{"meta":{"query_hash":"2e445a47815f","filters":{"venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/2e445a47815f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Perspectives+on+Neurophysiology+and+Neurogenic+Speech+and+Language+Disorders"},"results":[{"id":"W1925780325","doi":"10.1044/nnsld25.4.142","title":"Direct and Indirect Interventions for Cognitive-Communication Disorders of Dementia","year":2015,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","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":"Dementia; Psychological intervention; Cognition; Intervention (counseling); Disease; Psychology; Affect (linguistics); Incidence (geometry); Psychiatry; Gerontology; Medicine; Clinical psychology; Pathology; Communication","score_opus":0.02169122666688378,"score_gpt":0.3301110514300234,"score_spread":0.3084198247631396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925780325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98547083,0.011859785,0.00004448392,0.000363827,0.00002648094,0.00067836174,0.00003133909,0.00002803749,0.0014968304],"genre_scores_gemma":[0.99049735,0.009013911,0.000098963465,0.00016276677,0.000014893013,0.00006479726,0.000033066044,0.000018781684,0.00009549313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897724,0.00017596153,0.00016212942,0.0003792834,0.000104403065,0.000200956],"domain_scores_gemma":[0.99927026,0.0003041931,0.00007134831,0.00014090979,0.0000840511,0.00012926415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013676306,0.0001536679,0.00027290412,0.00017345566,0.000110699766,0.000013659671,0.000054205695,0.00004861828,0.000024268036],"category_scores_gemma":[0.00047843053,0.0001349727,0.000108251385,0.00012379387,0.00044678428,0.000065330765,0.00008300323,0.00014016,0.0000014342073],"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":[0.017642034,0.007355762,0.16827539,0.0018730183,0.004121285,0.00007282329,0.041633505,0.000003540683,0.1608707,0.0030404122,0.00041226455,0.59469926],"study_design_scores_gemma":[0.011052262,0.011885044,0.9004843,0.0002682094,0.0010361286,0.000058955993,0.05672984,0.000176254,0.016267901,0.001336784,0.00027805846,0.000426224],"about_ca_topic_score_codex":0.00003774487,"about_ca_topic_score_gemma":0.00003593183,"teacher_disagreement_score":0.73220897,"about_ca_system_score_codex":0.0000059010113,"about_ca_system_score_gemma":0.000024677121,"threshold_uncertainty_score":0.55040264},"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":"W1983828975","doi":"10.1044/nnsld15.4.19","title":"Associations and Dissociations: An Investigation of Lexical Access Deficits in Agrammatism and Anomia","year":2005,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"Agrammatism; Aphasia; Psychology; Sentence; Verb; Linguistics; Primary progressive aphasia; Cognitive psychology; Philosophy; Medicine","score_opus":0.017162387994350964,"score_gpt":0.2970503137969916,"score_spread":0.27988792580264066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983828975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974363,0.001212689,0.0000017543929,0.0009412558,0.000030735628,0.00023773259,0.00004226878,0.000035728473,0.000061549596],"genre_scores_gemma":[0.9951835,0.0034415016,0.000059540136,0.0012282213,0.000039479437,0.000009115741,0.000009322089,0.000014702426,0.000014574003],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99849385,0.0003677479,0.0002225484,0.00061113026,0.00007932139,0.00022538577],"domain_scores_gemma":[0.9991232,0.0005044614,0.00012433175,0.00013931816,0.000016259013,0.00009239887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008878565,0.00018246258,0.00025916254,0.00017184514,0.00016801657,0.000037159858,0.0001077065,0.00010719223,0.000008319003],"category_scores_gemma":[0.000476895,0.00016651995,0.000030069401,0.00018159332,0.0005355553,0.00026292197,0.00009000151,0.00025907654,8.656278e-7],"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