5086182,0.0021172015],"about_ca_topic_score_codex":0.00032633686,"about_ca_topic_score_gemma":0.0006500964,"teacher_disagreement_score":0.11176582,"about_ca_system_score_codex":0.0019734222,"about_ca_system_score_gemma":0.0015106961,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W4417507059","doi":"10.1111/1460-6984.70167","title":"Prevalence of Self‐Reported Oropharyngeal Dysphagia and Associated Factors in Iranian Patients With Head and Neck Cancer","year":2025,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital","funders":"","keywords":"Dysphagia; Oropharyngeal dysphagia; Head and neck cancer; Multidisciplinary approach; Rehabilitation; Quality of life (healthcare); MEDLINE","score_opus":0.015391855268919277,"score_gpt":0.380976950054862,"score_spread":0.3655850947859427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417507059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958119,0.0013273167,0.00004652338,0.0010490742,0.0001582018,0.00029875344,0.000020153699,0.000010835482,0.0012772643],"genre_scores_gemma":[0.99668664,0.0024110358,0.00035230775,0.00019081809,0.0000056437566,0.000012499731,0.00002163062,0.000007425446,0.0003120084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987568,0.00021652058,0.0005443356,0.00009131687,0.00027995114,0.00011104617],"domain_scores_gemma":[0.998544,0.00022609132,0.00068316824,0.00015316888,0.00035822758,0.000035392877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003272763,0.000091792936,0.00018315001,0.00023177444,0.00007530794,0.00001227745,0.0003061648,0.00005143086,0.0001022912],"category_scores_gemma":[0.00013055123,0.00007432303,0.00002281591,0.00014260087,0.000052616593,0.0002401577,0.00015239831,0.00027900605,2.5940872e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010878854,0.0002530259,0.98993844,0.00008306809,0.00038339125,0.0000016777653,0.0061773197,0.000014334699,0.00002107179,0.00022062071,0.00014415068,0.0026541161],"study_design_scores_gemma":[0.0030439065,0.00006382381,0.9930756,0.00069046614,0.000081866536,1.551512e-7,0.002456854,0.00009670915,0.000006771008,0.00009709792,0.00032667778,0.000060042083],"about_ca_topic_score_codex":0.0009078722,"about_ca_topic_score_gemma":0.0024338798,"teacher_disagreement_score":0.0037204656,"about_ca_system_score_codex":0.00014968599,"about_ca_system_score_gemma":0.00013028887,"threshold_uncertainty_score":0.30308053},"labels":[],"label_agreement":null},{"id":"W4417521373","doi":"10.1002/mdc3.70473","title":"The Spectrum of Abnormal Tongue Movements: Review of Phenomenology, Etiology, and Differential Diagnosis","year":2025,"lang":"en","type":"review","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Tongue; Differential diagnosis; Floor of mouth; Phenomenology (philosophy); Oral cavity","score_opus":0.0789546761764234,"score_gpt":0.5215491529356454,"score_spread":0.44259447675922203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417521373","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038362687,0.9536368,0.0002487891,0.0085790455,0.0024101194,0.0059017856,0.00010732538,0.000033897126,0.029078376],"genre_scores_gemma":[0.000006688085,0.987395,0.00019579966,0.0069639664,0.00016126559,0.0018795057,0.0001608636,0.000040421466,0.0031964737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884082,0.0047477377,0.004860702,0.00075870124,0.00051312585,0.0007115129],"domain_scores_gemma":[0.97057784,0.023266265,0.004746996,0.0010822726,0.00020371113,0.0001229494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059537548,0.00056755176,0.0030304687,0.00016746236,0.00049404043,0.000014652376,0.00088339386,0.0005383567,0.00067756715],"category_scores_gemma":[0.0066077174,0.00037967422,0.0006834156,0.00044206233,0.0005574076,0.00016337697,0.0016876213,0.0017365351,0.000028900893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007674061,0.0010671862,0.0012261962,0.15843989,0.0024460126,0.0000019676147,0.000038275637,7.306397e-8,1.3082019e-8,0.022578502,0.033721678,0.7804035],"study_design_scores_gemma":[0.0009658024,0.0004107137,0.000460576,0.048381813,0.0037703046,8.93971e-8,0.00051972736,0.0000014529301,3.3637264e-8,0.0022329544,0.94298744,0.00026908037],"about_ca_topic_score_codex":0.00024708427,"about_ca_topic_score_gemma":0.00021303726,"teacher_disagreement_score":0.90926576,"about_ca_system_score_codex":0.00012050491,"about_ca_system_score_gemma":0.0006063175,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W59796600","doi":"","title":"Methods of functional outcomes assessment following treatment of oral and oropharyngeal cancer: review of the literature.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Gynecology; Medicine; Philosophy","score_opus":0.12162286022876972,"score_gpt":0.4637738858173709,"score_spread":0.34215102558860117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59796600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75449026,0.15926771,0.0015712328,0.016376918,0.008683042,0.017467836,0.00020639181,0.000072694245,0.04186392],"genre_scores_gemma":[0.9221762,0.053246487,0.0058221174,0.0010708921,0.000060264872,0.0048125223,0.000027612194,0.000025139563,0.012758807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998249,0.00051554554,0.00056300184,0.00015881771,0.00028375574,0.00022987787],"domain_scores_gemma":[0.9988948,0.0002847656,0.00040453818,0.00025855776,0.00010135958,0.000055954813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076193555,0.00012962625,0.00057842524,0.000057344736,0.00014320754,0.0000015664131,0.000099155455,0.000049552546,0.00009625956],"category_scores_gemma":[0.00006291501,0.000073963434,0.00019728726,0.00023626247,0.000054604403,0.000082768616,0.00010396211,0.00009870618,2.8138857e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036065787,0.00030902954,0.860366,0.004601803,0.00080601365,0.0000026840976,0.00077492266,0.0000023095372,0.00006609339,0.001959123,0.00358142,0.12749457],"study_design_scores_gemma":[0.0011337337,0.00003697921,0.98059475,0.00069526467,0.0002966356,4.0521383e-7,0.00009701419,0.000006020646,0.00010557267,0.000070081885,0.016901957,0.000061589686],"about_ca_topic_score_codex":0.00030184005,"about_ca_topic_score_gemma":0.000044090684,"teacher_disagreement_score":0.1676859,"about_ca_system_score_codex":0.00014867187,"about_ca_system_score_gemma":0.00016397548,"threshold_uncertainty_score":0.30161414},"labels":[],"label_agreement":null},{"id":"W6887718457","doi":"10.17605/osf.io/m6hns","title":"Current understanding of Orofacial Myofunctional Therapy effectiveness. A Scoping review","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Current (fluid); Oral health; Oral hygiene","score_opus":0.12833324899816329,"score_gpt":0.44064517089655947,"score_spread":0.3123119218983962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6887718457","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07905012,0.00036436302,0.031724036,0.0016276889,0.006345975,0.017330851,0.000040630093,0.0010042938,0.86251205],"genre_scores_gemma":[0.7625648,0.1174948,0.00060484075,0.0015102095,0.00075106043,0.008576792,0.00033563422,0.00026321475,0.10789865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950959,0.0017765133,0.0008483821,0.0011442369,0.00058666774,0.0005482999],"domain_scores_gemma":[0.99632496,0.0015146086,0.0004591451,0.0014027411,0.00016180248,0.00013676436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010107601,0.00025535797,0.0005801877,0.00024038106,0.0005147767,0.000017077391,0.0005121932,0.0001283349,0.25719106],"category_scores_gemma":[0.0012901342,0.0002518307,0.00020980841,0.00064744824,0.000097558644,0.00021603244,0.0011118081,0.0005466287,0.36122927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011813301,0.0012603384,0.47633165,0.099420115,0.0015656115,0.000036528647,0.0041554216,0.0008968223,0.0042435946,0.08532231,0.24059452,0.084991746],"study_design_scores_gemma":[0.010215481,0.000020410916,0.44406927,0.20079452,0.000596674,0.0000054741345,0.002475295,0.0009135338,0.0018392743,0.052489515,0.28458315,0.0019974033],"about_ca_topic_score_codex":0.000055923374,"about_ca_topic_score_gemma":0.000020178224,"teacher_disagreement_score":0.7546134,"about_ca_system_score_codex":0.0005425425,"about_ca_system_score_gemma":0.0005086683,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W6887743210","doi":"10.17605/osf.io/xgb9q","title":"Evaluation Tools and Outcome Measures used to assess Dysphagia in adults with Disorders of Consciousness secondary to Acquired Brain Injury: A Scoping Review protocol","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Dysphagia; Swallowing; Protocol (science); Persistent vegetative state; Population; Consciousness; Systematic review","score_opus":0.07965931327616542,"score_gpt":0.44042271083564255,"score_spread":0.3607633975594771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6887743210","genre_codex":"other","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089898583,0.000015741341,0.00087944604,0.0014161837,0.00026544038,0.35177907,0.00011964061,0.00017896325,0.6444465],"genre_scores_gemma":[0.0024434666,0.00014786696,0.0013357854,0.0022973723,0.000056805133,0.62704986,0.00013343505,0.00045213994,0.3660833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892315,0.004468574,0.0016379819,0.0023877986,0.0015719371,0.0007021575],"domain_scores_gemma":[0.9945503,0.0008025972,0.0011882245,0.0028726435,0.00028070778,0.00030551924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.018252393,0.0006069535,0.0014333922,0.00073312345,0.00023411853,0.000049384984,0.0010332686,0.0003157441,0.5155086],"category_scores_gemma":[0.004654348,0.00060146564,0.000109481014,0.0007382386,0.000098697616,0.00023476206,0.0026424252,0.0007464353,0.022764977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017942794,0.00091022614,0.22972059,0.10725135,0.0010211307,0.0000201702,0.006938325,0.00024100642,0.00015623763,0.0005405094,0.51661295,0.1347932],"study_design_scores_gemma":[0.010914885,0.000063238585,0.049089853,0.1457552,0.0007427589,0.0000023290752,0.0024675927,0.00006512638,0.00006454509,0.00039265506,0.7883917,0.0020501323],"about_ca_topic_score_codex":0.0007825529,"about_ca_topic_score_gemma":0.0138107,"teacher_disagreement_score":0.49274358,"about_ca_system_score_codex":0.0007587104,"about_ca_system_score_gemma":0.0016458038,"threshold_uncertainty_score":0.9996437},"labels":[],"label_agreement":null},{"id":"W6901925954","doi":"10.6084/m9.figshare.19221127","title":"Additional file 1 of Psychometric properties of patient-reported outcome measures for dysphagia in head and neck cancer: a systematic review protocol using COSMIN methodology","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Dysphagia; Protocol (science); Head (geology); Reliability (semiconductor); Outcome (game theory); Head and neck","score_opus":0.41167877802041547,"score_gpt":0.5226679034683399,"score_spread":0.11098912544792444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901925954","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01796965,0.002094463,0.00013714345,0.00046408697,0.00037618788,0.87800336,0.09775449,0.000008069935,0.0031925254],"genre_scores_gemma":[0.0024397352,0.000013914318,0.031408347,0.00030146347,0.000011483314,0.96217495,0.001238928,0.000023785982,0.0023873744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965358,0.0011775722,0.0014788117,0.000262727,0.00031420175,0.00023090476],"domain_scores_gemma":[0.99701554,0.0010808356,0.001429951,0.00024240685,0.00018950415,0.00004174864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017593752,0.00012908013,0.0009135126,0.00025912566,0.00019528654,0.000006683496,0.00024418533,0.000041188472,0.22414058],"category_scores_gemma":[0.0020177702,0.00010230455,0.00005579677,0.0005911116,0.000035298603,0.00010915757,0.00036613952,0.0001691482,0.0000038740263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008452825,0.00087892154,0.0072128423,0.45855868,0.00070354535,0.000007240355,0.0020445667,0.00004475189,0.00021711357,0.00004761378,0.5190633,0.010376151],"study_design_scores_gemma":[0.009313346,0.0018209321,0.0061732414,0.2401179,0.0013699672,0.000015396497,0.009698161,0.0011693272,0.00019196699,0.00020938419,0.7290769,0.00084346323],"about_ca_topic_score_codex":0.0002885468,"about_ca_topic_score_gemma":0.00019392434,"teacher_disagreement_score":0.22413671,"about_ca_system_score_codex":0.00016308039,"about_ca_system_score_gemma":0.00043148224,"threshold_uncertainty_score":0.77656865},"labels":[],"label_agreement":null},{"id":"W6902031203","doi":"10.6084/m9.figshare.19221127.v1","title":"Additional file 1 of Psychometric properties of patient-reported outcome measures for dysphagia in head and neck cancer: a systematic review protocol using COSMIN methodology","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Dysphagia; Protocol (science); Head (geology); Reliability (semiconductor); Outcome (game theory); Head and neck","score_opus":0.4183081497786524,"score_gpt":0.49411870505918215,"score_spread":0.07581055528052977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902031203","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008929418,0.0010134464,0.0000024178325,0.000049200265,0.000044701912,0.13100891,0.8675954,0.000018550647,0.00017811084],"genre_scores_gemma":[0.0005277328,0.0000040172336,0.0018467352,0.000416671,0.000012555891,0.90658367,0.090126626,0.000021112925,0.00046088814],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99706566,0.000856488,0.001263362,0.00022508834,0.00034758062,0.00024183602],"domain_scores_gemma":[0.9965857,0.0014914616,0.0013802104,0.00021858372,0.0002824853,0.000041545693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046726628,0.00013585304,0.0007778063,0.0002876311,0.0001735834,0.0000029642301,0.00014888724,0.00004878556,0.78448606],"category_scores_gemma":[0.008188934,0.00011046422,0.000076801945,0.00062278466,0.00000909788,0.00007202995,0.00021374327,0.00019592248,0.000008421658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046999525,0.0000740817,0.00022076214,0.31606865,0.00007503641,0.0000010699289,0.00012124476,0.0000073420574,0.000005961073,0.000003995177,0.68321306,0.00016180625],"study_design_scores_gemma":[0.0024458102,0.0005498418,0.0037718257,0.5247901,0.00027623467,0.0000057088655,0.0013016625,0.0006652992,0.00002583634,0.00006121658,0.4657367,0.0003697564],"about_ca_topic_score_codex":0.00006438488,"about_ca_topic_score_gemma":0.000053338106,"teacher_disagreement_score":0.78447765,"about_ca_system_score_codex":0.00016932326,"about_ca_system_score_gemma":0.00033573256,"threshold_uncertainty_score":0.98035103},"labels":[],"label_agreement":null},{"id":"W6902215581","doi":"10.6084/m9.figshare.20138353","title":"Additional file 2 of Development and validation of the ND10 to measure neck-related functional disability","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Measure (data warehouse); Cognition; Cognitive interview; Data file; Item response theory; Cognitive disabilities","score_opus":0.08011599383250893,"score_gpt":0.3294109356147809,"score_spread":0.24929494178227196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902215581","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027832638,0.000004466865,5.841295e-7,0.00026882146,0.00008243192,0.00058678904,0.98887056,0.00001610394,0.0073869987],"genre_scores_gemma":[0.077840894,3.7304932e-8,0.00025252748,0.00022128498,0.000025650394,0.003940582,0.91210204,0.000008070637,0.0056088995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989835,0.00015230791,0.0002662995,0.0001285997,0.00036247974,0.00010679247],"domain_scores_gemma":[0.99894387,0.00059668545,0.00018062108,0.00013563894,0.00010933011,0.00003384883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000097727745,0.0000586507,0.00008731014,0.000024150682,0.0004117268,0.0000020364228,0.00010199934,0.000029153236,0.9945495],"category_scores_gemma":[0.00079072337,0.00004715365,0.000030207737,0.00020039716,0.000007378801,0.000043510256,0.00043321535,0.00016369927,0.00022489925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011573931,0.00005184767,0.00041855953,0.00011093121,0.000024434254,8.653976e-8,0.00028429023,0.00005069243,0.0000039165866,0.000054546155,0.99814653,0.00084257836],"study_design_scores_gemma":[0.00013691717,0.000015434698,0.22235608,0.0003501161,0.0000043518166,1.2268167e-7,0.00039874934,0.000018824923,0.000027911976,0.00004591258,0.7766041,0.000041451112],"about_ca_topic_score_codex":0.0000033482288,"about_ca_topic_score_gemma":0.000011746695,"teacher_disagreement_score":0.9943246,"about_ca_system_score_codex":0.00012321472,"about_ca_system_score_gemma":0.00026618736,"threshold_uncertainty_score":0.31667113},"labels":[],"label_agreement":null},{"id":"W6902309852","doi":"10.6084/m9.figshare.20138353.v1","title":"Additional file 2 of Development and validation of the ND10 to measure neck-related functional disability","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Measure (data warehouse); Cognition; Cognitive interview; Data file; Item response theory; Cognitive disabilities","score_opus":0.08011599383250893,"score_gpt":0.3294109356147809,"score_spread":0.24929494178227196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902309852","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027832638,0.000004466865,5.841295e-7,0.00026882146,0.00008243192,0.00058678904,0.98887056,0.00001610394,0.0073869987],"genre_scores_gemma":[0.077840894,3.7304932e-8,0.00025252748,0.00022128498,0.000025650394,0.003940582,0.91210204,0.000008070637,0.0056088995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989835,0.00015230791,0.0002662995,0.0001285997,0.00036247974,0.00010679247],"domain_scores_gemma":[0.99894387,0.00059668545,0.00018062108,0.00013563894,0.00010933011,0.00003384883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000097727745,0.0000586507,0.00008731014,0.000024150682,0.0004117268,0.0000020364228,0.00010199934,0.000029153236,0.9945495],"category_scores_gemma":[0.00079072337,0.00004715365,0.000030207737,0.00020039716,0.000007378801,0.000043510256,0.00043321535,0.00016369927,0.00022489925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011573931,0.00005184767,0.00041855953,0.00011093121,0.000024434254,8.653976e-8,0.00028429023,0.00005069243,0.0000039165866,0.000054546155,0.99814653,0.00084257836],"study_design_scores_gemma":[0.00013691717,0.000015434698,0.22235608,0.0003501161,0.0000043518166,1.2268167e-7,0.00039874934,0.000018824923,0.000027911976,0.00004591258,0.7766041,0.000041451112],"about_ca_topic_score_codex":0.0000033482288,"about_ca_topic_score_gemma":0.000011746695,"teacher_disagreement_score":0.9943246,"about_ca_system_score_codex":0.00012321472,"about_ca_system_score_gemma":0.00026618736,"threshold_uncertainty_score":0.31667113},"labels":[],"label_agreement":null},{"id":"W6921072995","doi":"10.6084/m9.figshare.29115611","title":"Additional file 1 of Dysphagia education in Addis Ababa, Ethiopia: student self-competency ratings during their dysphagia course","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Dysphagia; Course (navigation); Swallowing; MEDLINE; Curriculum","score_opus":0.01930338344092507,"score_gpt":0.40493275089364716,"score_spread":0.3856293674527221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921072995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19557971,0.00017772496,0.00002300628,0.0015609021,0.0014256322,0.005608121,0.055511508,0.000029164752,0.74008423],"genre_scores_gemma":[0.3237001,0.0001182956,0.054051343,0.0019121754,0.0004916369,0.012249408,0.06403678,0.00011287295,0.5433274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770737,0.00030752414,0.0008207795,0.00045408693,0.00027992425,0.0004303301],"domain_scores_gemma":[0.9976181,0.0011923615,0.00045122666,0.00041315414,0.00023766173,0.000087544235],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040603284,0.00022623573,0.00038303525,0.00020880972,0.0003971364,0.00005088081,0.00067021576,0.00015912026,0.7515363],"category_scores_gemma":[0.00017000547,0.0002130431,0.00006345264,0.0004574429,0.000045044493,0.00039621716,0.0006968705,0.00054274045,0.0008269074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000377273,0.0010195742,0.010142837,0.00016417768,0.00020296294,0.0000075547287,0.0030599674,0.0000041621934,0.000035341873,0.00073691923,0.96597576,0.018612994],"study_design_scores_gemma":[0.0012517067,0.00005041953,0.4403776,0.0016238518,0.00007092975,6.98127e-7,0.013547257,0.00005832345,0.00007846735,0.0002713613,0.54244465,0.00022474413],"about_ca_topic_score_codex":0.000100870515,"about_ca_topic_score_gemma":0.00063723425,"teacher_disagreement_score":0.75070935,"about_ca_system_score_codex":0.00030111783,"about_ca_system_score_gemma":0.0031060183,"threshold_uncertainty_score":0.99995106},"labels":[],"label_agreement":null},{"id":"W6924618276","doi":"10.15468/dl.rvkmxw","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Affine transformation; Alien; Range (aeronautics)","score_opus":0.04412764861548955,"score_gpt":0.3414502938066541,"score_spread":0.2973226451911645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924618276","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009031968,0.00000581674,0.0000071351824,0.00047614143,0.0031110065,0.0010896793,0.9937027,0.00034393353,0.0011732723],"genre_scores_gemma":[0.0000015904055,0.00014600476,0.0000011527715,0.001429864,0.0000043774567,0.000034402252,0.9983761,2.524526e-8,0.0000064974256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977241,0.00020044895,0.00064297894,0.00025328094,0.0006233616,0.00055580644],"domain_scores_gemma":[0.9983292,0.000074598036,0.0005207847,0.00059982535,0.00029359342,0.00018199613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00069576193,0.00029564553,0.00033852228,0.00014419807,0.0009341117,0.000053001266,0.0005912479,0.0004899492,0.0031286858],"category_scores_gemma":[0.00019481227,0.00029268707,0.00013300238,0.00047365826,0.00009168424,0.00080389646,0.00097510667,0.00065034337,0.88897496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003766104,0.000023456363,0.002619231,0.0006727124,0.00007286586,0.0000029881778,0.00007694927,0.000002615353,4.6719464e-9,7.316325e-7,0.9959738,0.0005169534],"study_design_scores_gemma":[0.000536949,0.000025154777,0.0007003474,0.000010021172,0.00009355783,1.5071033e-7,0.0010080774,1.417881e-7,4.5609596e-8,0.0000023627188,0.9973613,0.00026190505],"about_ca_topic_score_codex":0.0019237148,"about_ca_topic_score_gemma":0.000125412,"teacher_disagreement_score":0.88584626,"about_ca_system_score_codex":0.00069189456,"about_ca_system_score_gemma":0.00032356818,"threshold_uncertainty_score":0.99995255},"labels":[],"label_agreement":null},{"id":"W6931546151","doi":"10.5683/sp3/mhiz9n","title":"Mobile Greenhouse Gas Emission Surveys from Canadian Landfills (2022)","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Global Positioning System; Anemometer; Greenhouse gas; Wind speed; Wind direction; Mast (botany); Compass; Track (disk drive)","score_opus":0.027305815021129252,"score_gpt":0.3628626219145208,"score_spread":0.3355568068933915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931546151","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035110254,0.00061512133,0.000007240367,0.00054795307,0.0026002543,0.0015488148,0.9810989,0.00019528905,0.013351302],"genre_scores_gemma":[0.000022670867,0.0030650788,0.000041018335,0.001572658,0.0010252093,0.00072577974,0.9795903,0.000093084374,0.013864205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960506,0.001019996,0.00067225954,0.00075251237,0.0005317251,0.0009729342],"domain_scores_gemma":[0.9971846,0.0003545504,0.00024965653,0.0013727861,0.00010903705,0.0007293734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013837145,0.00048510495,0.0005949814,0.00046624593,0.000531478,0.00007187461,0.000721608,0.0008148381,0.008371256],"category_scores_gemma":[0.00013035705,0.00041320684,0.00014465094,0.00027967207,0.00003759842,0.000092411916,0.000448491,0.0014338953,0.0058227116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008193858,0.000041063468,0.00042007037,0.00033740848,0.00020999605,0.0002816009,0.00017485728,4.490326e-7,9.206278e-7,0.000015153181,0.9965918,0.0019185012],"study_design_scores_gemma":[0.0003866039,0.00007442082,0.0012504603,0.0005534064,0.00029945874,3.587761e-7,0.00028486902,0.000010712133,0.0000012524063,0.00049055746,0.9962192,0.0004286827],"about_ca_topic_score_codex":0.98422325,"about_ca_topic_score_gemma":0.9872176,"teacher_disagreement_score":0.002994355,"about_ca_system_score_codex":0.00072018965,"about_ca_system_score_gemma":0.0015498695,"threshold_uncertainty_score":0.999832},"labels":[],"label_agreement":null},{"id":"W6931708460","doi":"10.5281/zenodo.7304862","title":"5G-IANA - D2.1 Specifications of the 5G-IANA architecture","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Resverlogix (Canada)","funders":"European Commission","keywords":"Deliverable; Automotive industry; Architecture; Network architecture; Enhanced Data Rates for GSM Evolution; Open platform; Work (physics)","score_opus":0.11493895224830042,"score_gpt":0.3530361125434212,"score_spread":0.2380971602951208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931708460","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027527247,0.00005326111,0.002886799,0.018594014,0.00072425406,0.0022791286,0.00036861506,0.0015870136,0.94597965],"genre_scores_gemma":[0.953183,0.00016998491,0.0001897397,0.0006029892,0.00032887264,6.071984e-7,0.001126642,0.0011330906,0.043265086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976399,0.0007021575,0.00038833267,0.0003250833,0.0004701622,0.00047435059],"domain_scores_gemma":[0.9984172,0.000082071034,0.00021155193,0.00079991843,0.00036450132,0.00012478398],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009781882,0.00012957663,0.00015471427,0.00027286445,0.0036578719,0.000095076124,0.0012247523,0.00007411033,0.016186023],"category_scores_gemma":[0.0004900523,0.00010486193,0.000076691475,0.0014464376,0.00015837215,0.00011297304,0.00111926,0.00050148333,0.01509208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027000946,0.00009017821,0.00011521021,0.00019324865,0.00008224053,0.000003974867,0.0035047869,0.00010798779,0.002878139,0.046513263,0.91689146,0.029592503],"study_design_scores_gemma":[0.00038180672,0.00004987435,0.022908233,0.000060937105,0.00002397836,0.000002110361,0.002009191,0.00011688425,0.00010168982,0.0010111658,0.973228,0.00010614215],"about_ca_topic_score_codex":0.000028613005,"about_ca_topic_score_gemma":0.000003871353,"teacher_disagreement_score":0.9256557,"about_ca_system_score_codex":0.00013808705,"about_ca_system_score_gemma":0.000014295085,"threshold_uncertainty_score":0.99763924},"labels":[],"label_agreement":null},{"id":"W6932007675","doi":"10.5683/sp3/cawk53","title":"UNI-CEN Standardized Census Data Table - Census Metropolitan Area (CMA) - 1996 - Wide Format (CSV) (Version 2023-03)","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Census; Table (database); Documentation; Data file; Column (typography); File format; Metropolitan area","score_opus":0.08050056566209987,"score_gpt":0.3980886115017522,"score_spread":0.3175880458396523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6932007675","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005861035,0.0006974846,0.00004835287,0.0017597412,0.0031738202,0.0027048532,0.95232594,0.00028668065,0.038997293],"genre_scores_gemma":[0.0000066336784,0.004327033,0.00047506482,0.0019519064,0.00049647223,0.0003930826,0.9854444,0.00013312692,0.0067722495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916912,0.0012703729,0.0015282705,0.0014408935,0.0020727199,0.0019965856],"domain_scores_gemma":[0.9916154,0.0008064462,0.001299487,0.0054213647,0.00028097376,0.0005763343],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027437753,0.0009384752,0.0014474123,0.0006715371,0.002532185,0.00012258235,0.0033709635,0.0006717281,0.031961795],"category_scores_gemma":[0.0006538613,0.0008735426,0.00022148705,0.0008975755,0.000148015,0.000687823,0.007088518,0.0023319607,0.00019239892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004185247,0.00021180676,0.00014868451,0.0009760183,0.0006178467,0.00020775814,0.000043667635,0.000003895461,8.319373e-7,0.00060193666,0.9965871,0.00018193627],"study_design_scores_gemma":[0.003273422,0.00017431528,0.00017501824,0.0002652488,0.0011023178,0.000002702321,0.0049014054,0.00007241782,9.944293e-7,0.00020971087,0.98895985,0.0008626188],"about_ca_topic_score_codex":0.23219098,"about_ca_topic_score_gemma":0.048021473,"teacher_disagreement_score":0.18416952,"about_ca_system_score_codex":0.0038992176,"about_ca_system_score_gemma":0.0010381349,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W6939206440","doi":"10.60692/d8xrn-8mx24","title":"\"Average of neck circumference in Latin American adults: protocol for a systematic review and meta-analysis\"","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circumference; Anthropometry; Latin Americans; Waist; Observational study; Protocol (science); Data extraction","score_opus":0.1426889560577973,"score_gpt":0.38476185549081604,"score_spread":0.24207289943301874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939206440","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004019088,0.00003649976,0.072190806,0.0013809552,0.00004378604,0.9158426,0.0005665949,0.0002615872,0.0056580673],"genre_scores_gemma":[0.65951157,2.8970976e-7,0.00047351955,0.0015605756,0.000006388634,0.3383261,0.000016367065,0.0000061119367,0.00009911763],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99731636,0.00029842515,0.0017596484,0.00016241208,0.0002470744,0.00021608794],"domain_scores_gemma":[0.9978006,0.00004201835,0.0015599185,0.00029658197,0.00021432742,0.00008658743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006577386,0.00017505322,0.0016487783,0.0002020217,0.00008331785,0.000021530412,0.00015865553,0.000044777997,0.00007082231],"category_scores_gemma":[0.000096227894,0.000117370655,0.0002227507,0.0006995028,0.000016909242,0.00031037236,0.000078410245,0.000103810096,0.00006159624],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006131377,0.0000030015199,0.019057585,0.9280338,0.006603353,4.5632788e-7,0.045419954,0.0000309365,4.8589687e-8,0.0006389175,0.00014663966,0.0000039960178],"study_design_scores_gemma":[0.01990936,0.0014043741,0.08410086,0.09835678,0.46902794,0.000002354201,0.2629515,0.060794465,0.000025351503,0.000012013478,0.0012312641,0.0021837517],"about_ca_topic_score_codex":0.00003146364,"about_ca_topic_score_gemma":0.0000029665252,"teacher_disagreement_score":0.829677,"about_ca_system_score_codex":0.000059026253,"about_ca_system_score_gemma":0.00004581598,"threshold_uncertainty_score":0.47862366},"labels":[],"label_agreement":null},{"id":"W6939707018","doi":"10.6084/m9.figshare.17125670.v1","title":"Additional file 1 of Systematic review of validated parent-reported questionnaires assessing swallowing dysfunction in otherwise healthy infants and toddlers","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Swallowing; MEDLINE; Supine position; Dysphagia; Disease","score_opus":0.10252041513907939,"score_gpt":0.40735420585277204,"score_spread":0.30483379071369265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939707018","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033457542,0.004198437,0.0000052472756,0.00018567157,0.00012238786,0.0016090095,0.9886715,0.000056028504,0.004817162],"genre_scores_gemma":[0.008704798,0.0002790483,0.00045881304,0.0009234061,0.000035254827,0.002901703,0.98566943,0.000023451745,0.0010040615],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99785453,0.00049486436,0.00097000395,0.00020281642,0.0002876885,0.00019007275],"domain_scores_gemma":[0.9970562,0.0014690069,0.0008345638,0.0002354767,0.00034745072,0.000057299825],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002399405,0.00011382024,0.00047300546,0.00010348381,0.00010065907,0.000009826016,0.000067297966,0.0000783906,0.9002037],"category_scores_gemma":[0.009047756,0.00010613566,0.00005455573,0.00035245199,0.0000062292356,0.00022318208,0.000097751035,0.00016858573,0.00011732357],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003752579,0.00003744794,0.00010547098,0.28314406,0.000041386145,0.000009894024,0.00006079655,0.0000011508344,0.0000051850475,0.000005258757,0.71649903,0.00008661165],"study_design_scores_gemma":[0.00035819804,0.000022304848,0.019078089,0.9617832,0.00006706885,0.0000020558036,0.0005942566,0.00015680237,0.000008987258,0.000018480165,0.017804096,0.000106475956],"about_ca_topic_score_codex":0.000025135016,"about_ca_topic_score_gemma":0.00006265483,"teacher_disagreement_score":0.9000864,"about_ca_system_score_codex":0.00009960871,"about_ca_system_score_gemma":0.00049395184,"threshold_uncertainty_score":0.99929947},"labels":[],"label_agreement":null},{"id":"W6945699433","doi":"10.23641/asha.17701022","title":"Prevalence of poststroke dysphagia in India (Krishnamurthy et al., 2022)","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Stroke (engine); Pneumonia; Incidence (geometry); Confidence interval; Epidemiology; Aspiration pneumonia; Relative risk","score_opus":0.04759253875860488,"score_gpt":0.4307816524483607,"score_spread":0.38318911368975583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945699433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7273049,0.000215028,0.000024293306,0.0039071604,0.0007299661,0.0025284898,0.00020199301,0.0000039726215,0.26508424],"genre_scores_gemma":[0.9346769,0.00012184179,0.0020123387,0.0037603176,0.000014229438,0.00055889424,0.000063761276,0.000022803939,0.058768928],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975718,0.00072538015,0.00054632255,0.0003671166,0.0003986882,0.00039066354],"domain_scores_gemma":[0.99897337,0.00019152237,0.00031360405,0.00041177316,0.00004065541,0.00006909586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022632338,0.00012653477,0.0002459309,0.00016738274,0.00027391023,0.000016869506,0.0008363223,0.000041460382,0.05035222],"category_scores_gemma":[0.000050226477,0.00013136007,0.000037214522,0.00036317162,0.000028515267,0.0002684466,0.0021059064,0.00064943405,0.0003212319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003171815,0.00072321086,0.7913652,0.00023966268,0.000121580866,0.00008557079,0.009388506,0.00008741532,0.0011078326,0.0022829631,0.16579339,0.028487498],"study_design_scores_gemma":[0.0019411251,0.00024101413,0.4451233,0.00009478195,0.000037290778,8.470225e-7,0.006081565,0.00011297108,0.00011612143,0.00012001338,0.54593354,0.0001973965],"about_ca_topic_score_codex":0.00024292203,"about_ca_topic_score_gemma":0.00009732319,"teacher_disagreement_score":0.3801402,"about_ca_system_score_codex":0.00016987803,"about_ca_system_score_gemma":0.00037710235,"threshold_uncertainty_score":0.95051587},"labels":[],"label_agreement":null},{"id":"W6958152548","doi":"10.6084/m9.figshare.14538741.v2","title":"Additional file 3 of Convalescent plasma for adults with acute COVID-19 respiratory illness (CONCOR-1): study protocol for an international, multicentre, randomized, open-label trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Manitoba; Université Laval; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Héma-Québec; Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; Canadian Blood Services; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; University of Toronto; Université de Montréal; University of Waterloo","funders":"","keywords":"Protocol (science); Respiratory illness; Clinical trial; Respiratory system; MEDLINE","score_opus":0.2150479322594857,"score_gpt":0.5136563467885674,"score_spread":0.2986084145290817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958152548","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015746004,0.0000010052453,0.000031640448,0.000080532714,0.0001943754,0.37512317,0.6230554,0.00007977552,0.001418349],"genre_scores_gemma":[0.000083019964,1.1783191e-7,0.00074343046,0.00048221278,0.00028638577,0.59493834,0.40031463,0.000034492918,0.003117361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751884,0.00038986315,0.0007841638,0.0005644615,0.00039866156,0.00034404066],"domain_scores_gemma":[0.99055374,0.007885419,0.00050849013,0.00031104908,0.0005363336,0.00020498516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045286928,0.00024846627,0.0005283928,0.00014763538,0.00040251648,0.00010651785,0.0006325303,0.00011431298,0.8751203],"category_scores_gemma":[0.004106786,0.00018581258,0.00010141044,0.0001373298,0.00002294523,0.0005298063,0.0003268061,0.00020837446,0.0003129892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2997398,0.0008978649,0.0000012640487,0.0016140576,0.00046053267,0.000010940647,0.0007073577,0.0000029318371,2.2750575e-7,0.000108044616,0.6958549,0.000602056],"study_design_scores_gemma":[0.41102156,0.0011170792,0.0000061869064,0.0028653583,0.000069745445,2.2932888e-7,0.0013009122,0.0026170674,0.0000017647103,0.000018643233,0.5808314,0.00015003227],"about_ca_topic_score_codex":0.000017632943,"about_ca_topic_score_gemma":0.0002896918,"teacher_disagreement_score":0.8748073,"about_ca_system_score_codex":0.00025368598,"about_ca_system_score_gemma":0.0017678264,"threshold_uncertainty_score":0.7577217},"labels":[],"label_agreement":null},{"id":"W6963627821","doi":"10.23641/asha.17701022.v1","title":"Prevalence of poststroke dysphagia in India (Krishnamurthy et al., 2022)","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Stroke (engine); Pneumonia; Incidence (geometry); Confidence interval; Epidemiology; Aspiration pneumonia; Relative risk","score_opus":0.04407326123194225,"score_gpt":0.3925334751336927,"score_spread":0.3484602139017504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963627821","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06814433,0.0028036225,0.0000052516984,0.007684165,0.0016650324,0.006906384,0.62072605,0.00038295912,0.2916822],"genre_scores_gemma":[0.9170316,0.000071821065,0.00015584037,0.016774753,0.000043998396,0.0041595795,0.04022508,0.000056370045,0.021480948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785286,0.00050654187,0.00045455218,0.00030416108,0.00046326173,0.0004186137],"domain_scores_gemma":[0.9989077,0.0002916797,0.00030119412,0.0003637214,0.00006695103,0.00006876663],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045062523,0.00013607916,0.00020221458,0.0001971576,0.0002392031,0.000006000828,0.00044556515,0.000050705457,0.54792947],"category_scores_gemma":[0.0002904577,0.00014582406,0.00005629679,0.00039746347,0.0000052561873,0.00016057417,0.0010472167,0.0007909021,0.00087095797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028101056,0.000106794614,0.04222004,0.00075092865,0.000023820947,0.000026077116,0.00087253144,0.00003101057,0.000042839143,0.00037244053,0.9550366,0.0004888302],"study_design_scores_gemma":[0.00077410927,0.00011282575,0.45396155,0.0005793742,0.000010279167,5.418619e-7,0.0010276021,0.000115158204,0.000020348643,0.000055463814,0.5431944,0.00014835273],"about_ca_topic_score_codex":0.000037521055,"about_ca_topic_score_gemma":0.00001828582,"teacher_disagreement_score":0.84888726,"about_ca_system_score_codex":0.00018167643,"about_ca_system_score_gemma":0.00027996316,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W6976596391","doi":"10.6068/dp14ba880d07840","title":"Trend 1992 - 2011. Statistics Canada. CANSIM: Education, Training and Learning - Adult Education and Training | Country: Canada | Table: Registered apprenticeship training, registrations, by age groups, sex and major trade groups | Variable: 45 to 49 years, Automotive service, Total registration status, Females | Units: #, 1992-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-067.