":[0.00012915338,0.00024414522,0.01328731,0.000022384429,0.000016888524,0.00007291633,0.019790193,0.00001317955,0.93639666,0.0031719643,0.000005736769,0.02684949],"study_design_scores_gemma":[0.0025887352,0.0015380966,0.89612335,0.000027880753,0.00007071882,0.00024356661,0.009599947,0.00081915664,0.08389942,0.0044568656,0.000026199006,0.0006060809],"about_ca_topic_score_codex":0.000120952405,"about_ca_topic_score_gemma":0.00023624669,"teacher_disagreement_score":0.88283604,"about_ca_system_score_codex":0.000009489987,"about_ca_system_score_gemma":0.000016417416,"threshold_uncertainty_score":0.6790487},"labels":[],"label_agreement":null},{"id":"W1988816111","doi":"10.1044/nnsld20.4.111","title":"Group Intervention for Adolescents With Chronic Acquired Brain Injury: The Future Zone","year":2010,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Traumatic Brain Injury Research","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Psychosocial; Acquired brain injury; Intervention (counseling); Psychology; Feeling; Clinical psychology; Focus group; Cognition; Social support; Developmental psychology; Rehabilitation; Psychiatry; Psychotherapist; Social psychology","score_opus":0.008053064769960644,"score_gpt":0.2894810265929992,"score_spread":0.28142796182303853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988816111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99328333,0.0011207596,0.00004164829,0.0042857016,0.0001536772,0.0010016736,0.000019484543,0.000055353205,0.000038373826],"genre_scores_gemma":[0.9978558,0.0005000548,0.00007612394,0.00101092,0.00032280944,0.00008233114,0.000014214065,0.000038369293,0.00009938612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987616,0.00012610247,0.00013687256,0.0005202689,0.00013616667,0.00031898712],"domain_scores_gemma":[0.99929976,0.00014577196,0.000061848645,0.00034322054,0.00003922415,0.00011018018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011285876,0.00021204118,0.00023666909,0.00009684558,0.00021425591,0.000025779214,0.00012614431,0.00009629941,0.00004812382],"category_scores_gemma":[0.00012338514,0.00013290312,0.00010270745,0.00014924185,0.00053702155,0.000056659723,0.00005392152,0.00045435494,0.0000044547064],"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":[0.012599289,0.0010962287,0.001794653,0.00042409,0.00026277304,0.0000698608,0.0049497588,5.6270346e-7,0.74955606,0.0025947003,0.0004019622,0.22625005],"study_design_scores_gemma":[0.023567477,0.03744152,0.88058513,0.00030850613,0.00043810508,0.00081481936,0.037327513,0.00074806734,0.012160502,0.00083379756,0.0047787875,0.0009957643],"about_ca_topic_score_codex":0.000025276498,"about_ca_topic_score_gemma":0.00020205353,"teacher_disagreement_score":0.8787905,"about_ca_system_score_codex":0.000012368343,"about_ca_system_score_gemma":0.000025313682,"threshold_uncertainty_score":0.5419632},"labels":[],"label_agreement":null},{"id":"W1993465156","doi":"10.1044/nnsld18.1.24","title":"Think Tank Deliberates Future Directions for the Social Approach to Aphasia","year":2008,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"Concordia University","funders":"","keywords":"Aphasia; Process (computing); Outcome (game theory); Intervention (counseling); Set (abstract data type); Psychology; Plan (archaeology); Action (physics); Action plan; Computer science; Applied psychology; Cognitive