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistics education; Census; Apprenticeship; Adult education; Descriptive statistics; Economic statistics; Official statistics; Training (meteorology); Socioeconomic status","score_opus":0.05420618817555494,"score_gpt":0.32202965704979475,"score_spread":0.2678234688742398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976596391","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014275653,0.0017979089,0.000063847896,0.00010193825,0.0008821223,0.0017454529,0.9864743,0.000104973624,0.008815218],"genre_scores_gemma":[0.00022810731,0.00077982916,0.0015727334,0.0012288044,0.00041415673,0.00014070963,0.975554,0.00021609377,0.019865548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942137,0.0010633748,0.0012506183,0.0015234302,0.0009183571,0.0010305097],"domain_scores_gemma":[0.99536747,0.00075285806,0.0013838133,0.0014350936,0.00010229364,0.0009584789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012385625,0.0007683286,0.0009785122,0.00018273812,0.0006372043,0.00037449895,0.00076440925,0.00050115504,0.0010443738],"category_scores_gemma":[0.00021528262,0.0008430205,3.8032425e-7,0.00024829348,0.00018226185,0.0005845269,0.0003744493,0.0013164371,0.000013867607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059324604,0.00009261326,0.00007538369,0.0015984037,0.00028505616,0.000044405908,0.00086999004,0.00000395268,0.0000025312117,0.0025389956,0.992826,0.0016033628],"study_design_scores_gemma":[0.0010304023,0.00011996183,0.00015301706,0.00023980669,0.0005562542,0.000056956444,0.03639401,0.00086538563,3.9261985e-9,0.0000024823128,0.9597596,0.00082210335],"about_ca_topic_score_codex":0.9968173,"about_ca_topic_score_gemma":0.9973169,"teacher_disagreement_score":0.035524018,"about_ca_system_score_codex":0.0003715965,"about_ca_system_score_gemma":0.02178151,"threshold_uncertainty_score":0.9998688},"labels":[],"label_agreement":null},{"id":"W6977142563","doi":"10.6084/m9.figshare.17125670","title":"Additional file 1 of Systematic review of validated parent-reported questionnaires assessing swallowing dysfunction in otherwise healthy infants and toddlers","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Swallowing; MEDLINE; Supine position; Dysphagia; Disease","score_opus":0.10252041513907939,"score_gpt":0.40735420585277204,"score_spread":0.30483379071369265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977142563","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033457542,0.004198437,0.0000052472756,0.00018567157,0.00012238786,0.0016090095,0.9886715,0.000056028504,0.004817162],"genre_scores_gemma":[0.008704798,0.0002790483,0.00045881304,0.0009234061,0.000035254827,0.002901703,0.98566943,0.000023451745,0.0010040615],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99785453,0.00049486436,0.00097000395,0.00020281642,0.0002876885,0.00019007275],"domain_scores_gemma":[0.9970562,0.0014690069,0.0008345638,0.0002354767,0.00034745072,0.000057299825],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002399405,0.00011382024,0.00047300546,0.00010348381,0.00010065907,0.000009826016,0.000067297966,0.0000783906,0.9002037],"category_scores_gemma":[0.009047756,0.00010613566,0.00005455573,0.00035245199,0.0000062292356,0.00022318208,0.000097751035,0.00016858573,0.00011732357],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003752579,0.00003744794,0.00010547098,0.28314406,0.000041386145,0.000009894024,0.00006079655,0.0000011508344,0.0000051850475,0.000005258757,0.71649903,0.00008661165],"study_design_scores_gemma":[0.00035819804,0.000022304848,0.019078089,0.9617832,0.00006706885,0.0000020558036,0.0005942566,0.00015680237,0.000008987258,0.000018480165,0.017804096,0.000106475956],"about_ca_topic_score_codex":0.000025135016,"about_ca_topic_score_gemma":0.00006265483,"teacher_disagreement_score":0.9000864,"about_ca_system_score_codex":0.00009960871,"about_ca_system_score_gemma":0.00049395184,"threshold_uncertainty_score":0.99929947},"labels":[],"label_agreement":null},{"id":"W6977842919","doi":"10.6084/m9.figshare.29115611.v1","title":"Additional file 1 of Dysphagia education in Addis Ababa, Ethiopia: student self-competency ratings during their dysphagia course","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Dysphagia; Course (navigation); Swallowing; MEDLINE; Curriculum","score_opus":0.016372593673396614,"score_gpt":0.3690730525765218,"score_spread":0.3527004589031252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977842919","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016086206,0.0001699367,6.8294406e-7,0.00029014578,0.00031170834,0.0014355558,0.89923966,0.0001493008,0.09679438],"genre_scores_gemma":[0.024871662,0.000012365865,0.0010259514,0.0010265526,0.00020685302,0.010398467,0.92214364,0.00003875864,0.04027575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786764,0.00022902356,0.0007180865,0.00039760393,0.00031936303,0.00046830293],"domain_scores_gemma":[0.9969659,0.0017451264,0.00044385382,0.00038373773,0.00037142585,0.000089998575],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010351977,0.0002474989,0.00033463724,0.00024418943,0.00035678633,0.00002240295,0.00040576904,0.00019829908,0.97764105],"category_scores_gemma":[0.0007647621,0.00023903891,0.00009235101,0.0005058603,0.000011331542,0.00026297604,0.00039502737,0.00064911164,0.001998193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011146723,0.00045940618,0.0016107642,0.0009739499,0.00011860744,0.0000063710772,0.000910936,0.0000036551833,0.0000049313135,0.00033715638,0.9941115,0.0014515873],"study_design_scores_gemma":[0.00059690984,0.000027488446,0.44123068,0.007920799,0.000025536341,4.989921e-7,0.00310753,0.000060011072,0.000018733883,0.00014617974,0.5466808,0.0001848152],"about_ca_topic_score_codex":0.00002156521,"about_ca_topic_score_gemma":0.0001681094,"teacher_disagreement_score":0.97564286,"about_ca_system_score_codex":0.00032312103,"about_ca_system_score_gemma":0.0025054796,"threshold_uncertainty_score":0.9987789},"labels":[],"label_agreement":null},{"id":"W6980525988","doi":"","title":"Chinese envoy to Canada visited Huawei executive, urges Canada to correct 'mistake'","year":2019,"lang":"en","type":"other","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); China; Payment; Legislation","score_opus":0.013337029215289703,"score_gpt":0.35286655607590955,"score_spread":0.3395295268606199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980525988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025311185,0.00009108136,0.0003862158,0.0055083698,0.00938045,0.0041245697,0.00046409635,0.00022739389,0.9795647],"genre_scores_gemma":[0.0030587257,0.000020538513,0.00040199896,0.030523792,0.00051009207,0.00032806248,0.0002783071,0.00045131092,0.9644272],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965641,0.0002062764,0.0005552579,0.00075880694,0.0008406743,0.0010749013],"domain_scores_gemma":[0.99769384,0.00026702211,0.0002799616,0.0009398599,0.0001155749,0.0007037603],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021033194,0.0006113543,0.0008303268,0.00032585036,0.0002488072,0.0000209878,0.0006123939,0.00025486213,0.021282254],"category_scores_gemma":[0.00012195827,0.00049450534,0.000058185873,0.0005386545,0.0000087608505,0.000024038947,0.0004374666,0.0005295066,0.0008976767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026098809,0.000018694383,0.005406846,0.0002877565,0.00020320444,0.000048429614,0.00014761798,0.000009147081,0.0000059771196,0.00037582463,0.99281776,0.00065263134],"study_design_scores_gemma":[0.00044042317,0.000037185757,0.004289593,0.00034412646,0.000046590492,2.3606246e-7,0.0015097421,0.000010880303,0.0000020321868,0.0000028040395,0.9927111,0.0006052881],"about_ca_topic_score_codex":0.99972165,"about_ca_topic_score_gemma":0.99998254,"teacher_disagreement_score":0.025015423,"about_ca_system_score_codex":0.0019656704,"about_ca_system_score_gemma":0.008187172,"threshold_uncertainty_score":0.99988025},"labels":[],"label_agreement":null},{"id":"W6990297300","doi":"","title":"Desempenho de deglutição de idosos e seus fatores sociodemográficos, cognitivos e de linguagem","year":2023,"lang":"pt","type":"dissertation","venue":"RIUnB Institutional Repository (University of Brasília)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Observational study; Cognitive impairment; Older people; Cognitive disabilities; Polypharmacy; Mini–Mental State Examination; Risk factor","score_opus":0.03549231643207168,"score_gpt":0.34163916923243526,"score_spread":0.3061468528003636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990297300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94809747,0.00069956435,0.014049515,0.0006551721,0.0042174067,0.0020162556,0.00043084877,0.00053171953,0.029302033],"genre_scores_gemma":[0.9067704,0.00082117703,0.0025345217,0.00025937922,0.00043334207,0.000020548157,0.001540162,0.000091114365,0.08752933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99469274,0.0010370723,0.00078496296,0.0009652928,0.0011493309,0.0013706263],"domain_scores_gemma":[0.99618673,0.0007151485,0.0012294402,0.00056675356,0.00065696595,0.0006449441],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014159663,0.0006517432,0.00087494374,0.0005272432,0.0049288888,0.00007822361,0.0010802478,0.001439095,0.00045708736],"category_scores_gemma":[0.0003546434,0.0009169998,0.00061611965,0.0007023129,0.00063613366,0.0005451681,0.00046878596,0.0017606197,0.0007735375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071807406,0.0060038557,0.26463205,0.03119104,0.014237719,0.020472795,0.2100143,0.009934858,0.041598495,0.16750003,0.2073907,0.019843413],"study_design_scores_gemma":[0.0068783876,0.00050876563,0.7500504,0.007334966,0.004334597,0.00012197145,0.1857962,0.014931045,0.0026387586,0.0027346876,0.02213056,0.0025396242],"about_ca_topic_score_codex":0.0042340583,"about_ca_topic_score_gemma":0.0011224044,"teacher_disagreement_score":0.48541838,"about_ca_system_score_codex":0.0030681798,"about_ca_system_score_gemma":0.009893322,"threshold_uncertainty_score":0.99985725},"labels":[],"label_agreement":null},{"id":"W6990849626","doi":"","title":"Escalas de severidad de la disfagia: importancia de su uso en logopedia","year":2019,"lang":"es","type":"dissertation","venue":"UVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Interpretation (philosophy); Field (mathematics); Order (exchange)","score_opus":0.0068365773127870505,"score_gpt":0.27726259197937236,"score_spread":0.27042601466658533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990849626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467504,0.0008037709,0.0019335798,0.0006259093,0.0019301558,0.0026563904,0.00035919045,0.00029092148,0.044649664],"genre_scores_gemma":[0.88731,0.006518298,0.0068983133,0.0002209865,0.00037490792,0.0000018026042,0.0008957889,0.00019294675,0.09758692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9888683,0.004196824,0.0012944542,0.001816212,0.0015981969,0.002226031],"domain_scores_gemma":[0.9915811,0.0014800971,0.0032613839,0.0017863847,0.00073592615,0.0011551215],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0025687788,0.00143632,0.002466577,0.00096854084,0.0020462747,0.00011588847,0.003044503,0.0023138786,0.002776152],"category_scores_gemma":[0.00009486615,0.0020815977,0.0015496364,0.00087051885,0.00093852886,0.0013740351,0.0015098375,0.0027772395,0.00029812945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007145549,0.0033206558,0.79429793,0.01376733,0.007896941,0.004518178,0.07277486,0.0019182833,0.018422337,0.0050105816,0.067869425,0.0030579364],"study_design_scores_gemma":[0.009892094,0.0013433393,0.6892818,0.0043468014,0.008447222,0.00012905245,0.23684663,0.0025503824,0.0008072994,0.00048686066,0.04302002,0.0028485055],"about_ca_topic_score_codex":0.03712492,"about_ca_topic_score_gemma":0.001536652,"teacher_disagreement_score":0.16407177,"about_ca_system_score_codex":0.004310445,"about_ca_system_score_gemma":0.004431249,"threshold_uncertainty_score":0.99983865},"labels":[],"label_agreement":null},{"id":"W6998987176","doi":"","title":"Beyond the surface: A medical student's perspective on esophageal dysphagia","year":2024,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Perspective (graphical); Dysphagia; Esophagus; Esophageal disease; MEDLINE","score_opus":0.01270222973667035,"score_gpt":0.3510338083497372,"score_spread":0.33833157861306684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998987176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922813,0.001004946,0.01092906,0.02157746,0.005138827,0.00068068894,0.000042517593,0.000059767848,0.037753742],"genre_scores_gemma":[0.9865112,0.0006993336,0.000068388545,0.00032388122,0.00071696664,1.8184608e-7,0.000007661158,0.00001540711,0.011657038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9960691,0.0012807221,0.0005810499,0.00021954192,0.0014887421,0.00036087158],"domain_scores_gemma":[0.9967082,0.0017005578,0.0006004402,0.00040879418,0.00041517668,0.00016682998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042168023,0.00021163256,0.000606822,0.00036302095,0.0008310789,0.000036182857,0.0012854346,0.00015200369,0.0029066778],"category_scores_gemma":[0.000103538405,0.00012391766,0.0005440814,0.0011798997,0.00031096095,0.00020877898,0.0003420214,0.0012846775,0.000101496196],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011957182,0.0020785443,0.08811229,0.00057098316,0.1303459,0.0040143854,0.13867089,0.04709135,0.0005448364,0.41199985,0.15833806,0.0062757395],"study_design_scores_gemma":[0.01947346,0.003288443,0.26638672,0.0010351429,0.08342682,0.00010300851,0.4231702,0.123157725,0.000007108058,0.025295692,0.05317433,0.0014813375],"about_ca_topic_score_codex":0.002460808,"about_ca_topic_score_gemma":0.007071948,"teacher_disagreement_score":0.38670418,"about_ca_system_score_codex":0.0009012942,"about_ca_system_score_gemma":0.0006364464,"threshold_uncertainty_score":0.9980048},"labels":[],"label_agreement":null},{"id":"W6999961105","doi":"","title":"Do stroke clinical practice guideline recommendations for the intervention of thickened liquids for aspiration support evidence based decision making? A systemetic review and narrative synthesis","year":2020,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Stroke Association; American Heart Association; Heart and Stroke Foundation of Canada; U.S. Department of Defense","keywords":"Guideline; Systematic review; Intervention (counseling); MEDLINE; Stroke (engine); Evidence-based medicine; Psychological intervention; Evidence-based practice; Clinical Practice","score_opus":0.222266554619771,"score_gpt":0.5264106088161654,"score_spread":0.30414405419639445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999961105","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002100782,0.0052599595,0.6754931,0.30792898,0.0012827553,0.0074779647,0.00013899768,0.00013976268,0.00017770485],"genre_scores_gemma":[0.6204483,0.0049359356,0.3598787,0.010429187,0.0001737648,0.003919481,0.00007280468,0.000036126203,0.00010572502],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963867,0.00031972755,0.0023481918,0.00044588037,0.00026163523,0.00023783666],"domain_scores_gemma":[0.9916603,0.0043738442,0.0019277063,0.0005340446,0.0014496588,0.00005446481],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006583674,0.00018956409,0.0006475549,0.00023535824,0.00045009743,0.000016016385,0.00049613393,0.000289586,0.00013527325],"category_scores_gemma":[0.03842246,0.0001430109,0.00021299766,0.0005332748,0.00021503607,0.00070969464,0.0002436606,0.00036149923,0.0000057888356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002045168,0.0007818473,0.0015172723,0.020153072,0.0013032343,0.0000033061242,0.0007845822,0.00010277463,0.00045659405,0.12474087,0.40557715,0.44253412],"study_design_scores_gemma":[0.0025759803,0.0029886863,0.00012200604,0.01835016,0.0028269023,0.0000018877928,0.0062690102,0.00892613,0.00042504873,0.0014740531,0.9557523,0.00028782003],"about_ca_topic_score_codex":0.000012503563,"about_ca_topic_score_gemma":0.000044670716,"teacher_disagreement_score":0.6183475,"about_ca_system_score_codex":0.00007439432,"about_ca_system_score_gemma":0.00033505715,"threshold_uncertainty_score":0.9696773},"labels":[],"label_agreement":null},{"id":"W7001076402","doi":"","title":"The Incidence, Co-occurrence, and Predictors of Dysphagia, Dysarthria, and Aphasia after Acute Ischemic Stroke","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Stroke Network; Heart and Stroke Foundation of Canada","keywords":"Aphasia; Dysphagia; Dysarthria; Stroke (engine); Weakness; Magnetic resonance imaging; Rehabilitation; Acute stroke","score_opus":0.010230426206453487,"score_gpt":0.3175555459039988,"score_spread":0.30732511969754533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001076402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8599434,0.002406412,0.000087095446,0.0001978956,0.0008331208,0.0009809828,0.00025994625,0.000040974,0.13525018],"genre_scores_gemma":[0.91884786,0.006779052,0.0002270847,0.00002419136,0.000051108374,0.0000076109463,0.00032215627,0.000017202738,0.07372374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985321,0.00017295122,0.00025521812,0.00034065387,0.0003638794,0.00033518966],"domain_scores_gemma":[0.99838865,0.00023527475,0.0007093189,0.00035471146,0.0001766835,0.00013535003],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042203488,0.00024739528,0.00048300767,0.000070605165,0.00052005984,0.000010798538,0.0003180177,0.00031786357,0.0020834096],"category_scores_gemma":[0.000023341305,0.00023460283,0.000080622725,0.000049239847,0.00022040305,0.0003382517,0.0001793992,0.00036018618,0.000010588818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068090297,0.0003265593,0.42576492,0.0077444254,0.006265562,0.00009210871,0.15060456,0.0000011527842,0.002371221,0.0040691425,0.27069286,0.12525848],"study_design_scores_gemma":[0.0018941187,0.00028910954,0.8466903,0.0005614579,0.0010658132,7.195462e-7,0.06996652,0.00006395622,0.000029469893,0.000020613266,0.07906603,0.00035190652],"about_ca_topic_score_codex":0.0091829,"about_ca_topic_score_gemma":0.058527127,"teacher_disagreement_score":0.42092538,"about_ca_system_score_codex":0.00011091872,"about_ca_system_score_gemma":0.00018609536,"threshold_uncertainty_score":0.9988288},"labels":[],"label_agreement":null},{"id":"W7002217850","doi":"","title":"Menukaart vernieuwen","year":2002,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Law Foundation of Nova Scotia","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.06669852959932389,"score_gpt":0.3451707742905876,"score_spread":0.27847224469126375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002217850","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4636208,0.022172146,0.004514817,0.01136529,0.010552939,0.004981216,0.0039876825,0.001201938,0.47760314],"genre_scores_gemma":[0.9116522,0.021489218,0.0017283586,0.0040621404,0.0026054832,0.00007982181,0.003683728,0.00016354703,0.05453552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948892,0.00097184215,0.0008742148,0.0012815567,0.0005550369,0.0014281239],"domain_scores_gemma":[0.99583244,0.00073658663,0.00044974044,0.0024454203,0.0000407387,0.00049509876],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014465501,0.00058205065,0.0006375692,0.00015840663,0.0017013516,0.00021655159,0.0022899061,0.00021601356,0.0020584306],"category_scores_gemma":[0.000017753673,0.00053391967,0.00007192688,0.0003808511,0.00014960748,0.0008501167,0.0044151857,0.0010296021,0.0022181664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027252664,0.0009804382,0.18120658,0.0076456727,0.0017845479,0.0002182486,0.054999072,0.00033625707,0.00014766458,0.0033141277,0.6343819,0.11471296],"study_design_scores_gemma":[0.0013359896,0.00012507547,0.053066187,0.0016805937,0.0004974203,0.000005004034,0.0073015047,0.37548277,0.0000010425273,0.00033880715,0.55951613,0.00064945413],"about_ca_topic_score_codex":0.0012564498,"about_ca_topic_score_gemma":0.0032301836,"teacher_disagreement_score":0.44803137,"about_ca_system_score_codex":0.00007315965,"about_ca_system_score_gemma":0.00004141479,"threshold_uncertainty_score":0.9997112},"labels":[],"label_agreement":null},{"id":"W7006579287","doi":"","title":"Use of biofeedback combined with conventional therapy in the swallowing rehabilitation of older adults: an integrative literature review","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofeedback; Dysphagia; Swallowing; Rehabilitation; Manual therapy; Quality of life (healthcare)","score_opus":0.033262656075523284,"score_gpt":0.31504125993670423,"score_spread":0.2817786038611809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006579287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80304646,0.006159046,0.0038200356,0.15653105,0.0008367499,0.011081745,0.00021303754,0.00029058402,0.018021319],"genre_scores_gemma":[0.9915829,0.0018292905,0.0038071335,0.0018218311,0.00009477859,0.0004692744,0.00032173144,0.000023770166,0.000049308343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625385,0.0014321407,0.000917046,0.00042434782,0.0006553975,0.00031720413],"domain_scores_gemma":[0.9974144,0.0007325998,0.00060508476,0.0003894696,0.0007177861,0.0001406701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090659846,0.00027033823,0.0004981677,0.00019264982,0.0002466163,0.000035136916,0.00041320396,0.00020215975,0.000055930566],"category_scores_gemma":[0.0005270162,0.00017316289,0.00014246856,0.0009882397,0.000030583404,0.000680864,0.00008346393,0.00065533415,0.0000020664208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022880677,0.0014053624,0.015402424,0.003490115,0.00024836682,0.000042170635,0.040660005,0.000020157357,0.00063682056,0.9313868,0.0026919148,0.0017277481],"study_design_scores_gemma":[0.010308632,0.0028382535,0.21937989,0.03115771,0.00023469936,0.0000382524,0.022981377,0.00092925964,0.00026578363,0.00037259536,0.71069425,0.0007993092],"about_ca_topic_score_codex":0.0000028457782,"about_ca_topic_score_gemma":0.00012298829,"teacher_disagreement_score":0.93101424,"about_ca_system_score_codex":0.00014615821,"about_ca_system_score_gemma":0.00033481084,"threshold_uncertainty_score":0.7061378},"labels":[],"label_agreement":null},{"id":"W7008119995","doi":"","title":"Associação entre o bruxismo do sono e a doença do refluxo gastroesofágico","year":2013,"lang":"pt","type":"other","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Body weight; Significant difference","score_opus":0.018020311756273194,"score_gpt":0.2990595226072427,"score_spread":0.2810392108509695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008119995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023083817,0.0034854873,0.0024043357,0.013272157,0.010407017,0.010494259,0.00095982477,0.0012416838,0.93465143],"genre_scores_gemma":[0.10608645,0.0029448676,0.0009766722,0.0019414724,0.0019812903,0.00023023602,0.0008552396,0.0009723228,0.88401145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98620176,0.0021065725,0.0017791878,0.0031617829,0.0022738087,0.004476899],"domain_scores_gemma":[0.9923252,0.00049919257,0.002630634,0.0023826594,0.00044904626,0.0017132955],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0013634622,0.0025740582,0.0030280983,0.0017946395,0.00386323,0.001974672,0.0024707506,0.003148393,0.16558972],"category_scores_gemma":[0.00009652242,0.0026550512,0.0015030082,0.0013115896,0.00047530525,0.0013492774,0.001947414,0.004541371,0.020667871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056816475,0.00091769116,0.017795749,0.0017660545,0.0031275572,0.000656138,0.012164843,0.000015750138,0.000050964012,0.029565766,0.9179945,0.015376815],"study_design_scores_gemma":[0.013919897,0.00055724644,0.007453657,0.0030756937,0.001325614,0.000012682627,0.044269927,0.00015610698,0.0000023314167,0.0024041524,0.924277,0.0025456732],"about_ca_topic_score_codex":0.0037387656,"about_ca_topic_score_gemma":0.002053131,"teacher_disagreement_score":0.14492185,"about_ca_system_score_codex":0.0027022592,"about_ca_system_score_gemma":0.0009715043,"threshold_uncertainty_score":0.99906135},"labels":[],"label_agreement":null},{"id":"W7009834750","doi":"","title":"First Project of Its Kind in Canada Will See Enbridge Subsidiary Inject Green Hydrogen Into Its Gas Distribution Grid","year":2021,"lang":"en","type":"other","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grid; Distribution (mathematics); Natural gas; Hydrogen; Gas industry","score_opus":0.029869085363754926,"score_gpt":0.3407501005103118,"score_spread":0.31088101514655686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009834750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015772106,0.004570951,0.00011540614,0.0027297088,0.0035905924,0.008405111,0.0020682814,0.0002218179,0.962526],"genre_scores_gemma":[0.060034007,0.002699015,0.000105483945,0.00063080544,0.0008335377,0.0007663714,0.006273129,0.0004050183,0.92825264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967007,0.0004683113,0.00085031474,0.0006225504,0.00061001524,0.0007480937],"domain_scores_gemma":[0.9984683,0.00017071416,0.00057873846,0.00052569323,0.00012361347,0.00013295037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046887563,0.0004521986,0.0007904591,0.00030069248,0.000152071,0.0000071735803,0.00040884077,0.00039402186,0.009612197],"category_scores_gemma":[0.00008425647,0.00041804148,0.000094823255,0.0006522428,0.000023881463,0.00010167975,0.00050338724,0.0006612158,0.00007389427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024802514,0.00009265436,0.023273004,0.0046371864,0.00026988183,0.00011602548,0.00031663748,0.0000063377724,0.000020586514,0.0008893629,0.9699318,0.0004217616],"study_design_scores_gemma":[0.00095244247,0.00004504123,0.007845404,0.0018735757,0.000096466705,9.315398e-7,0.00091838965,0.00018789686,0.0001422139,0.000018736731,0.9874444,0.00047447978],"about_ca_topic_score_codex":0.9610424,"about_ca_topic_score_gemma":0.9966118,"teacher_disagreement_score":0.044261903,"about_ca_system_score_codex":0.0018654792,"about_ca_system_score_gemma":0.0054942956,"threshold_uncertainty_score":0.99982715},"labels":[],"label_agreement":null},{"id":"W7015196907","doi":"","title":"Should Canada Restore Diplomatic Relations with the Islamic Republic of Iran? (Part 2 Q&amp;A)","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foreign policy; International relations; Government (linguistics); Islam; Islamic republic; League; Foreign relations; Delegate; Globalization","score_opus":0.029278502393345826,"score_gpt":0.2742006836620768,"score_spread":0.24492218126873094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015196907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001001857,0.00018936202,0.000001505349,0.0025301783,0.00047875242,0.0014380794,0.00022984123,0.00011872575,0.9949134],"genre_scores_gemma":[0.001107911,0.000063035484,0.0004535455,0.0006703525,0.00014900079,0.00009026436,0.0005139794,0.00012223661,0.9968297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973174,0.00027986825,0.00092819723,0.00018777166,0.00090379926,0.0003829646],"domain_scores_gemma":[0.99704367,0.00029808073,0.0014625563,0.00075519737,0.00034571142,0.00009478306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006480906,0.00031666903,0.0005004677,0.00009404728,0.0002155933,0.000014964681,0.0004390129,0.00030814263,0.23999025],"category_scores_gemma":[0.00017589562,0.00022096816,0.000068238944,0.000029441673,0.00013923926,5.183834e-7,0.00014563557,0.00057505653,0.0023449978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004487797,0.000026576849,0.00003433751,0.000843337,0.00017848308,0.0000039248835,0.00049658085,0.00014802406,2.9171002e-8,0.00028529364,0.99785465,0.00008386131],"study_design_scores_gemma":[0.00063043454,0.0000749367,0.00007744794,0.0006158775,0.00018151448,0.0000038969856,0.0012440277,0.000009745403,9.7860855e-8,0.00002208877,0.9969119,0.00022807189],"about_ca_topic_score_codex":0.36367056,"about_ca_topic_score_gemma":0.86861914,"teacher_disagreement_score":0.50494856,"about_ca_system_score_codex":0.000235475,"about_ca_system_score_gemma":0.00068256556,"threshold_uncertainty_score":0.9984318},"labels":[],"label_agreement":null},{"id":"W7015713451","doi":"","title":"Tontura e diabetes mellitus em idosos hospitalizados com COVID-19","year":2022,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Type 2 Diabetes Mellitus; Checklist; Cohort; Body mass index","score_opus":0.03465843292563039,"score_gpt":0.3128464746929805,"score_spread":0.2781880417673501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015713451","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06183255,0.009266321,0.012798679,0.66279405,0.0258944,0.011857134,0.0020802584,0.0028666344,0.21060996],"genre_scores_gemma":[0.9720285,0.0007973543,0.00048201423,0.008602495,0.0010464222,0.0028918453,0.0013541726,0.00020988808,0.0125872865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861869,0.0040823873,0.0023228182,0.0019996988,0.0027034122,0.0027047514],"domain_scores_gemma":[0.9926235,0.0012665669,0.00163684,0.0017867587,0.00048770045,0.0021986053],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003492579,0.0012463477,0.0013790213,0.0011295679,0.00768989,0.00046147325,0.0022008754,0.0008997859,0.00399992],"category_scores_gemma":[0.0011625139,0.0013402038,0.0006846789,0.0019989111,0.000057510566,0.0008053962,0.0029107062,0.0032435674,0.00016748132],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004611742,0.0021707942,0.0035680323,0.0012059628,0.0010189447,0.00042145027,0.017354231,0.0005547602,0.00015930894,0.8115461,0.15978743,0.0017518426],"study_design_scores_gemma":[0.0039574387,0.0005069064,0.003147178,0.00021756561,0.00050851644,0.000100027515,0.01974409,0.0021811174,0.000033592816,0.0010594594,0.9671812,0.0013629077],"about_ca_topic_score_codex":0.000010088352,"about_ca_topic_score_gemma":0.00035899933,"teacher_disagreement_score":0.91019595,"about_ca_system_score_codex":0.0061922725,"about_ca_system_score_gemma":0.0041373144,"threshold_uncertainty_score":0.999056},"labels":[],"label_agreement":null},{"id":"W7017289293","doi":"","title":"Aspects of the assessment and management of pharyngoesophageal dysphagia","year":2020,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dysphagia; Esophagus; Swallowing; MEDLINE; Esophageal disease","score_opus":0.08052032626977955,"score_gpt":0.4426609086790419,"score_spread":0.36214058240926233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017289293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7735506,0.0019853814,0.00014397284,0.0071513,0.0006595999,0.0044064755,0.000025713669,0.00006547141,0.21201147],"genre_scores_gemma":[0.99170214,0.00097265467,0.0008567733,0.00017768156,0.00016829805,0.00022854932,0.0000055663563,0.000025618092,0.0058626896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996532,0.0008747488,0.00060584914,0.00045063376,0.001000824,0.0005359478],"domain_scores_gemma":[0.9985565,0.0002569037,0.00027952268,0.0004278542,0.00024263957,0.00023659765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012908917,0.00018007358,0.0003572357,0.00010106707,0.00086783274,0.000029783068,0.0003940849,0.00011174529,0.00009470447],"category_scores_gemma":[0.000027005719,0.00012052976,0.00007134957,0.00040063346,0.00038220146,0.00013807185,0.0012958795,0.0006889359,0.000006755655],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042708978,0.0007665951,0.26024714,0.024809767,0.0019559814,0.00033363324,0.0068564704,0.000013082312,0.08740584,0.5490545,0.05651605,0.011613872],"study_design_scores_gemma":[0.0034231597,0.0009016439,0.8448488,0.0012995934,0.00026011353,0.000005151286,0.013276077,0.0015521655,0.107901625,0.0019888075,0.02419435,0.00034852917],"about_ca_topic_score_codex":0.000095339434,"about_ca_topic_score_gemma":5.434404e-7,"teacher_disagreement_score":0.58460164,"about_ca_system_score_codex":0.00007981821,"about_ca_system_score_gemma":0.00022828033,"threshold_uncertainty_score":0.6674755},"labels":[],"label_agreement":null},{"id":"W7018522442","doi":"","title":"The Development of a Standardized Videofluoroscopic Swallow Study Barium Mixing Protocol: A Consensus-Based Approach","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Mixing (physics); Dysphagia; Standardization; Barium; Gold standard (test)","score_opus":0.18617820832517745,"score_gpt":0.4446555310397876,"score_spread":0.25847732271461016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018522442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94671,0.0000050149324,0.0028825535,0.0002591807,0.00033143949,0.04814354,0.000014646082,0.000418884,0.0012347616],"genre_scores_gemma":[0.9772861,0.000001916051,0.00076093996,0.00014254157,0.000055648085,0.0049514766,0.00003187419,0.000075740136,0.01669375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950425,0.0015708186,0.0008736348,0.00064669055,0.00093348435,0.0009328644],"domain_scores_gemma":[0.99731606,0.00067430123,0.0005894877,0.0008237887,0.00036905048,0.00022728107],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033916791,0.00038148198,0.0005380903,0.0005712572,0.0020043373,0.00011222196,0.0009821996,0.00018482804,0.000032543936],"category_scores_gemma":[0.00012180392,0.00031946754,0.0001311906,0.001187331,0.00014158928,0.00032284905,0.00091289566,0.00080471643,0.00019366994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006657937,0.00035315624,0.9940795,0.000531186,0.00029599757,0.00006452422,0.00310096,0.000049671155,0.00029629425,0.00010629406,0.000020411328,0.00043623694],"study_design_scores_gemma":[0.00873586,0.0003005354,0.94041306,0.0004006,0.00015511886,3.663899e-7,0.017243966,0.000010990933,0.00046046785,0.000035383608,0.03181506,0.00042858845],"about_ca_topic_score_codex":0.0000046796304,"about_ca_topic_score_gemma":0.0016232725,"teacher_disagreement_score":0.053666413,"about_ca_system_score_codex":0.00050117157,"about_ca_system_score_gemma":0.0011860278,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W7020865744","doi":"","title":"Multiple Classifier Strategies for Dynamic Physiological and Biomechanical Signals","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Classifier (UML); Pattern recognition (psychology); Naive Bayes classifier; Quadratic classifier; Bayes classifier; Curse of dimensionality; Margin classifier; Disjoint sets; Linear classifier; Statistical classification","score_opus":0.018944969006620568,"score_gpt":0.27462839293783775,"score_spread":0.2556834239312172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020865744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6219352,0.0020289668,0.0010687809,0.0040691965,0.003505259,0.0042708307,0.0017901969,0.00007587391,0.36125574],"genre_scores_gemma":[0.95230246,0.00029187213,0.0006971983,0.0006965159,0.000103989514,0.00018431612,0.00037905874,0.000035998353,0.045308594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977828,0.00012669215,0.00045653433,0.00033213434,0.0008007859,0.0005010509],"domain_scores_gemma":[0.9985389,0.00068957487,0.0003581289,0.00016159187,0.0000014611394,0.00025033992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027270718,0.00028722885,0.00045158516,0.00003270318,0.00041892013,0.0000165587,0.00017502585,0.00013602499,0.00011919362],"category_scores_gemma":[0.000005921945,0.00024346371,0.00004118114,0.00004503176,0.000042339714,0.00029742584,0.0001211583,0.00030683653,7.461565e-9],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040447125,0.00023307308,0.0108880745,0.009886402,0.0010855509,0.000034408484,0.0010481725,0.000014968831,0.26799425,0.6576233,0.021329008,0.025818096],"study_design_scores_gemma":[0.0041956617,0.00070603366,0.55851483,0.001693965,0.0006475255,0.0000013235424,0.1940225,0.01173188,0.009095362,0.034618124,0.18270545,0.0020673343],"about_ca_topic_score_codex":0.0011149483,"about_ca_topic_score_gemma":0.06764601,"teacher_disagreement_score":0.62300515,"about_ca_system_score_codex":0.00001295836,"about_ca_system_score_gemma":0.0018435242,"threshold_uncertainty_score":0.9928162},"labels":[],"label_agreement":null},{"id":"W7024844078","doi":"","title":"Tongue pressure modulation during swallowing: Water vs. nectar-thick liquids","year":2012,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Modulation (music); Amplitude; Surface pressure; Amplitude modulation; Tongue; Swallowing; Breathing","score_opus":0.024763407764469735,"score_gpt":0.31929323077450245,"score_spread":0.2945298230100327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024844078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86287016,0.00017966307,0.00088089274,0.0019788023,0.0006612077,0.00053075486,0.000003211642,0.00013182104,0.13276346],"genre_scores_gemma":[0.9263762,0.00006576371,0.00075896946,0.00006154767,0.00014969346,0.0000014116754,0.000019907508,0.000014883038,0.07255161],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987286,0.00017365217,0.00012665625,0.0001881073,0.00025066602,0.0005323526],"domain_scores_gemma":[0.99931705,0.00003450947,0.000111055146,0.0003075821,0.0000820234,0.00014777695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037106025,0.00013366267,0.00022225789,0.000040671395,0.00059017644,0.0000044869107,0.00021753738,0.00016218069,0.028612392],"category_scores_gemma":[0.000009277819,0.00013456568,0.000084942614,0.00003394296,0.000035242774,0.0011031369,0.00034841328,0.00019197886,0.00019489162],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017864697,0.0011664286,0.4127215,0.0033120213,0.001886879,0.000033734435,0.47194785,0.0006919303,0.052342482,0.019618,0.027005984,0.0074867015],"study_design_scores_gemma":[0.0011787515,0.000064042775,0.9415065,0.000072833755,0.00017501116,2.3448544e-7,0.016724473,0.00067488785,0.000190718,0.000012166763,0.03919699,0.00020341124],"about_ca_topic_score_codex":0.0351412,"about_ca_topic_score_gemma":0.006583521,"teacher_disagreement_score":0.528785,"about_ca_system_score_codex":0.00027266212,"about_ca_system_score_gemma":0.000030556785,"threshold_uncertainty_score":0.9722756},"labels":[],"label_agreement":null},{"id":"W7026354380","doi":"","title":"Acoustical analysis of the swallowing mechanism for diagnosis of dysphagia","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Swallowing; Dysphagia; Cerebral palsy; Mechanism (biology); Breathing; Bolus (digestion)","score_opus":0.037330586643020684,"score_gpt":0.3154852341300053,"score_spread":0.2781546474869846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026354380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710209,0.00006131676,0.008019632,0.000365726,0.0014905762,0.0020479383,0.00022967145,0.00003809437,0.01672617],"genre_scores_gemma":[0.98446,0.00022373954,0.0026294757,0.000049017657,0.000032378182,0.000015557027,0.0002896289,0.000031774292,0.012268439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854964,0.00017093115,0.00031578756,0.00028278393,0.0003967857,0.00028404652],"domain_scores_gemma":[0.99758303,0.00036916562,0.0010143933,0.00047021423,0.0005050783,0.00005811365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835232,0.00019392943,0.0007477018,0.00045627003,0.0003710184,0.0000021605397,0.00062181015,0.00035815415,0.00018833477],"category_scores_gemma":[0.00008941308,0.00019148024,0.00057892164,0.00060032593,0.00006183486,0.00009436814,0.00019476433,0.00029626762,0.000007685857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012762984,0.0011256342,0.70410675,0.011001265,0.026025204,0.000012848634,0.012469708,0.00013543815,0.0023937537,0.20967993,0.029701555,0.0020716346],"study_design_scores_gemma":[0.0013759614,0.00018837629,0.823571,0.0007662891,0.026195012,2.4495984e-8,0.14126319,0.0016804517,0.0010755068,0.0018779249,0.0016620122,0.00034421426],"about_ca_topic_score_codex":0.0034026995,"about_ca_topic_score_gemma":0.2602242,"teacher_disagreement_score":0.25682148,"about_ca_system_score_codex":0.00010733683,"about_ca_system_score_gemma":0.00017469107,"threshold_uncertainty_score":0.7808337},"labels":[],"label_agreement":null},{"id":"W7030160969","doi":"","title":"Michael and Us: Enemy at the Gaetz","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adversary; Documentary evidence; Spanish Civil War","score_opus":0.012060822614321924,"score_gpt":0.2646680434258261,"score_spread":0.2526072208115042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030160969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000096661715,0.0016628967,3.9264958e-7,0.0010165722,0.0006068667,0.0009342575,0.00007245828,0.00009797978,0.9955119],"genre_scores_gemma":[0.00010183869,0.0018348878,0.00033199377,0.0019796987,0.0002172589,0.000073869356,0.00027330432,0.000098752396,0.9950884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824405,0.00022154093,0.0006064823,0.00020418092,0.00036132225,0.00036240715],"domain_scores_gemma":[0.99849844,0.000242504,0.000629635,0.00043065372,0.00010298607,0.000095808],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003792971,0.00028045644,0.00037587143,0.00005043442,0.00028736203,0.000022328011,0.00023576288,0.00036439407,0.72080946],"category_scores_gemma":[0.00006853934,0.00021345513,0.000094996794,0.0000075168246,0.0001241215,1.1387289e-7,0.00045649946,0.00039015157,0.009250196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026352629,0.000017780614,0.000048474936,0.0011788064,0.00012215202,0.000009853717,0.0002729079,0.000007596021,2.6685296e-7,0.0001324645,0.9974366,0.0007467855],"study_design_scores_gemma":[0.00055924855,0.000036297773,0.00009971506,0.00048390284,0.00009217671,0.000008582357,0.00067073596,0.0000064963237,0.0000011572225,0.000007256316,0.9978215,0.00021291617],"about_ca_topic_score_codex":0.004851983,"about_ca_topic_score_gemma":0.008395397,"teacher_disagreement_score":0.7115593,"about_ca_system_score_codex":0.00008175479,"about_ca_system_score_gemma":0.000054444146,"threshold_uncertainty_score":0.99152124},"labels":[],"label_agreement":null},{"id":"W7030538146","doi":"","title":"Nutrition, intestinal permeability, and mental- and neurodevelopmental disorders in children","year":2020,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Háskóli Íslands","keywords":"Autism spectrum disorder; Spectrum disorder","score_opus":0.01592382417150492,"score_gpt":0.33763071792145355,"score_spread":0.32170689374994865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030538146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832756,0.00061099813,0.000011549038,0.0045338073,0.0007200942,0.0044885944,0.0000567556,0.0000760912,0.0062265405],"genre_scores_gemma":[0.9886267,0.0045622243,0.00059298537,0.0004919607,0.00011751674,0.00040705575,0.0031358066,0.00007330676,0.001992416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685484,0.00038328883,0.00082645135,0.0009963679,0.00035690103,0.00058216567],"domain_scores_gemma":[0.9990417,0.00012604079,0.00030014254,0.0002150921,0.000048655224,0.00026837492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035888338,0.0005253303,0.0005490492,0.00029825393,0.0006184721,0.00007931805,0.00021883233,0.00027529252,0.00038028508],"category_scores_gemma":[0.00009180227,0.00057667797,0.00006012025,0.00031917793,0.00014473664,0.00025658024,0.0004180128,0.0010264977,0.00006514026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015723621,0.00047203043,0.9684166,0.002506707,0.00011435608,0.000005855518,0.012399227,1.9205677e-7,0.00007028877,0.0012063694,0.0032944279,0.011356723],"study_design_scores_gemma":[0.0027268582,0.00023856937,0.97431767,0.0009159413,0.000098766104,0.00000449098,0.014875376,0.00019662695,0.000008810816,0.0012018797,0.004900678,0.00051434746],"about_ca_topic_score_codex":0.00073158066,"about_ca_topic_score_gemma":0.0035178026,"teacher_disagreement_score":0.010842375,"about_ca_system_score_codex":0.00020300025,"about_ca_system_score_gemma":0.00019414573,"threshold_uncertainty_score":0.9996685},"labels":[],"label_agreement":null},{"id":"W7034832178","doi":"","title":"!