psychology; Management; History; Economics","score_opus":0.015757893746618176,"score_gpt":0.274230099659515,"score_spread":0.2584722059128968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993465156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99327517,0.00279717,0.00004247142,0.0022538914,0.0002774826,0.0006896871,0.00005474177,0.00013493378,0.0004744286],"genre_scores_gemma":[0.9874416,0.0046420246,0.000101264886,0.007007182,0.00049276766,0.00006681029,0.000004329052,0.000037479393,0.00020654625],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9981771,0.00023376477,0.00016102713,0.00091777503,0.00010373473,0.0004065658],"domain_scores_gemma":[0.9987965,0.0007596911,0.00006360112,0.00025095485,0.000030700565,0.000098529934],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00005843046,0.00029418562,0.00026325448,0.00011147916,0.0014853508,0.000031421896,0.00025675344,0.00011064161,0.000014321573],"category_scores_gemma":[0.00034215883,0.00020223725,0.00014211956,0.00027892162,0.000662697,0.00007062202,0.00009061724,0.00037129395,0.000007657165],"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":[0.0017379466,0.0010195503,0.000026270074,0.00003929394,0.00012817609,0.0005606397,0.15338548,0.00010067736,0.7923381,0.003607271,0.00097175944,0.04608487],"study_design_scores_gemma":[0.02048736,0.019242812,0.06028817,0.000052048246,0.0012467678,0.027009094,0.5248846,0.006829624,0.20667313,0.005069173,0.119869076,0.008348187],"about_ca_topic_score_codex":0.000018076938,"about_ca_topic_score_gemma":0.000007075913,"teacher_disagreement_score":0.5856649,"about_ca_system_score_codex":0.0000070916403,"about_ca_system_score_gemma":0.000020163678,"threshold_uncertainty_score":0.99981457},"labels":[],"label_agreement":null},{"id":"W1998424338","doi":"10.1044/nnsld19.4.126","title":"The Effects of Question Type on Conversational Discourse in Alzheimer's Disease","year":2009,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Patient-Provider Communication in Healthcare","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 Alberta","funders":"","keywords":"Psychology; Episodic memory; Conversation; Semantic memory; Cognitive psychology; Autobiographical memory; Developmental psychology; Linguistics; Cognition; Communication; Recall; Psychiatry","score_opus":0.024751110889499925,"score_gpt":0.3643223834762417,"score_spread":0.33957127258674175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998424338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98287046,0.012385388,3.746151e-7,0.0036833761,0.00020822295,0.00062246557,0.000007856974,0.000025671532,0.00019618812],"genre_scores_gemma":[0.99218225,0.006247185,0.000008313217,0.0014608784,0.000033365555,0.00003153508,0.000010130778,0.0000101323085,0.00001621646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982984,0.00088621245,0.0001987858,0.00029617856,0.00010081484,0.00021960727],"domain_scores_gemma":[0.9979533,0.0014808942,0.000117760675,0.00031455336,0.000046241,0.00008727636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055731693,0.00013047364,0.0001497393,0.00008224033,0.00036126561,0.0000035210887,0.000121158046,0.00005890215,0.000008773131],"category_scores_gemma":[0.0007628076,0.00009681334,0.000032684944,0.0001334092,0.00025054644,0.000044693606,0.000039122948,0.00042026656,0.0000069568473],"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":[0.036081277,0.0042586173,0.08830216,0.00078931835,0.0004593734,0.00024744106,0.21752732,0.00020587495,0.058763083,0.32224154,0.0008307734,0.27029324],"study_design_scores_gemma":[0.0015675271,0.0024531756,0.96752506,0.00011411814,0.00004280584,0.0000012055217,0.02424412,0.0002454602,0.00019815273,0.003334998,0.00010275355,0.00017063094],"about_ca_topic_score_codex":0.00007885968,"about_ca_topic_score_gemma":0.000035961006,"teacher_disagreement_score":0.87922287,"about_ca_system_score_codex":0.00001716569,"about_ca_system_score_gemma":0.0000611968,"threshold_uncertainty_score":0.39479336},"labels":[],"label_agreement":null},{"id":"W2001401147","doi":"10.1044/nnsld11.4.5","title":"PROMPT Treatment Method and Apraxia of Speech","year":2001,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"University of Toronto","funders":"","keywords":"Aphasia; Apraxia; Psychology; Speech therapy; Linguistics; Medicine; Audiology; Cognitive