@#!ZOHO ((((l800~681`7208))))))ZOHO Technical Support Phone Number’’’’ZOHO technical Support","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Service (business); Electronic mail; The Internet; Telephone number; Phone call","score_opus":0.02483323862221173,"score_gpt":0.37778564005274357,"score_spread":0.35295240143053186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034832178","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010893033,0.0000050700332,0.0054614427,0.0019049247,0.0035702877,0.007626942,0.00033649823,0.003027763,0.97795814],"genre_scores_gemma":[0.0048737735,0.0010819578,0.005588041,0.0016718963,0.0015179052,0.004333453,0.0005463471,0.0015431056,0.9788435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98305035,0.002189143,0.003229408,0.0061853984,0.0022543506,0.0030913423],"domain_scores_gemma":[0.98376614,0.001316444,0.0023296776,0.010908313,0.000376486,0.0013029496],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0105936285,0.0019208168,0.002665403,0.0009085105,0.0008451345,0.00014346288,0.004747225,0.0035724868,0.97192067],"category_scores_gemma":[0.0020815742,0.0018109031,0.001021286,0.00067915284,0.00083306525,0.0004453468,0.009766376,0.004288559,0.9788924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025407446,0.0010495526,0.026088681,0.0010159375,0.0007197372,0.00028295524,0.00025817577,0.0000015820161,0.000846266,0.0067511336,0.954781,0.007950893],"study_design_scores_gemma":[0.0029383157,0.000005253414,0.005523103,0.0011173646,0.0006068495,0.00006868259,0.00018637345,0.0000073960705,0.00016468785,0.002803434,0.9847247,0.0018538223],"about_ca_topic_score_codex":0.0007725981,"about_ca_topic_score_gemma":0.0010202464,"teacher_disagreement_score":0.029943706,"about_ca_system_score_codex":0.0019087046,"about_ca_system_score_gemma":0.0019989272,"threshold_uncertainty_score":0.9993535},"labels":[],"label_agreement":null},{"id":"W7042512667","doi":"","title":"Patient engagement in the development of HIV-specific health instruments: a systematic mixed studies review using Thematic Analysis","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; McGill University","keywords":"Thematic analysis; Grassroots; Psychosocial; Human immunodeficiency virus (HIV); Public engagement; Critical appraisal; Community engagement; Public health","score_opus":0.1500412829236568,"score_gpt":0.4233183099037651,"score_spread":0.27327702698010836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042512667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89966124,0.03474753,0.0000061189194,0.00019257965,0.0031253602,0.024051715,0.00035522168,0.00014656606,0.03771369],"genre_scores_gemma":[0.96415514,0.020206237,0.004548311,0.0010780656,0.000029678351,0.0051496346,0.0013643178,0.00017419801,0.0032944265],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98460287,0.0061719115,0.0052023274,0.0010095724,0.0019618666,0.0010514779],"domain_scores_gemma":[0.9895852,0.00082559703,0.0067861076,0.0020075233,0.0006187149,0.00017684296],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013248049,0.0009304586,0.0034484423,0.0010993003,0.0040894253,0.000049686536,0.001328654,0.0003078576,0.00025268205],"category_scores_gemma":[0.001114909,0.00066937594,0.0005608201,0.0013161013,0.000055762317,0.0004438485,0.00041726444,0.0017257346,0.00013482153],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013673378,0.0015033573,0.00046959863,0.83503443,0.015662836,0.000032886972,0.007273464,0.00004305963,0.00018299083,0.030853296,0.00025785938,0.10854949],"study_design_scores_gemma":[0.0041843676,0.00044138212,0.011548197,0.6604787,0.01498464,0.0000037596883,0.25918722,0.000114876304,0.0004547077,0.0041028894,0.04132735,0.0031719285],"about_ca_topic_score_codex":0.000113403454,"about_ca_topic_score_gemma":0.002776735,"teacher_disagreement_score":0.25191376,"about_ca_system_score_codex":0.0029956766,"about_ca_system_score_gemma":0.0003861334,"threshold_uncertainty_score":0.99957573},"labels":[],"label_agreement":null},{"id":"W7070950324","doi":"","title":"Quantitative Classification of Pediatric Swallowing through Accelerometry","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Diafiltration; Articular cartilage damage; Dysgeusia; Proteogenomics","score_opus":0.02894751278377737,"score_gpt":0.29497746959184207,"score_spread":0.2660299568080647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070950324","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35183215,0.0010959205,0.00008027666,0.0005510406,0.0014429376,0.00062695943,0.00016610228,0.000013933926,0.64419067],"genre_scores_gemma":[0.9446698,0.00096231245,0.0013729273,0.00027780555,0.00016777987,0.000055723336,0.00026536846,0.000045231194,0.052183058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996639,0.00018525761,0.00074396684,0.0002830454,0.0017259609,0.0004227763],"domain_scores_gemma":[0.99795866,0.00064459146,0.0009846562,0.00025278155,0.0000026668472,0.00015664245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003497802,0.00027241965,0.00047830265,0.00007106548,0.00031085464,0.000006501274,0.0002800269,0.000107460226,0.00023761962],"category_scores_gemma":[0.00000983668,0.00026516474,0.000050230126,0.0001960305,0.000027031345,0.0005598055,0.00011126087,0.0004055413,2.2552593e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014013685,0.0001540287,0.3016324,0.008004169,0.0007101941,0.000015280857,0.0028197032,0.00000712581,0.017785084,0.6528825,0.010463105,0.0041250163],"study_design_scores_gemma":[0.0005193338,0.00008568597,0.921897,0.0003708817,0.0003108642,9.9160516e-8,0.057144847,0.00011368149,0.0038070583,0.0011540734,0.01421528,0.0003811797],"about_ca_topic_score_codex":0.004157905,"about_ca_topic_score_gemma":0.037601165,"teacher_disagreement_score":0.65172845,"about_ca_system_score_codex":0.000020273395,"about_ca_system_score_gemma":0.0028457644,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W7081970829","doi":"10.11159/icceia25.135","title":"Estimation of Basin Water Balance Components Using SWAT Model, In South Africa","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Water balance; Structural basin; Estimation; Hydrology (agriculture); Water resources; Balance (ability)","score_opus":0.05247315161327246,"score_gpt":0.3542602810607858,"score_spread":0.3017871294475133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081970829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771104,0.00007023153,0.00026367066,0.0054066647,0.0004674186,0.001084781,0.000004466954,0.00028553058,0.015306843],"genre_scores_gemma":[0.9848115,0.000012052027,0.003604476,0.0000822753,0.000004528132,0.000055386994,9.018866e-7,0.000010485825,0.0114183985],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987249,0.000012236724,0.00047932015,0.00022601736,0.0002279445,0.00032958467],"domain_scores_gemma":[0.9993051,0.000061650084,0.00032979055,0.00020815588,0.00008233319,0.000012966716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030201618,0.00015285924,0.00032281404,0.00054255244,0.00015152682,0.000011676777,0.000659549,0.00011206824,0.0000072900652],"category_scores_gemma":[0.00013118543,0.00009721193,0.00004999609,0.00059537543,0.00012769981,0.0001561745,0.00071562995,0.0003608748,0.0000034306581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008323475,0.00057416514,0.49868307,0.003792527,0.0003525625,0.0000014493467,0.005997712,0.015611979,0.09120764,0.32522523,0.041744567,0.015976744],"study_design_scores_gemma":[0.0040513123,0.000093716364,0.011649558,0.0097655,0.00021669871,1.4337861e-7,0.010839793,0.4195491,0.400358,0.1369081,0.0060100006,0.00055809034],"about_ca_topic_score_codex":0.000029248058,"about_ca_topic_score_gemma":0.000011773348,"teacher_disagreement_score":0.4870335,"about_ca_system_score_codex":0.00013076523,"about_ca_system_score_gemma":0.00004946766,"threshold_uncertainty_score":0.39641875},"labels":[],"label_agreement":null},{"id":"W7086744697","doi":"10.1007/978-3-031-95373-6_7","title":"Rebuilding Swallowing Strength: A Specialized Diet Approach for Post-Stroke Dysphagia Recovery","year":2025,"lang":"en","type":"book-chapter","venue":"Nutrition and health","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Dysphagia; Swallowing; Standardization; Function (biology); Health care; Oropharyngeal dysphagia","score_opus":0.07609037464679012,"score_gpt":0.4007326291337037,"score_spread":0.3246422544869136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086744697","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003861164,0.0053689247,0.009793812,0.017507246,0.0026882342,0.01117066,0.0019457621,0.00038207593,0.9511047],"genre_scores_gemma":[0.00026128863,0.019632803,0.03204465,0.017421992,0.0018136324,0.0012019821,0.0040526628,0.000117370255,0.9234536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969893,0.00012762971,0.0010749933,0.0007398829,0.00033389352,0.0007342842],"domain_scores_gemma":[0.99811643,0.0003535291,0.00062437635,0.00036396395,0.00027066958,0.00027100535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011802517,0.00044936102,0.0009716365,0.0004997985,0.0012781364,0.00005048164,0.00017753583,0.0005906921,0.0005084656],"category_scores_gemma":[0.000052717078,0.00047082553,0.0002396649,0.00006349508,0.00003591459,0.0001515615,0.00017805172,0.0009519386,0.000026811971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009517836,0.00025691817,0.0000694204,0.016557708,0.00043364297,0.00000407065,0.0004301161,5.515143e-7,0.000014650103,0.45420104,0.497449,0.029631076],"study_design_scores_gemma":[0.004848767,0.00052961946,0.00011997866,0.0028446692,0.00018323418,5.0595054e-7,0.0007122188,0.0001490689,0.0000011782463,0.00774584,0.98245746,0.00040747575],"about_ca_topic_score_codex":0.00014426379,"about_ca_topic_score_gemma":0.00021723504,"teacher_disagreement_score":0.48500842,"about_ca_system_score_codex":0.00065994734,"about_ca_system_score_gemma":0.0007664906,"threshold_uncertainty_score":0.99977434},"labels":[],"label_agreement":null},{"id":"W7099449364","doi":"","title":"RESTORATION OF NATIVE BIODIVERSITY IN ALTERED ENVIRONMENTS: REINTRODUCTION OF ATLANTIC SALMON INTO LAKE ONTARIO","year":2016,"lang":"en","type":"article","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salmo; Population; Key (lock); Selection (genetic algorithm); Biodiversity; Population genetics; Adaptation (eye)","score_opus":0.033069188660150066,"score_gpt":0.32576966250870704,"score_spread":0.29270047384855696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099449364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907578,0.0000042394713,0.002135741,0.0015758646,0.00038561292,0.0005332927,0.0000040546006,0.000011351657,0.004592009],"genre_scores_gemma":[0.9895919,0.00004133405,0.000660475,0.00004659289,0.000030349498,0.00001315392,0.000025987852,0.0000028278316,0.009587382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990184,0.00017227556,0.00034244542,0.00016235546,0.00017441824,0.00013010761],"domain_scores_gemma":[0.999452,0.00006939287,0.00024750573,0.00017485298,0.000032833454,0.00002344303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038708874,0.00006763619,0.00015405935,0.00013841169,0.0000634562,8.8258366e-7,0.0000749868,0.00005839783,0.0014119863],"category_scores_gemma":[0.00003600208,0.000048111884,0.00002311803,0.00008616979,0.000045119254,0.00021503557,0.0000941378,0.00008560447,0.00007729323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001890515,0.00015454533,0.9717962,0.000087277556,0.00004574025,7.841685e-7,0.0037376953,0.000006145568,0.010274354,0.0032355126,0.009400595,0.0010721007],"study_design_scores_gemma":[0.0017664875,0.00018214027,0.95113516,0.00015165894,0.00003186421,4.209792e-8,0.0014647789,0.000008086257,0.002217362,0.00077914924,0.042168476,0.0000947995],"about_ca_topic_score_codex":0.021530956,"about_ca_topic_score_gemma":0.33325002,"teacher_disagreement_score":0.31171906,"about_ca_system_score_codex":0.00041241362,"about_ca_system_score_gemma":0.000064065185,"threshold_uncertainty_score":0.9995009},"labels":[],"label_agreement":null},{"id":"W7111235203","doi":"10.71747/uow-r3gk326m.28879157.v1","title":"Perceptions and Utilization of Registered Dietitian Nutritionists in Multiple Sclerosis Care: A Pilot Survey of Multidisciplinary Providers","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Referral; Multidisciplinary approach; Perception; Health professionals; Patient referral; Multidisciplinary team; Multiple sclerosis","score_opus":0.3102596836039801,"score_gpt":0.4157659269252423,"score_spread":0.10550624332126218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111235203","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27665088,0.011214626,0.00011678316,0.002123844,0.0009214047,0.016161991,0.6856936,0.00013947136,0.0069773956],"genre_scores_gemma":[0.9279816,0.00059067365,0.00021831699,0.000058686546,0.00001628836,0.00069509033,0.06946123,0.00002700291,0.0009511156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966749,0.0008907378,0.0011908396,0.0005486679,0.00027691666,0.0004179572],"domain_scores_gemma":[0.9972018,0.00080615387,0.00061236444,0.0005343455,0.0007441522,0.00010120368],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035128545,0.0002775629,0.00055208156,0.00048333802,0.000480711,0.000035385343,0.0002553696,0.00024305147,0.011178437],"category_scores_gemma":[0.0017934823,0.00031765536,0.00007890157,0.0010105218,0.000081078004,0.00029986116,0.0006616129,0.0003499842,0.000037834307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009871493,0.0029131274,0.763351,0.07956659,0.00025449326,0.0000067958076,0.023797031,0.0000719884,0.0007553545,0.00020395215,0.11837455,0.009717944],"study_design_scores_gemma":[0.0035370062,0.00034390538,0.94431084,0.034365512,0.000061795676,8.0981444e-8,0.014460322,0.0017414656,0.00007702598,0.000037307505,0.00085162837,0.00021307857],"about_ca_topic_score_codex":0.004583462,"about_ca_topic_score_gemma":0.04105655,"teacher_disagreement_score":0.6513307,"about_ca_system_score_codex":0.0002598522,"about_ca_system_score_gemma":0.00056224316,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W7111257198","doi":"10.1002/central/cn-01954463/full","title":"Effects of a sensorimotor short-term rehabilitation programme on dysphagia after cerebral infraction. a comparative study","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Dysphagia; Swallowing; Stroke (engine); Rehabilitation; Repeated measures design; Analysis of variance; Pharyngeal muscles; Oropharyngeal dysphagia","score_opus":0.09200304876409103,"score_gpt":0.40989865854864255,"score_spread":0.3178956097845515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111257198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916172,0.00001616709,0.00007176781,0.00046203355,0.0001939025,0.0066157933,0.0000033488102,0.000037478396,0.0009823063],"genre_scores_gemma":[0.99886024,0.000012896874,0.00032641154,0.000024370756,0.0000393684,0.00008139414,0.000006527145,0.000014696385,0.00063411635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607146,0.0019019701,0.0002923481,0.0003645574,0.00086421083,0.0005054351],"domain_scores_gemma":[0.99619925,0.002541536,0.00015950661,0.00054862874,0.00044361022,0.00010746644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015608021,0.00015567626,0.00036223096,0.0003106217,0.00032926814,0.00000998063,0.0003680806,0.00008902073,0.00036189964],"category_scores_gemma":[0.00007969049,0.00012776916,0.00010229864,0.00038799562,0.00023854965,0.00032207448,0.00040041303,0.0006800661,0.0005312028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002488159,0.0020053335,0.70983475,0.0015602753,0.00045097683,0.000024503992,0.27843925,0.000016847553,0.0006317476,0.0006426935,0.0025333073,0.0013721718],"study_design_scores_gemma":[0.0019835776,0.0023516384,0.79249907,0.00027153912,0.00006460001,8.429325e-8,0.19970807,0.000090967485,0.00010090838,0.00010418806,0.002722578,0.000102754326],"about_ca_topic_score_codex":0.000041837928,"about_ca_topic_score_gemma":0.000020156494,"teacher_disagreement_score":0.082664356,"about_ca_system_score_codex":0.00033972587,"about_ca_system_score_gemma":0.00012609705,"threshold_uncertainty_score":0.68277144},"labels":[],"label_agreement":null},{"id":"W7113020106","doi":"","title":"Neurorehabilitation for oropharyngeal dysphagia in older patients","year":2023,"lang":"en","type":"book-chapter","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Neurorehabilitation; Dysphagia; Oropharyngeal dysphagia; Swallowing; Rehabilitation","score_opus":0.1583432178803618,"score_gpt":0.40467559775482703,"score_spread":0.24633237987446524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113020106","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39473212,0.00049941504,0.0019461995,0.028010475,0.0071677826,0.07091887,0.0008913666,0.00096416293,0.49486962],"genre_scores_gemma":[0.16764286,0.0019184824,0.00083999266,0.00039170345,0.0004836953,0.00020406781,0.0010174877,0.00037874145,0.827123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970731,0.00041727725,0.00042685503,0.00053215574,0.00088215934,0.00066842634],"domain_scores_gemma":[0.9962126,0.002157827,0.00026473394,0.00060341676,0.0006489485,0.000112483736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019352504,0.00023757959,0.00045139447,0.0006403716,0.000602099,0.00000935704,0.0007216844,0.0003065016,0.00064800587],"category_scores_gemma":[0.00016244157,0.00022195239,0.00016914602,0.00016798836,0.00031930895,0.00021523928,0.00080227223,0.0011428903,0.00094799657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023087242,0.0007358779,0.031894304,0.010380464,0.0008205403,0.00012426473,0.19101535,0.000055144174,0.000034624445,0.18282227,0.5501484,0.029659992],"study_design_scores_gemma":[0.00742055,0.001024226,0.2844425,0.0020865377,0.00019208089,8.268682e-8,0.034165937,0.00027853795,0.000003259852,0.029175004,0.64059895,0.0006123078],"about_ca_topic_score_codex":0.00002292928,"about_ca_topic_score_gemma":0.000059932518,"teacher_disagreement_score":0.33225334,"about_ca_system_score_codex":0.0005158064,"about_ca_system_score_gemma":0.0002485631,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W7115002463","doi":"10.2139/ssrn.5896822","title":"Death by Choking or Dysphagia: A Review of Coronial Findings (Australia and Canada): A Picture of Preventable Death, Non-adherence to Written Recommendations, and Lack of Appropriate Supervision","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Choking; Coroner; Aspiration pneumonia; Cause of death; Dysphagia; Swallowing; Inquest; Occupational safety and health","score_opus":0.05749431302416252,"score_gpt":0.41895608504492676,"score_spread":0.36146177202076424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115002463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94406533,0.03234156,0.007073588,0.0068199243,0.0013915575,0.0067195287,0.0006379915,0.000024660527,0.0009258413],"genre_scores_gemma":[0.6835473,0.29573384,0.0027893165,0.000825659,0.000116211864,0.00019360965,0.0001773816,0.00004351773,0.016573159],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962151,0.0003621744,0.001375137,0.00040790398,0.00045475247,0.0011849285],"domain_scores_gemma":[0.9980135,0.00016803536,0.0010384639,0.00031793013,0.00032037543,0.00014169856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027321682,0.000327229,0.0009864727,0.00016593844,0.00024242354,0.000014321224,0.0004276147,0.00024568263,0.00024688282],"category_scores_gemma":[0.00014547404,0.00026608072,0.00008323556,0.00018520188,0.000027965621,0.0001106581,0.00073583354,0.0025543673,5.576279e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024723506,0.0011353355,0.43697554,0.20778582,0.008018585,0.00002203167,0.0049628583,0.00006933081,0.0021075807,0.053363256,0.19920771,0.08387962],"study_design_scores_gemma":[0.026541539,0.012754273,0.07949136,0.62218136,0.012277824,0.00018813227,0.025466647,0.00072616525,0.002387011,0.093144424,0.119593985,0.0052472632],"about_ca_topic_score_codex":0.100318015,"about_ca_topic_score_gemma":0.12398664,"teacher_disagreement_score":0.41439557,"about_ca_system_score_codex":0.0010200604,"about_ca_system_score_gemma":0.007844431,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null},{"id":"W7115682957","doi":"10.26181/30690488","title":"Perspectives of speech and language therapists in paediatric palliative care:an international exploratory study","year":2020,"lang":"","type":"article","venue":"La Trobe University","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Nonprobability sampling; Exploratory research; Checklist; Palliative care; Service (business); Content analysis; Descriptive statistics","score_opus":0.03798705961197685,"score_gpt":0.3445265936545321,"score_spread":0.30653953404255524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115682957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879128,0.0006664161,0.00015155533,0.0011615582,0.00020151824,0.001086532,0.000063215404,0.00003247309,0.008723986],"genre_scores_gemma":[0.9979025,0.0011606948,0.00033124327,0.00009233316,0.00013240377,0.0000018950091,0.000013569598,0.000013317698,0.00035203283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976093,0.0012039569,0.00023399173,0.00045034077,0.00028088593,0.0002215343],"domain_scores_gemma":[0.99912345,0.00017687518,0.00022439884,0.00018406569,0.00014009509,0.00015108577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030508504,0.00018113172,0.00030026142,0.00023132555,0.000164868,0.000013968272,0.00033891553,0.00010635565,0.00039837704],"category_scores_gemma":[0.000042846805,0.00020213507,0.000051643146,0.00039936445,0.00009294344,0.00045646072,0.0004957051,0.0004699108,0.000009871386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033836733,0.0005122286,0.3778117,0.00013508968,0.0001822744,0.00018344574,0.61603063,0.000011482913,0.000042175867,0.0025586071,0.000063092324,0.0021308903],"study_design_scores_gemma":[0.0030400846,0.00039047966,0.29946253,0.000028414957,0.00008138707,3.0575716e-8,0.69562286,0.00017468633,0.0000054362404,0.000013328504,0.0010604152,0.0001203474],"about_ca_topic_score_codex":0.00039456462,"about_ca_topic_score_gemma":0.001229028,"teacher_disagreement_score":0.079592235,"about_ca_system_score_codex":0.0003634512,"about_ca_system_score_gemma":0.00015965715,"threshold_uncertainty_score":0.8242829},"labels":[],"label_agreement":null},{"id":"W7115709509","doi":"10.26181/30690488.v1","title":"Perspectives of speech and language therapists in paediatric palliative care:an international exploratory study","year":2020,"lang":"","type":"article","venue":"La Trobe University","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Nonprobability sampling; Exploratory research; Checklist; Palliative care; Service (business); Content analysis; Descriptive statistics","score_opus":0.03798705961197685,"score_gpt":0.3445265936545321,"score_spread":0.30653953404255524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115709509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879128,0.0006664161,0.00015155533,0.0011615582,0.00020151824,0.001086532,0.000063215404,0.00003247309,0.008723986],"genre_scores_gemma":[0.9979025,0.0011606948,0.00033124327,0.00009233316,0.00013240377,0.0000018950091,0.000013569598,0.000013317698,0.00035203283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976093,0.0012039569,0.00023399173,0.00045034077,0.00028088593,0.0002215343],"domain_scores_gemma":[0.99912345,0.00017687518,0.00022439884,0.00018406569,0.00014009509,0.00015108577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030508504,0.00018113172,0.00030026142,0.00023132555,0.000164868,0.000013968272,0.00033891553,0.00010635565,0.00039837704],"category_scores_gemma":[0.000042846805,0.00020213507,0.000051643146,0.00039936445,0.00009294344,0.00045646072,0.0004957051,0.0004699108,0.000009871386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033836733,0.0005122286,0.3778117,0.00013508968,0.0001822744,0.00018344574,0.61603063,0.000011482913,0.000042175867,0.0025586071,0.000063092324,0.0021308903],"study_design_scores_gemma":[0.0030400846,0.00039047966,0.29946253,0.000028414957,0.00008138707,3.0575716e-8,0.69562286,0.00017468633,0.0000054362404,0.000013328504,0.0010604152,0.0001203474],"about_ca_topic_score_codex":0.00039456462,"about_ca_topic_score_gemma":0.001229028,"teacher_disagreement_score":0.079592235,"about_ca_system_score_codex":0.0003634512,"about_ca_system_score_gemma":0.00015965715,"threshold_uncertainty_score":0.8242829},"labels":[],"label_agreement":null},{"id":"W7115716232","doi":"10.26443/mjm.v22i1.1107","title":"Approach to: Dysphagia","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Multidisciplinary approach; Dysphagia; Multidisciplinary team; Psychological intervention; Swallowing","score_opus":0.0643604611067197,"score_gpt":0.44347285672573555,"score_spread":0.3791123956190159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115716232","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004028375,0.0004461609,0.02024194,0.057128754,0.0044299993,0.0006199897,0.0000021672151,0.00003402476,0.9130686],"genre_scores_gemma":[0.76719654,0.00038489542,0.0104038445,0.11010746,0.0013800644,0.000038752052,0.000006157025,0.000034154808,0.110448144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982087,0.00019346885,0.0007898274,0.00012081845,0.00039180592,0.00029539524],"domain_scores_gemma":[0.9987891,0.00021137606,0.00031986876,0.00019890127,0.00030375776,0.00017705253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018134051,0.000116224255,0.00039563954,0.00039660462,0.0003034274,0.0000020823272,0.0003083329,0.00006956979,0.0004214188],"category_scores_gemma":[0.0003459386,0.00007600359,0.000049441856,0.00044148767,0.000036272744,0.00008095948,0.00011927691,0.00050904753,0.00006442327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010994537,0.00010309033,0.0025405942,0.00019461848,0.00021435153,0.000019117333,0.00038469397,0.000023340603,0.00038838206,0.072512805,0.9118496,0.011659468],"study_design_scores_gemma":[0.0029461444,0.00023901217,0.0135788135,0.0006330366,0.00016967293,0.0000040087752,0.0023391566,0.000039560484,0.000023063578,0.001472606,0.9784868,0.00006812804],"about_ca_topic_score_codex":0.000033555552,"about_ca_topic_score_gemma":0.000005064091,"teacher_disagreement_score":0.8026205,"about_ca_system_score_codex":0.00016037298,"about_ca_system_score_gemma":0.00011880168,"threshold_uncertainty_score":0.46142402},"labels":[],"label_agreement":null},{"id":"W7115820868","doi":"","title":"Exploring the relationship between frailty, physical activity, and swallowing","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Rehabilitation; Logistic regression; Oropharyngeal dysphagia; Context (archaeology); Activities of daily living; Physical activity","score_opus":0.16992483319736348,"score_gpt":0.3681962980660486,"score_spread":0.1982714648686851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45733416,0.000014996855,0.00015982536,0.00036985625,0.00060778396,0.0006131608,0.0000106515145,0.00008869618,0.54080087],"genre_scores_gemma":[0.43233508,0.000020618929,0.000034857116,0.000033375138,0.00017072633,0.000013605689,0.00007732178,0.00001987072,0.56729454],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99830425,0.00040937282,0.0001731749,0.0004396299,0.00027786818,0.00039573485],"domain_scores_gemma":[0.9979376,0.0013893303,0.00021371785,0.00031056302,0.000060412476,0.0000883568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018896576,0.00029650747,0.00036210357,0.00021172938,0.0012894573,0.000043706437,0.00038213728,0.00019672171,0.0027566291],"category_scores_gemma":[0.00005877342,0.00026576535,0.00012060565,0.0005129453,0.000030887873,0.00050941866,0.00038775188,0.0012357527,0.00008749555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023492682,0.000110000874,0.26632723,0.0021413686,0.0007140966,0.000039186478,0.011344447,0.000009784212,0.000048431557,0.060900114,0.0034199054,0.6547105],"study_design_scores_gemma":[0.0007565852,0.000031367334,0.7282312,0.00074364647,0.00064736995,4.3587768e-8,0.020233309,0.000034936602,0.00001867924,0.0007055761,0.24828099,0.0003162802],"about_ca_topic_score_codex":0.00031315742,"about_ca_topic_score_gemma":0.0011202298,"teacher_disagreement_score":0.6543942,"about_ca_system_score_codex":0.00023799903,"about_ca_system_score_gemma":0.00018206528,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W7115898378","doi":"10.1002/lio2.70333","title":"Introducing the Modified Cobb Angle for Measuring Cervical Spine Curvature During Swallowing","year":2025,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute on Aging; National Institutes of Health; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Swallowing; Cervical spine; Curvature; Cervical vertebrae; CobB; Biomechanics","score_opus":0.043078026757829964,"score_gpt":0.35842575193257903,"score_spread":0.31534772517474907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115898378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91020113,0.0010125005,0.016147267,0.03231427,0.0027920734,0.005453901,0.00002433545,0.0004219732,0.03163257],"genre_scores_gemma":[0.9664596,0.000047719463,0.005730744,0.012431667,0.0007212409,0.0024036295,0.00009193137,0.000076688055,0.012036787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99596024,0.0009805643,0.00083547586,0.00082583906,0.00027622486,0.001121671],"domain_scores_gemma":[0.9978012,0.00071372464,0.0003193198,0.00069269247,0.00029847134,0.00017459881],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014801378,0.0004224372,0.000670878,0.0002669725,0.0021277617,0.000045798628,0.0007077303,0.0003803621,0.00015294005],"category_scores_gemma":[0.0010852073,0.00032294524,0.00017209338,0.0008152136,0.00040049717,0.0003227403,0.00077699317,0.0013662819,0.00006555743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054865837,0.00032685377,0.19899724,0.0040934337,0.0021578653,0.000062046,0.007937743,0.0007600105,0.11797968,0.6342307,0.03220489,0.0007008814],"study_design_scores_gemma":[0.009620229,0.00035118576,0.80361974,0.0021028367,0.0008165421,0.000006085377,0.0036335948,0.0077994196,0.018005561,0.03483147,0.11798188,0.0012314413],"about_ca_topic_score_codex":0.00017367036,"about_ca_topic_score_gemma":0.00040926837,"teacher_disagreement_score":0.6046225,"about_ca_system_score_codex":0.00032658724,"about_ca_system_score_gemma":0.00039470877,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W7117239238","doi":"10.14218/jtg.2025.00048","title":"Electrical Stimulation of Cranial Nerves for Treating Dysphagia: A Critical Review","year":2025,"lang":"en","type":"article","venue":"Journal of Translational Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Stimulation; Vagus nerve stimulation; Vagus nerve; Swallowing; Brain stimulation; Adverse effect","score_opus":0.040528806638487395,"score_gpt":0.4407257477445664,"score_spread":0.400196941106079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117239238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1164315,0.0044121738,0.82923114,0.044344142,0.001642426,0.0017196867,0.00004091988,0.000023284265,0.0021547237],"genre_scores_gemma":[0.9734332,0.000344946,0.022937007,0.002697969,0.0002447621,0.00004731305,0.000019845844,0.000010881834,0.0002640652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778515,0.00035476717,0.001236968,0.0001167987,0.00022693475,0.0002793578],"domain_scores_gemma":[0.9977221,0.0011445011,0.0004530308,0.00007833555,0.0005471416,0.00005491112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009745124,0.00010759024,0.00047665116,0.00022346685,0.00013162752,0.0000032754672,0.00014081081,0.00008467123,0.0001934949],"category_scores_gemma":[0.00039669767,0.00009095152,0.00021360833,0.00013788155,0.000051459072,0.00013994526,0.00001610498,0.000302391,0.0000013902041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008325231,0.0011731344,0.80819863,0.008256027,0.0015449839,0.000017063168,0.00043678677,0.0011804801,0.0032629294,0.100702226,0.05164162,0.015260875],"study_design_scores_gemma":[0.020078368,0.0052172765,0.9031436,0.0065326397,0.0031860587,0.000033214852,0.00018242124,0.012586556,0.00008972912,0.028075255,0.020631924,0.00024294258],"about_ca_topic_score_codex":0.000002800979,"about_ca_topic_score_gemma":0.000012220786,"teacher_disagreement_score":0.8570017,"about_ca_system_score_codex":0.0000501265,"about_ca_system_score_gemma":0.00019416928,"threshold_uncertainty_score":0.3708895},"labels":[],"label_agreement":null},{"id":"W7117308627","doi":"10.1002/alz70858_104426","title":"Differences in swallowing and general caregiver burden between child and spouse caregivers of people living with dementia","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Spouse; Dementia; Caregiver burden; Swallowing; Activities of daily living; Population","score_opus":0.02154946130936627,"score_gpt":0.31015189515693875,"score_spread":0.2886024338475725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117308627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718094,0.019576196,0.00037244396,0.00088398525,0.00020347898,0.00073842943,0.00000705115,0.000038069637,0.0063709305],"genre_scores_gemma":[0.99855196,0.00037468612,0.0006540711,0.00015448856,0.000053257623,0.00006395203,0.000012557226,0.000016896138,0.00011814654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841446,0.00018470614,0.0003913469,0.00038017257,0.0002130279,0.0004162822],"domain_scores_gemma":[0.99931455,0.00017516286,0.00016250972,0.00021877271,0.00005334311,0.000075655604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032501575,0.00020977002,0.00038535212,0.00024448935,0.00034560665,0.000025112575,0.00017069209,0.000088279034,0.00011166688],"category_scores_gemma":[0.000009160634,0.00018392206,0.0000322812,0.00024766583,0.000074050855,0.00021383623,0.0004271808,0.00023298746,0.0000028936104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013813936,0.000022352559,0.9824498,0.000086377004,0.0062137614,0.000002176234,0.006597644,0.0000051522925,0.000031455616,0.001419122,0.00047737052,0.0026809326],"study_design_scores_gemma":[0.0012305137,0.000060375398,0.97512317,0.00050652213,0.007952096,1.6793497e-7,0.013239226,0.00006813008,0.000045796685,0.0000569204,0.0015210491,0.00019601546],"about_ca_topic_score_codex":0.003419042,"about_ca_topic_score_gemma":0.0022785498,"teacher_disagreement_score":0.02674253,"about_ca_system_score_codex":0.000012551621,"about_ca_system_score_gemma":0.00007413994,"threshold_uncertainty_score":0.7500124},"labels":[],"label_agreement":null},{"id":"W7120387498","doi":"","title":"Dysphagia in stroke: diagnosis, predictors and associated outcomes","year":2017,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Swallowing; Stroke (engine); Oropharyngeal dysphagia","score_opus":0.031073955246906305,"score_gpt":0.325652400913984,"score_spread":0.2945784456670777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120387498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6391231,0.0033918885,0.00042066275,0.051685017,0.018514104,0.00976452,0.001444735,0.0011646892,0.2744913],"genre_scores_gemma":[0.9689274,0.0036597427,0.0002714804,0.00036534964,0.000419732,0.0023245346,0.0030496006,0.00020175973,0.020780392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898692,0.0019218067,0.0024082938,0.0019050376,0.001808443,0.002087249],"domain_scores_gemma":[0.9928033,0.0013835201,0.0027318264,0.0014118435,0.00064552226,0.0010240065],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002580576,0.0014723126,0.0019847648,0.0014715255,0.003049309,0.00056349585,0.0014849121,0.002868076,0.0003450342],"category_scores_gemma":[0.0026466434,0.0014780748,0.0004618064,0.00061389484,0.000054508433,0.0011068814,0.0005015347,0.0034780696,0.000058669088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006125819,0.0027585302,0.5207631,0.001721074,0.0024043913,0.0006428032,0.014521392,0.000025463482,0.00012459926,0.44568104,0.006414674,0.004330374],"study_design_scores_gemma":[0.003884227,0.00014160505,0.5363901,0.0015938613,0.0006172335,0.00002009909,0.0032864474,0.000306107,0.000038421957,0.00026198677,0.45243302,0.0010268795],"about_ca_topic_score_codex":0.000036700185,"about_ca_topic_score_gemma":0.008572408,"teacher_disagreement_score":0.44601834,"about_ca_system_score_codex":0.0024703115,"about_ca_system_score_gemma":0.0019892494,"threshold_uncertainty_score":0.99980265},"labels":[],"label_agreement":null},{"id":"W7120529594","doi":"","title":"Sintomas não motores na doença de parkinson : aspectos da cognição, fala e deglutição","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mood; Anxiety","score_opus":0.041772938949710306,"score_gpt":0.33026766827451226,"score_spread":0.28849472932480197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120529594","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36912435,0.0048208134,0.015667796,0.063274525,0.04739308,0.0203295,0.0017390796,0.008415914,0.46923494],"genre_scores_gemma":[0.9601397,0.0015646553,0.0019466074,0.0006966962,0.0020912632,0.0026985258,0.0059207175,0.0005382875,0.024403578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98458153,0.0028325862,0.0031710875,0.0028584858,0.0029314116,0.0036248718],"domain_scores_gemma":[0.9906183,0.0016813377,0.002577942,0.0019374352,0.001337274,0.0018477377],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0029865694,0.002140563,0.0020921533,0.0021225926,0.0042208917,0.00081387325,0.0022288542,0.003429915,0.0006283626],"category_scores_gemma":[0.0018397545,0.0022285301,0.0010159059,0.002487909,0.00007169816,0.0009418246,0.0010199951,0.0044096885,0.00075307937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001902093,0.0025860462,0.00665704,0.0042004813,0.0028828415,0.0016490603,0.02539298,0.00015503346,0.0028276953,0.9147868,0.027092706,0.009867201],"study_design_scores_gemma":[0.0040002004,0.00031845353,0.049517408,0.002664028,0.0013491903,0.0001966661,0.015182478,0.002516395,0.0005325682,0.0014804791,0.91991127,0.0023308732],"about_ca_topic_score_codex":0.00007403619,"about_ca_topic_score_gemma":0.0037357872,"teacher_disagreement_score":0.91330636,"about_ca_system_score_codex":0.004398389,"about_ca_system_score_gemma":0.004941201,"threshold_uncertainty_score":0.99942356},"labels":[],"label_agreement":null},{"id":"W7120672507","doi":"","title":"Effect