psychology; Philosophy","score_opus":0.014036815632401597,"score_gpt":0.29629852614847796,"score_spread":0.28226171051607635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001401147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960355,0.002059653,0.000009297397,0.0005857459,0.00008758504,0.00038071905,0.00002507089,0.00007237981,0.0007440345],"genre_scores_gemma":[0.9873049,0.011218515,0.0001801116,0.00095217605,0.00007819517,0.000014158085,0.0000029970643,0.000029625264,0.00021932008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997897,0.00040788675,0.0002210154,0.0010064903,0.000102374084,0.00036517854],"domain_scores_gemma":[0.9988645,0.0005686686,0.000116053976,0.0003061221,0.00001927238,0.00012538458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007112343,0.0003330431,0.00041356677,0.00016948364,0.00018923389,0.000019844985,0.00013856751,0.0001085488,0.00005694935],"category_scores_gemma":[0.0002989691,0.00025854813,0.00009264321,0.00020176782,0.0006555851,0.00007920114,0.00009850525,0.00023646619,0.0000055322867],"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":[0.00050293107,0.00027045113,0.00026551916,0.000017384395,0.00003130824,0.00096902857,0.005082201,0.0000024684805,0.9094853,0.00055510714,0.0000061782707,0.08281213],"study_design_scores_gemma":[0.0068171206,0.014216048,0.020781338,0.000041923537,0.0002970054,0.0098931575,0.016966047,0.00042899337,0.92272395,0.003601311,0.0028118482,0.0014212584],"about_ca_topic_score_codex":0.00010009996,"about_ca_topic_score_gemma":0.000022924249,"teacher_disagreement_score":0.08139087,"about_ca_system_score_codex":0.000008162717,"about_ca_system_score_gemma":0.000018108714,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W2008758394","doi":"10.1044/nnsld10.2.16","title":"Neurosurgical Management of Head Injury","year":2000,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","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":"Commonwealth; Neurosurgery; Medicine; Head injury; General surgery; Surgery; History; Archaeology","score_opus":0.007320148262534962,"score_gpt":0.2664890557835622,"score_spread":0.2591689075210272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008758394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99316937,0.0025604223,9.707262e-7,0.00041905395,0.000049685423,0.0002961205,0.000014560277,0.000053220298,0.0034365815],"genre_scores_gemma":[0.9858508,0.012926712,0.00006894746,0.00078269764,0.000030581643,0.000012238217,0.000005145108,0.00002138223,0.0003014933],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987842,0.00011408526,0.00019465822,0.0005464508,0.00013541532,0.00022522997],"domain_scores_gemma":[0.9994575,0.00008375887,0.000043026506,0.00029448437,0.0000126277855,0.00010861224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043238073,0.00020668303,0.00033063555,0.00007471617,0.00009020943,0.000007923345,0.000075761025,0.00005913496,0.00028877854],"category_scores_gemma":[0.000018975164,0.0001700037,0.00013260804,0.00016065134,0.00041750757,0.00004085769,0.000031748834,0.00023228198,0.000012175727],"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":[0.00989491,0.0024302339,0.0014344364,0.0006119692,0.0007951778,0.0011647773,0.0050970702,0.000010724236,0.0778639,0.0064704586,0.00018725943,0.8940391],"study_design_scores_gemma":[0.0068553765,0.009458986,0.95392615,0.00017470431,0.00057108555,0.00081141415,0.007897427,0.00014711061,0.013874525,0.00069638743,0.004856645,0.0007301669],"about_ca_topic_score_codex":0.0000084318,"about_ca_topic_score_gemma":0.00000108413,"teacher_disagreement_score":0.95249176,"about_ca_system_score_codex":0.0000035803075,"about_ca_system_score_gemma":0.000006957592,"threshold_uncertainty_score":0.69325495},"labels":[],"label_agreement":null},{"id":"W2051302634","doi":"10.1044/nnsld17.1.11","title":"Finding Time, Finding Evidence and Making Decisions: The Challenges of Evidence-Based Practice","year":2007,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Health Sciences Research and