of dual-task on posterior oral spillage in individuals with Parkinson's disease","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Cognition; Anxiolytic; Spillage; Cognitive impairment","score_opus":0.019414417911573237,"score_gpt":0.31441194108961734,"score_spread":0.2949975231780441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120672507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246929,0.001330657,0.00010869546,0.011820542,0.0052504814,0.0067734607,0.0007124196,0.00045183967,0.048858996],"genre_scores_gemma":[0.9893693,0.0003671276,0.00026677575,0.00028105974,0.00045679157,0.0017892552,0.0033645078,0.00024957326,0.003855621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892561,0.0029319176,0.0020996023,0.0019179395,0.0021914272,0.0016030052],"domain_scores_gemma":[0.99461365,0.0012168924,0.001544021,0.0012414997,0.00040353875,0.0009803777],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0027765885,0.0014922075,0.0018414024,0.0021428058,0.0008386802,0.00027691794,0.0008836035,0.001356142,0.00019564357],"category_scores_gemma":[0.0006473682,0.0012432159,0.00050758803,0.0017209707,0.000043394986,0.0005128716,0.00046623146,0.0026296044,0.00013724009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017217532,0.0043220376,0.043608367,0.026845727,0.0033131794,0.0047214488,0.025214676,0.00036417387,0.0011864468,0.8553806,0.005842223,0.0119836135],"study_design_scores_gemma":[0.0070688436,0.0022215704,0.08778088,0.011362363,0.0019056681,0.000086327345,0.0031297384,0.0004701592,0.00047898633,0.00022287936,0.8835265,0.0017460964],"about_ca_topic_score_codex":0.00001035559,"about_ca_topic_score_gemma":0.00075447,"teacher_disagreement_score":0.8776843,"about_ca_system_score_codex":0.0015318843,"about_ca_system_score_gemma":0.0021962838,"threshold_uncertainty_score":0.99994034},"labels":[],"label_agreement":null},{"id":"W7120723111","doi":"","title":"Screening, tracking and assessment protocols in oropharyngeal dysphagia: a scoping review","year":2025,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oropharyngeal dysphagia; Subject (documents); MEDLINE; Quality assessment","score_opus":0.04370906562479873,"score_gpt":0.3929555351545585,"score_spread":0.3492464695297598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120723111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52104515,0.057379477,0.0037397258,0.012786997,0.0009963128,0.15306446,0.0036886332,0.00074025133,0.24655901],"genre_scores_gemma":[0.88665605,0.034575447,0.0065922798,0.0014694886,0.000103272716,0.007222751,0.01097363,0.00026862544,0.05213847],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99638,0.0003860882,0.001270162,0.0008306683,0.00042405058,0.0007090868],"domain_scores_gemma":[0.99724805,0.0009132986,0.0009944239,0.00043221554,0.00010315626,0.00030886562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003814193,0.0006429668,0.0012713133,0.00093817856,0.0006359935,0.0003634428,0.00047501945,0.00039827934,0.00053042034],"category_scores_gemma":[0.00015219655,0.00068500906,0.00021236163,0.001067362,0.00008769968,0.003694002,0.00034485475,0.00090340426,0.0000058593496],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018286605,0.0023900003,0.2567475,0.34882048,0.0018670721,0.0004445962,0.024446478,0.00007007389,0.00012121516,0.08637248,0.0029220704,0.27396935],"study_design_scores_gemma":[0.0051317853,0.0007333763,0.322837,0.5010513,0.0011279492,0.0000067563187,0.16108438,0.002008723,0.000072933544,0.0030296985,0.0013725008,0.0015435998],"about_ca_topic_score_codex":0.00012856814,"about_ca_topic_score_gemma":0.00050717354,"teacher_disagreement_score":0.3656109,"about_ca_system_score_codex":0.000076665616,"about_ca_system_score_gemma":0.0012485856,"threshold_uncertainty_score":0.9995601},"labels":[],"label_agreement":null},{"id":"W7124395600","doi":"","title":"Construction and validation of risk prediction model of dysarthria in patients with stroke","year":2024,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysarthria; Swallowing; Nomogram; Stroke (engine); Receiver operating characteristic; Risk assessment; Dysphagia; Test (biology); Grading (engineering)","score_opus":0.15457711918677755,"score_gpt":0.532097548110695,"score_spread":0.37752042892391746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124395600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98418903,0.004020022,0.004368207,0.00006822226,0.0014091146,0.0017756098,0.0008526436,0.000026206582,0.0032909468],"genre_scores_gemma":[0.9835149,0.015065358,0.00094618986,0.000017555,0.000072350915,0.00004279585,0.00007422917,0.000047778798,0.00021884673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577785,0.00070165406,0.0017728923,0.00047557338,0.00092556665,0.00034649327],"domain_scores_gemma":[0.99667966,0.00040120416,0.00189018,0.00035981927,0.00051463844,0.00015446528],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021420822,0.00031348204,0.00085734547,0.0014437685,0.00021467109,0.00026003757,0.00056734064,0.00021644261,0.0016491194],"category_scores_gemma":[0.00015585238,0.00027594776,0.00009509319,0.00089917466,0.00020040313,0.0029292442,0.0005870413,0.0007428397,0.0000032260018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007661021,0.00042527926,0.96535957,0.0014235716,0.00049208634,0.000001996607,0.001222481,0.0032435353,0.001477138,0.0014863341,0.0021675383,0.021934345],"study_design_scores_gemma":[0.0026792632,0.00008435861,0.9727085,0.004329211,0.0006265779,4.1082166e-7,0.0008404763,0.009168358,0.00136277,0.007754978,0.00018167382,0.00026337363],"about_ca_topic_score_codex":0.00082175626,"about_ca_topic_score_gemma":0.000098946,"teacher_disagreement_score":0.021670971,"about_ca_system_score_codex":0.00018241284,"about_ca_system_score_gemma":0.00037515146,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W7125385566","doi":"10.23785/praxis.2025.12.002","title":"[Swallowing disorder after stroke - diagnosis and therapy in primary care].","year":2025,"lang":"de","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Dysphagia; Primary care; Stroke (engine); Rehabilitation; Pneumonia; Aspiration pneumonia; Quality of life (healthcare); Acute stroke","score_opus":0.02146668098611145,"score_gpt":0.3143715994861884,"score_spread":0.292904918500077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125385566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80951154,0.13540973,0.00006145842,0.008296666,0.004594477,0.0076369876,0.000049526654,0.00008793738,0.034351658],"genre_scores_gemma":[0.9109049,0.042207774,0.00008584993,0.005524322,0.00017434359,0.026761113,0.000042695177,0.000033515855,0.014265505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997363,0.0003996021,0.0005400787,0.0005168806,0.0002462768,0.0009342048],"domain_scores_gemma":[0.9989868,0.0003604396,0.00009859137,0.00037243127,0.000046663907,0.00013507083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065331534,0.0002824239,0.00041219883,0.00036949053,0.000245698,0.00007453867,0.00019787328,0.00022945798,0.00013665226],"category_scores_gemma":[0.000045977424,0.00026657426,0.00008585321,0.00035285496,0.00006087368,0.00022724089,0.0004429837,0.00054529484,0.000035599376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011423325,0.0001569126,0.59067935,0.00062849966,0.00018868607,0.000013383796,0.0013839717,0.0000010089356,3.4639558e-7,0.00020793662,0.0024652218,0.40416047],"study_design_scores_gemma":[0.0022611083,0.000019687928,0.73697656,0.00019151295,0.00009979176,1.1194025e-8,0.0014322479,0.0000056692993,0.000003114248,0.000100567806,0.25873727,0.00017247023],"about_ca_topic_score_codex":0.00033827632,"about_ca_topic_score_gemma":0.00038969782,"teacher_disagreement_score":0.40398797,"about_ca_system_score_codex":0.0004025125,"about_ca_system_score_gemma":0.0001400439,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W7132896743","doi":"","title":"Developing a Custom Handheld Diagnostic Device for Noninvasive Detection of Oropharyngeal Dysphagia using High Resolution Cervical Auscultation Recordings","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; University of Pittsburgh","keywords":"Dysphagia; Swallowing; Auscultation; Mobile device; Oropharyngeal dysphagia","score_opus":0.09652830745484085,"score_gpt":0.4460550349857994,"score_spread":0.34952672753095854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132896743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8478341,0.0004768309,0.13019893,0.00094306614,0.0109554315,0.008869269,0.000081087484,0.00032960754,0.00031166087],"genre_scores_gemma":[0.9598591,0.0017176567,0.018057792,0.00024895306,0.0010516836,0.0019721687,0.002842544,0.0003849236,0.013865201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99293613,0.000844138,0.0022931686,0.0014192209,0.0010290231,0.0014783342],"domain_scores_gemma":[0.9885676,0.0052869655,0.0031270883,0.00055273954,0.0021704077,0.0002951987],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019060476,0.00097294623,0.0014864844,0.0010396587,0.0021404785,0.00010038684,0.00047829657,0.0014322521,0.00020836048],"category_scores_gemma":[0.0034318364,0.0011021887,0.00039256344,0.0018781661,0.00009462323,0.00058097404,0.00026019267,0.0012302153,0.00024381599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020172205,0.0023725748,0.008758363,0.18973519,0.011922265,0.00030067094,0.3461333,0.012486255,0.21268791,0.027908437,0.011367714,0.15615512],"study_design_scores_gemma":[0.025374059,0.004695301,0.1938301,0.04589909,0.01768912,0.000015364853,0.46948364,0.13422301,0.08416024,0.0055716275,0.011652026,0.0074064285],"about_ca_topic_score_codex":0.008364732,"about_ca_topic_score_gemma":0.0070967125,"teacher_disagreement_score":0.18507174,"about_ca_system_score_codex":0.0023700006,"about_ca_system_score_gemma":0.0019137264,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W7132915154","doi":"","title":"Optimizing Measurement of Patient-Reported Outcomes for Dysphagia in People with Head and Neck Cancer and Understanding the Experience with Swallowing Interventions during Cancer Treatment","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Dysphagia; Swallowing; Delphi method; Head and neck cancer; Psychological intervention; Oropharyngeal dysphagia; MEDLINE; Patient-reported outcome","score_opus":0.11743576893440577,"score_gpt":0.4510255902423962,"score_spread":0.3335898213079904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132915154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98162323,0.008127882,0.0014170659,0.001625222,0.0007897113,0.00609127,0.000018769082,0.000043230655,0.00026362934],"genre_scores_gemma":[0.9861801,0.002783898,0.0007038209,0.000038917467,0.000028484916,0.0060241963,0.000031441945,0.00009931411,0.004109807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99649125,0.00014578176,0.0010793832,0.0008727557,0.0006847156,0.00072613946],"domain_scores_gemma":[0.9980611,0.00021193658,0.00095396634,0.00037749173,0.00024212961,0.00015335367],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045733567,0.0006562457,0.0009587649,0.00035462488,0.0009338897,0.00011617788,0.00013897623,0.00016919932,0.00009157434],"category_scores_gemma":[0.00003521349,0.0004163206,0.000151818,0.0005002131,0.00010946127,0.00025913314,0.000121303514,0.0004234521,3.7662443e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015652953,0.0003582367,0.42735672,0.010060197,0.0034174551,0.000027133518,0.5533137,0.001878793,0.0003148942,0.0006117784,0.000024018875,0.0010718114],"study_design_scores_gemma":[0.006835478,0.0010945997,0.21829188,0.028333116,0.002752984,0.0000021988399,0.740081,0.0014436786,0.0003779466,0.000042499738,0.00009432045,0.0006503094],"about_ca_topic_score_codex":0.013916606,"about_ca_topic_score_gemma":0.18925333,"teacher_disagreement_score":0.20906484,"about_ca_system_score_codex":0.002393127,"about_ca_system_score_gemma":0.00068086473,"threshold_uncertainty_score":0.9998289},"labels":[],"label_agreement":null},{"id":"W7132944458","doi":"","title":"Development of a Protocol for Measuring the Tensile Properties of the Swallowing Musculature: A Potential Methodology for Quantifying Radiofibrosis","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Swallowing; Cadaveric spasm; Muscle stiffness; Dysphagia; Protocol (science); Muscle architecture; Genioglossus; Flexibility (engineering)","score_opus":0.44852874824337735,"score_gpt":0.5232547074105225,"score_spread":0.07472595916714514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132944458","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15095015,0.00022678236,0.04447118,0.0022908016,0.0055596167,0.79609793,0.00002126999,0.0001407419,0.0002415419],"genre_scores_gemma":[0.08802998,0.000011954588,0.090228915,0.00010515275,0.00029055914,0.8037061,0.00006951078,0.00024290202,0.0173149],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9940534,0.0013326132,0.0020571349,0.00073355285,0.0008477488,0.000975552],"domain_scores_gemma":[0.99431676,0.0012024894,0.0025294577,0.0008252458,0.001048405,0.00007766554],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0066335206,0.0006131544,0.0012432061,0.00027329763,0.0023427045,0.00004037823,0.0009666626,0.0006186531,0.000031372652],"category_scores_gemma":[0.0014850165,0.00035911132,0.000845127,0.00060347706,0.00013561436,0.0001061786,0.00044942272,0.0007048249,0.000004162776],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005772613,0.00039209647,0.00028386593,0.08971652,0.0037360862,8.445712e-7,0.35925603,0.0008706595,0.5248819,0.0024455078,0.0027389775,0.009904939],"study_design_scores_gemma":[0.01013371,0.00047279042,0.013550582,0.024683349,0.0031788312,0.0000011846495,0.5444738,0.006176879,0.36013845,0.00037804173,0.035477694,0.0013346906],"about_ca_topic_score_codex":0.0002545317,"about_ca_topic_score_gemma":0.0007228341,"teacher_disagreement_score":0.1852178,"about_ca_system_score_codex":0.00023961122,"about_ca_system_score_gemma":0.0019149242,"threshold_uncertainty_score":0.9998861},"labels":[],"label_agreement":null},{"id":"W7133040754","doi":"","title":"Early Identification of Dysphagia Post Pediatric Ischemic Stroke","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Dysphagia; Stroke (engine); MEDLINE; Acute stroke; Pediatric stroke; Identification (biology); Pneumonia; Retrospective cohort study","score_opus":0.02772730386532353,"score_gpt":0.4140079761107238,"score_spread":0.3862806722454003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133040754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937991,0.0039010048,0.00063460757,0.0008009848,0.0071649957,0.002761641,0.00014772646,0.00010861559,0.04648938],"genre_scores_gemma":[0.6041132,0.002887924,0.00030430872,0.00010300469,0.0005178825,0.00021313183,0.0026271613,0.00011805273,0.3891153],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9930883,0.00072329683,0.0025681874,0.0012114766,0.0013489869,0.0010597437],"domain_scores_gemma":[0.9920822,0.00046095345,0.00376178,0.0014020936,0.001971908,0.00032109133],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013584362,0.0007864278,0.0011614532,0.000753738,0.00069961476,0.00010485849,0.00079524325,0.0011344525,0.0063047158],"category_scores_gemma":[0.00044951017,0.0009083985,0.00044452745,0.0011803585,0.000063851614,0.0004041032,0.00031304057,0.0017507517,0.0013401982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016729402,0.003690533,0.11852743,0.049623717,0.004236725,0.00013740672,0.2554474,0.000066135,0.40248477,0.009003973,0.14400573,0.011103237],"study_design_scores_gemma":[0.0041067526,0.0005412182,0.659768,0.0013028011,0.0063012554,0.0000015141718,0.28944764,0.0003009598,0.020937676,0.00006035515,0.0152159585,0.0020158782],"about_ca_topic_score_codex":0.0012831267,"about_ca_topic_score_gemma":0.00026507935,"teacher_disagreement_score":0.5412406,"about_ca_system_score_codex":0.000327305,"about_ca_system_score_gemma":0.0017665734,"threshold_uncertainty_score":0.9994374},"labels":[],"label_agreement":null},{"id":"W7135539705","doi":"","title":"International Dysphagia in Intensive Care Evaluation – the DICE study","year":2019,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Dysphagia; Intensive care; Dice; MEDLINE; Swallowing","score_opus":0.06260693844457414,"score_gpt":0.4359374867883149,"score_spread":0.37333054834374074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135539705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7804437,0.000011067679,0.000015641146,0.005729387,0.0007096084,0.004416293,0.00001639153,0.000044233017,0.20861366],"genre_scores_gemma":[0.96598285,0.000053576394,0.000019616897,0.00019486542,0.000085850246,0.000034626137,0.000097002245,0.000016113205,0.03351547],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.994949,0.0019231708,0.00028170343,0.00047453228,0.0017397963,0.0006317973],"domain_scores_gemma":[0.9960117,0.00048729882,0.00013522572,0.00052105094,0.002727734,0.000117000585],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032418077,0.00014773941,0.00020044186,0.00055566174,0.00065696426,0.000029685156,0.0007665477,0.000107454485,0.004684052],"category_scores_gemma":[0.00036045891,0.00012482538,0.000059150356,0.0007479319,0.00009646735,0.0004343535,0.0010936456,0.0012570434,0.0008964831],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034507024,0.00029313975,0.92688733,0.00009199045,0.00030496344,0.00027656773,0.025018604,0.00011595815,0.000024163466,0.0109122135,0.03318849,0.0025414918],"study_design_scores_gemma":[0.0024124428,0.00020444501,0.4233103,0.00007055716,0.000038577025,1.9672713e-7,0.5075084,0.00028740615,0.0000027616786,0.000072158335,0.065977916,0.00011482691],"about_ca_topic_score_codex":0.004016064,"about_ca_topic_score_gemma":0.0010020392,"teacher_disagreement_score":0.50357705,"about_ca_system_score_codex":0.00097631477,"about_ca_system_score_gemma":0.0006090707,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7137233870","doi":"10.2196/79146","title":"Chin tuck against resistance exercise with feedback to improve swallowing, eating and drinking in frail older people admitted to hospital with pneumonia: a randomised controlled feasibility study (CTAR-SwiFt). (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chin; Older people; Resistance training; Randomized controlled trial; Resistance (ecology)","score_opus":0.020233079479442966,"score_gpt":0.40676522700504125,"score_spread":0.3865321475255983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137233870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94666743,0.00003862916,0.0008322479,0.0016764601,0.00010687826,0.039864518,0.000006380608,0.00009491031,0.010712545],"genre_scores_gemma":[0.97857994,0.000014108906,0.0006171706,0.00022260271,0.000023946855,0.016321912,0.00000804428,0.00003797199,0.0041742898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994289,0.0014580932,0.0009780341,0.0009192426,0.0011115625,0.0012440745],"domain_scores_gemma":[0.9967695,0.0012502103,0.00022631223,0.00075101736,0.0006666382,0.00033636086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0057041985,0.00038595518,0.001069482,0.000738953,0.0011425372,0.00016100962,0.0004705109,0.00011768529,0.000053710603],"category_scores_gemma":[0.00052573497,0.00027516545,0.000069797396,0.0018311957,0.00007930502,0.0005179347,0.0010366552,0.0014278573,0.00004639387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033917207,0.001503378,0.800935,0.00090344955,0.00029980153,0.00003188635,0.15932015,0.00005973302,0.00024501779,0.00020381872,0.0007475941,0.0018329696],"study_design_scores_gemma":[0.08758753,0.0011111703,0.82698995,0.0025612887,0.000030388806,5.7294436e-8,0.08072712,0.00048183775,0.00003062125,0.000089523885,0.000099261655,0.00029124404],"about_ca_topic_score_codex":0.00040261066,"about_ca_topic_score_gemma":0.012869159,"teacher_disagreement_score":0.07859303,"about_ca_system_score_codex":0.0008328396,"about_ca_system_score_gemma":0.0005637845,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null},{"id":"W7151519393","doi":"10.1002/j.1538-9235.2000.tb03337.x","title":"(BV‐133) <b>REAL DEPTH PEGS:DETECTION OF SUPPRESSION</b>","year":2000,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oakville Public Library","funders":"","keywords":"Measured depth; Window (computing)","score_opus":0.02897302186712033,"score_gpt":0.5124782657245495,"score_spread":0.48350524385742916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7151519393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90212643,0.000042984953,0.00091089966,0.00015275387,0.00047001604,0.00029006615,0.000004005364,0.00004968794,0.09595318],"genre_scores_gemma":[0.9917079,0.00035314445,0.0006495572,0.00014716681,0.000055500528,0.000015668302,0.0000021038097,0.0000067951046,0.007062158],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982568,0.00011250018,0.00032959675,0.00036215762,0.0005653513,0.00037358064],"domain_scores_gemma":[0.99917406,0.00013573958,0.00012796273,0.00029450888,0.00010356585,0.00016418933],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013960243,0.00010638582,0.00017203909,0.0003417633,0.00092395314,0.000029357005,0.00026509474,0.000073447954,0.0015576325],"category_scores_gemma":[0.00006460562,0.000081300306,0.000030674415,0.0013409229,0.00028845124,0.00059194956,0.00019000578,0.0002043742,0.00013443097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026237272,0.00027487197,0.17175074,0.00034774782,0.000017831617,0.000004956377,0.0017979669,0.000019429724,0.16494165,0.0017742881,0.0023972832,0.6564109],"study_design_scores_gemma":[0.001042981,0.00028528692,0.9530401,0.00020375421,0.000022218106,0.0000015316527,0.001439797,0.0022182742,0.0061506713,0.00020977968,0.03518403,0.00020152635],"about_ca_topic_score_codex":0.00005388098,"about_ca_topic_score_gemma":0.000004602063,"teacher_disagreement_score":0.7812894,"about_ca_system_score_codex":0.000043083466,"about_ca_system_score_gemma":0.000071387825,"threshold_uncertainty_score":0.9993551},"labels":[],"label_agreement":null},{"id":"W7154428769","doi":"","title":"The Role of Cavity Size in the Evolution of Clutch Size in Tree Swallows","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Tree (set theory); Avian clutch size; Ectotherm; Clutch","score_opus":0.017421307590037353,"score_gpt":0.24333134054652125,"score_spread":0.2259100329564839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154428769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95126045,0.0009694271,0.00067098194,0.0013333245,0.0009923663,0.0018300428,0.0015271079,0.00006454228,0.041351773],"genre_scores_gemma":[0.9964187,0.00020529753,0.00015956469,0.000012743636,0.00007571977,6.811145e-7,0.000038036727,0.00003651687,0.0030527464],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9949234,0.00081680436,0.0010290705,0.00082106167,0.001396457,0.0010131821],"domain_scores_gemma":[0.99377036,0.0030296787,0.0011644053,0.0013395019,0.00046638644,0.00022965395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020767702,0.0005813078,0.0012928976,0.0007800118,0.0010072022,0.00006018068,0.0026303807,0.0005480708,0.00023221786],"category_scores_gemma":[0.00029669356,0.00059562037,0.00080053444,0.002817669,0.001768673,0.0013998111,0.0017783087,0.0015718917,0.00006443492],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004799967,0.0012961137,0.54485214,0.0030455487,0.0014925768,0.00027509467,0.38123828,0.00063118024,0.00024641756,0.05227848,0.0016532608,0.008190962],"study_design_scores_gemma":[0.0034033991,0.0004581096,0.27570376,0.0012575984,0.0006007587,0.0000010470277,0.70595616,0.002852545,0.00001693644,0.0021735777,0.0070737517,0.00050234835],"about_ca_topic_score_codex":0.0067435955,"about_ca_topic_score_gemma":0.009829353,"teacher_disagreement_score":0.32471788,"about_ca_system_score_codex":0.00093302643,"about_ca_system_score_gemma":0.0011979564,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W7155545382","doi":"10.2196/90248","title":"Risk Factors Related to the Incidence of Stroke-Associated Pneumonia in Adults: A Scoping Review Protocol (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Protocol (science); Pneumonia; Risk factor; Risk assessment; MEDLINE","score_opus":0.14162026251096524,"score_gpt":0.6146860111270595,"score_spread":0.4730657486160942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155545382","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052413708,0.000009912944,0.000031880918,0.0022334694,0.000016841179,0.9833993,0.000016388518,0.00008913106,0.008961719],"genre_scores_gemma":[0.00619335,0.000023469927,0.000068901936,0.0002462451,0.000010486841,0.9889046,0.0000051764014,0.000023869517,0.004523901],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99040395,0.0053122616,0.001530929,0.0006013018,0.0011334151,0.0010181265],"domain_scores_gemma":[0.9958737,0.0016068995,0.0005399547,0.0010996613,0.0007379983,0.00014180089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011739441,0.00022699026,0.00056642236,0.0004979393,0.0006661577,0.000034053133,0.0011695286,0.0001993784,0.0005678203],"category_scores_gemma":[0.004682732,0.00015538778,0.00010359629,0.0026248991,0.00011024903,0.0002063066,0.0016122531,0.0022043635,0.00021103982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000922122,0.0011993705,0.86313176,0.08636919,0.00013377459,0.000014008279,0.004212874,0.000049721584,0.00028802824,0.002779836,0.034075417,0.0068238853],"study_design_scores_gemma":[0.0035762945,0.00067191385,0.26711616,0.68520147,0.0000072507846,5.958028e-8,0.0015513651,0.0001398992,0.0001645541,0.0007919688,0.040555548,0.00022352571],"about_ca_topic_score_codex":0.00088669907,"about_ca_topic_score_gemma":0.0018030423,"teacher_disagreement_score":0.59883225,"about_ca_system_score_codex":0.00066976954,"about_ca_system_score_gemma":0.0013200255,"threshold_uncertainty_score":0.9576985},"labels":[],"label_agreement":null},{"id":"W7162001267","doi":"10.82308/37737","title":"The discriminative validity of the McGill Ingestive Skills Assessment (MISA) /","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Discriminative model; Rehabilitation; Observational study; Stroke (engine); Univariate; Test (biology); Chart","score_opus":0.051930942425567096,"score_gpt":0.45681798960180725,"score_spread":0.40488704717624013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162001267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03203985,0.000057808782,0.00012272793,0.0036781423,0.0054987995,0.004337424,0.00017942338,0.00009418066,0.95399165],"genre_scores_gemma":[0.456819,0.0005324755,0.00047607403,0.0010865339,0.00017555896,0.00059687917,0.000374793,0.000055164477,0.5398835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963011,0.001120302,0.00083052507,0.00039114698,0.00083278585,0.0005241471],"domain_scores_gemma":[0.99605125,0.0014379758,0.0012296893,0.0007233672,0.00048430843,0.0000734267],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013054584,0.00036715184,0.00045969553,0.000077396806,0.002140219,0.000013997551,0.00077754655,0.00030755452,0.00029976838],"category_scores_gemma":[0.00028918203,0.00018106945,0.00023693303,0.0002727542,0.00008167932,0.00011075297,0.00021361299,0.0012160729,0.00004087212],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017699203,0.0011681604,0.007222717,0.0014244044,0.0010679603,0.0000059011927,0.009037028,0.000012988398,0.00016865792,0.5845925,0.30099747,0.094125204],"study_design_scores_gemma":[0.0006849921,0.00017676003,0.7889481,0.00085752184,0.0005439307,9.644378e-8,0.035371304,0.000039278737,0.000546509,0.013920451,0.15854567,0.00036539312],"about_ca_topic_score_codex":0.00029228095,"about_ca_topic_score_gemma":0.0045393477,"teacher_disagreement_score":0.7817254,"about_ca_system_score_codex":0.00043622148,"about_ca_system_score_gemma":0.0004758776,"threshold_uncertainty_score":0.99915886},"labels":[],"label_agreement":null},{"id":"W7162042378","doi":"10.82308/49331","title":"The evaluation of the nutritional outcomes of advanced nutritional care for the treatment of dysphagia in the elderly /","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Malnutrition; Swallowing; Weight loss; Oropharyngeal dysphagia; Clinical trial","score_opus":0.06939215437878828,"score_gpt":0.4747026546201084,"score_spread":0.40531050024132015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162042378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8304513,0.020214148,0.00022870963,0.013763003,0.0056028184,0.050325874,0.0012855398,0.000040131228,0.07808844],"genre_scores_gemma":[0.9614918,0.0035264224,0.00035077543,0.00018165389,0.00016090006,0.010902986,0.002109464,0.000037387123,0.021238592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99663323,0.00065264583,0.0009931183,0.00022110088,0.0012256154,0.0002742585],"domain_scores_gemma":[0.99411714,0.0031918257,0.00092258415,0.0005601138,0.0011911582,0.000017169174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012914801,0.00024053472,0.0004133406,0.000091435686,0.0006948265,0.0000088421575,0.000550206,0.00017913489,0.00029578275],"category_scores_gemma":[0.0001469499,0.000095534095,0.0003447569,0.00028157362,0.00008427198,0.00006396714,0.000021683005,0.00021249082,0.0000022035463],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040984573,0.007859696,0.0791254,0.006996283,0.004765301,0.0000013158443,0.06837594,0.0013612568,0.00042995368,0.4396336,0.032845803,0.354507],"study_design_scores_gemma":[0.010722478,0.0009966517,0.6440887,0.00071024505,0.0018673701,2.2796219e-7,0.26344472,0.00036955936,0.00041930375,0.01960669,0.05753346,0.00024060557],"about_ca_topic_score_codex":0.00024294996,"about_ca_topic_score_gemma":0.008002976,"teacher_disagreement_score":0.5649633,"about_ca_system_score_codex":0.0002897603,"about_ca_system_score_gemma":0.0006061803,"threshold_uncertainty_score":0.5344114},"labels":[],"label_agreement":null},{"id":"W7162088027","doi":"10.82308/18650","title":"The development, validation and reliability testing of an assessment of functional ingestive skills of elderly persons with neurogenic dysphagia /","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Dysphagia; Swallowing; Test (biology); Population; Psychometrics; Scale (ratio); Rating scale","score_opus":0.03456685337251236,"score_gpt":0.39204367579150695,"score_spread":0.3574768224189946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162088027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96485144,0.000037310998,0.0011956035,0.00003255926,0.00037975714,0.0015148437,0.000016121578,0.00002769533,0.03194466],"genre_scores_gemma":[0.95448726,0.000046541234,0.030914783,0.000025619647,0.000022055136,0.00028130476,0.00057643506,0.000046367415,0.013599608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714994,0.0005039922,0.0010664884,0.00040000386,0.00059723627,0.00028235567],"domain_scores_gemma":[0.99582875,0.0012145088,0.0015765144,0.0003432485,0.00096195674,0.00007499483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014742187,0.00026581588,0.00044385297,0.000149026,0.0005050466,0.000010637589,0.00015736789,0.00018788621,0.00012819823],"category_scores_gemma":[0.00030442607,0.00018234887,0.0000441399,0.00034143295,0.0000968651,0.00018040295,0.0000463084,0.0004430184,9.3698054e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001001063,0.0024961466,0.9029894,0.009048266,0.0024565868,0.0000031219586,0.014235108,0.00096372206,0.0058799204,0.023083666,0.0015715006,0.036271505],"study_design_scores_gemma":[0.0011827395,0.0007990516,0.9742458,0.00051681587,0.00044580642,5.980884e-7,0.01864719,0.00034284143,0.0028257414,0.00031032803,0.0004137842,0.0002693164],"about_ca_topic_score_codex":0.00013621272,"about_ca_topic_score_gemma":0.00046685492,"teacher_disagreement_score":0.07125639,"about_ca_system_score_codex":0.00011585807,"about_ca_system_score_gemma":0.0015916021,"threshold_uncertainty_score":0.74359715},"labels":[],"label_agreement":null},{"id":"W74818837","doi":"10.1155/2010/701071","title":"Bilateral Killian-Jamieson Diverticula: A Case Report and Literature Review","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Diverticulum (mollusc); Presentation (obstetrics); Etiology; Esophagus; General surgery; Surgery; Pathology","score_opus":0.016511928902525008,"score_gpt":0.33544125048959733,"score_spread":0.3189293215870723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W74818837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753685,0.0029233177,0.0001261649,0.01686573,0.0032189002,0.00041458107,0.000018543227,0.000008448694,0.001055785],"genre_scores_gemma":[0.9845605,0.0013771302,0.0011271468,0.010862793,0.00040320362,0.000014620452,0.00001353437,0.000018529738,0.0016225546],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9983631,0.00022571243,0.00063995837,0.00015491908,0.000093930226,0.000522393],"domain_scores_gemma":[0.99834013,0.000038569426,0.0004273713,0.00022044298,0.00027735595,0.00069615204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008382767,0.00013777598,0.0003633268,0.00023047044,0.00029158455,0.000021507105,0.00014069979,0.000117417534,0.00050779653],"category_scores_gemma":[0.00017912552,0.00010763208,0.00007593973,0.00009216641,0.00009702811,0.00017137469,0.000044498684,0.0010333419,0.000011411882],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006438834,0.000016052953,0.4762297,0.0006143856,0.00013900943,0.42168415,0.0007435128,4.5578352e-7,0.000057983736,0.0005194495,0.099318266,0.00061262824],"study_design_scores_gemma":[0.0025923434,0.0011948729,0.12252548,0.0037620617,0.00044869684,0.51450545,0.0005209922,0.000021280825,0.0000025180275,0.00041529813,0.35378787,0.00022313137],"about_ca_topic_score_codex":0.0007943817,"about_ca_topic_score_gemma":0.061429918,"teacher_disagreement_score":0.3537042,"about_ca_system_score_codex":0.00006741057,"about_ca_system_score_gemma":0.000303888,"threshold_uncertainty_score":0.9556965},"labels":[],"label_agreement":null},{"id":"W748331579","doi":"10.1044/leader.ftr5.11142006.14","title":"Frail Elders and the Failure to Thrive","year":2006,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Failure to thrive; Psychology; Medicine; Audiology; Gerontology; Pediatrics","score_opus":0.027841819219852803,"score_gpt":0.3696902314903685,"score_spread":0.3418484122705157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W748331579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10975129,0.0005926411,0.008183721,0.42161244,0.0021813211,0.004065947,0.000010129807,0.00030799553,0.45329452],"genre_scores_gemma":[0.89173865,0.000013826963,0.0009674509,0.014767952,0.00047827212,0.00023735026,0.000009260313,0.000019248408,0.091768],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904776,0.00013537756,0.0001768276,0.00017195797,0.0001518978,0.00031617456],"domain_scores_gemma":[0.99944085,0.00020977604,0.000052263473,0.0002042904,0.000045564557,0.000047264955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031167228,0.00009558141,0.00012999127,0.000039698945,0.00039199798,0.000017111386,0.00011753805,0.000066105444,0.00064145896],"category_scores_gemma":[0.00003332072,0.00005891996,0.000028826531,0.00010951999,0.00007201284,0.00007310981,0.00012203345,0.0002427533,0.0008795493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026712005,0.000015817952,0.010712644,0.000034186272,0.000033760025,0.0000021081546,0.002433867,0.000010740932,0.000030943156,0.075348504,0.91002774,0.001322973],"study_design_scores_gemma":[0.001900253,0.000023187788,0.036653657,0.00004011548,0.000039769875,1.9437871e-7,0.013528575,0.00003715938,0.000009430709,0.0038749424,0.94377005,0.00012265556],"about_ca_topic_score_codex":0.0004104696,"about_ca_topic_score_gemma":0.00086045964,"teacher_disagreement_score":0.78198737,"about_ca_system_score_codex":0.00002711483,"about_ca_system_score_gemma":0.000030308132,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W77552130","doi":"","title":"Effects of powdered versus liquid barium on the viscosity of fluids used in modified swallow studies.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Barium; Viscosity; Laminar flow; Chromatography; Materials science; Medicine; Chemistry; Thermodynamics; Composite material; Metallurgy","score_opus":0.09854802636512883,"score_gpt":0.3704296555026182,"score_spread":0.27188162913748937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W77552130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690695,0.00029043894,0.00007970339,0.0012574083,0.0015520043,0.003927431,0.0000028784825,0.000031370608,0.023789283],"genre_scores_gemma":[0.9958696,0.000096776865,0.000026351761,0.0003668133,0.000026730851,0.0023878976,0.0000020746052,0.000014839416,0.0012089185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99778336,0.00078123953,0.00044650948,0.00020502893,0.00030911205,0.00047476578],"domain_scores_gemma":[0.9975004,0.0018094481,0.00019936817,0.00034564515,0.000082761384,0.000062337844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014982371,0.00014420568,0.0003842684,0.000119052966,0.00012301572,0.000002793396,0.00020518186,0.000090669644,0.000024884335],"category_scores_gemma":[0.0009343479,0.00010016458,0.00006812621,0.0002965607,0.000065915025,0.000059033904,0.00011824857,0.00026996527,0.0000104996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015399723,0.0056260983,0.039143037,0.009857262,0.005391948,0.00007550454,0.023064852,0.00051640405,0.008113611,0.8167773,0.0693651,0.006669182],"study_design_scores_gemma":[0.033380907,0.0013878208,0.8851901,0.00059973646,0.00069624546,1.01673336e-7,0.010054084,0.00021058519,0.05295725,0.002010335,0.01273537,0.0007774097],"about_ca_topic_score_codex":0.000059113845,"about_ca_topic_score_gemma":0.00009718094,"teacher_disagreement_score":0.8460471,"about_ca_system_score_codex":0.00016451102,"about_ca_system_score_gemma":0.00006665145,"threshold_uncertainty_score":0.4084593},"labels":[],"label_agreement":null},{"id":"W959855927","doi":"10.1016/s1154-2934(00)00023-0","title":"10.1016/s1154-2934(00)00023-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.019910404820394696,"score_gpt":0.3108090464172685,"score_spread":0.2908986415968738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W959855927","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038424155,0.00003751627,0.000005316411,0.0016515044,0.000012178344,0.0008911644,0.000012752699,0.0003069511,0.9966984],"genre_scores_gemma":[0.00015532847,0.0000011704248,0.00022807618,0.0005321339,0.00029359327,0.00019294748,0.000035144058,0.00003988664,0.99852175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983147,0.00016868974,0.00035481292,0.00029851354,0.0002612912,0.0006019846],"domain_scores_gemma":[0.9991055,0.000112929454,0.000063680236,0.00044127414,0.000057183064,0.00021944863],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040266293,0.00017719045,0.00022801204,0.00010334291,0.0003953755,0.000018627265,0.0002880589,0.000105318635,0.99956644],"category_scores_gemma":[0.000026062464,0.00016363793,0.00005969196,0.0002535721,0.000021104868,0.00013427179,0.00013702725,0.00028028182,0.9991254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005587473,0.00005356782,0.0000020081532,0.000028351064,0.000031398366,0.000004666974,0.00007061142,0.000010602355,0.000010006845,0.00002351808,0.7888736,0.21083577],"study_design_scores_gemma":[0.00055343244,0.00010677317,0.00041020164,0.000053946416,0.000032930133,3.1826386e-7,0.000019029816,0.000095169176,0.000003865028,0.000031814674,0.9984983,0.00019420669],"about_ca_topic_score_codex":0.000064289954,"about_ca_topic_score_gemma":0.0000010946844,"teacher_disagreement_score":0.21064156,"about_ca_system_score_codex":0.000109730856,"about_ca_system_score_gemma":0.0000780254,"threshold_uncertainty_score":0.6672961},"labels":[],"label_agreement":null}]}