Education","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 of Alberta","funders":"","keywords":"Evidence-based practice; Miller; Evidence-based medicine; Clinical Practice; Medicine; Psychology; Medical education; Alternative medicine; Library science; Family medicine; Computer science","score_opus":0.17460653521532726,"score_gpt":0.482718629769611,"score_spread":0.30811209455428373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051302634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611644,0.029204506,0.000029292074,0.008471546,0.00014166365,0.00054084475,0.0000027784583,0.000023592904,0.00042135981],"genre_scores_gemma":[0.9545697,0.043316375,0.00020772795,0.001735221,0.00009949226,0.000021147654,4.8110866e-7,0.000012114451,0.000037740574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746996,0.0009751322,0.00029156564,0.00051588094,0.00023995277,0.0005075255],"domain_scores_gemma":[0.98033094,0.01897544,0.00019873092,0.00025279043,0.00009850415,0.00014360035],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016542125,0.00015371137,0.00020744579,0.00019911463,0.00091837766,0.000014848638,0.00017866108,0.00009450667,0.00004931153],"category_scores_gemma":[0.013279376,0.00009741238,0.000037285965,0.00030303973,0.00047326158,0.00027055608,0.00011208821,0.00059925846,0.000012771972],"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":[0.0079128975,0.0009260218,0.015663913,0.0011245433,0.00017502326,0.00019865908,0.25155678,0.00005137206,0.15523583,0.013549723,0.000823596,0.55278164],"study_design_scores_gemma":[0.001078827,0.0028697134,0.6564575,0.0016551749,0.00007482544,0.00004873647,0.33365145,0.0010640936,0.0008275681,0.0009413397,0.0009222167,0.00040855817],"about_ca_topic_score_codex":0.00011401293,"about_ca_topic_score_gemma":0.00005627951,"teacher_disagreement_score":0.6407936,"about_ca_system_score_codex":0.000026606247,"about_ca_system_score_gemma":0.00015633012,"threshold_uncertainty_score":0.9950322},"labels":[],"label_agreement":null},{"id":"W2083612426","doi":"10.1044/nnsld15.4.11","title":"Sorting Pictures to Assess Participation in Life Activities","year":2005,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Occupational Therapy Practice and Research","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":"Chapel; Art; History; Art history","score_opus":0.04578328943231592,"score_gpt":0.4373760114038503,"score_spread":0.3915927219715344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083612426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945884,0.00074094394,0.000009285956,0.0030802966,0.000069498725,0.00039264042,0.00000558029,0.000036986567,0.0010763998],"genre_scores_gemma":[0.99369144,0.0016299288,0.000077231394,0.004163388,0.0001815779,0.00007177122,0.0000035147616,0.000018318082,0.0001628391],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983305,0.00060403073,0.00019720827,0.00038799382,0.00011986447,0.00036044206],"domain_scores_gemma":[0.9986904,0.00094800215,0.00007096528,0.00013792096,0.000025175112,0.00012748419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016288924,0.00013973526,0.00018257553,0.00017868569,0.0003471247,0.000012010921,0.00007427062,0.00008427521,0.00014562212],"category_scores_gemma":[0.0007000479,0.000115913375,0.000030975265,0.00016364703,0.00007966149,0.00014038538,0.000066208464,0.0005526387,0.000029838004],"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":[0.00853747,0.0020492682,0.078872845,0.00024124736,0.00026120344,0.000110102446,0.19957902,0.0011327631,0.48374155,0.011745257,0.00069066725,0.21303861],"study_design_scores_gemma":[0.0018484688,0.0010325096,0.9034205,0.00003857366,0.000022174389,0.000003856938,0.088896155,0.0005540398,0.0017307985,0.0004500074,0.0016583691,0.00034452995],"about_ca_topic_score_codex":0.000088213856,"about_ca_topic_score_gemma":0.00025576726,"teacher_disagreement_score":0.82454765,"about_ca_system_score_codex":0.000020969148,"about_ca_system_score_gemma":0.000051769322,"threshold_uncertainty_score":0.47268102},"labels":[],"label_agreement":null},{"id":"W2111876959","doi":"10.1044/nnsld20.4.125","title":"Reliability of the Conversational Interaction Coding Form When Applied to Natural Conversation of Individuals With Aphasia","year":2010,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"Sturgeon Community Hospital","funders":"","keywords":"Aphasia; Conversation; Coding (social sciences); Reliability (semiconductor); Psychology; Session (web analytics); Applied psychology; Natural language processing; Cognitive psychology; Computer science; Communication; Statistics; Mathematics","score_opus":0.006169277495147152,"score_gpt":0.24473315132375656,"score_spread":0.2385638738286094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111876959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986243,0.000024604422,0.0000040717155,0.0005210472,0.00019851318,0.00040121327,0.000028697594,0.00002200122,0.0001755131],"genre_scores_gemma":[0.99886334,0.000050524002,0.00007867952,0.0009423143,0.00002852466,0.000009168461,0.0000033297447,0.00001143872,0.000012669153],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892,0.0001255604,0.00017659996,0.00048644995,0.00013013589,0.00016121483],"domain_scores_gemma":[0.9990475,0.00046053628,0.00016214755,0.00024538254,0.000038209266,0.000046211448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077399745,0.00015877394,0.00020273229,0.00009737477,0.00011520566,0.000009215626,0.0001691427,0.000062772444,0.000034006764],"category_scores_gemma":[0.0004783819,0.00010470914,0.000055520173,0.00015325772,0.00066004304,0.00008014294,0.00008293807,0.00037063748,0.0000011568811],"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":[0.00042891927,0.00009210742,0.0006676839,0.000015918944,0.000011448934,0.000008140558,0.012421748,0.000005926966,0.98404074,0.00080119254,0.0000058570263,0.001500337],"study_design_scores_gemma":[0.0017574317,0.0010764699,0.06825046,0.000017399596,0.000061799474,0.00026571748,0.013808584,0.00010012338,0.91328114,0.0009845732,0.00010713741,0.00028915567],"about_ca_topic_score_codex":0.000033136013,"about_ca_topic_score_gemma":0.000030329242,"teacher_disagreement_score":0.07075957,"about_ca_system_score_codex":0.0000053021968,"about_ca_system_score_gemma":0.000022477789,"threshold_uncertainty_score":0.4269915},"labels":[],"label_agreement":null},{"id":"W4254791888","doi":"10.1044/nnsld12.1.30","title":"Acalculia","year":2002,"lang":"en","type":"article","venue":"Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","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":"Aphasia; Neuropsychology; Psychology; Library science; Humanities; Cognitive psychology; Cognition; Philosophy; Computer science; Psychiatry","score_opus":0.015401448970141172,"score_gpt":0.26875206542084823,"score_spread":0.25335061645070706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254791888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98965305,0.0012861929,0.000015421367,0.000619076,0.00004407488,0.00020654289,0.00000721427,0.00009244072,0.008075963],"genre_scores_gemma":[0.99588394,0.0023805152,0.0003709655,0.00082820083,0.00004517846,0.000012817654,0.0000013054926,0.000025509227,0.00045155475],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99889845,0.000083193074,0.00015006411,0.00048169607,0.00011374312,0.00027288124],"domain_scores_gemma":[0.999136,0.0005139323,0.000046714813,0.00016833957,0.00001875682,0.00011627043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000397089,0.00022330336,0.00024740302,0.00007562974,0.00015657122,0.00002205656,0.000092652466,0.00006333547,0.0005101245],"category_scores_gemma":[0.00045509837,0.00017963955,0.000071996685,0.00011418551,0.00026517353,0.00006198614,0.00008687574,0.00022713866,0.000074733376],"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":[0.0009804226,0.006135273,0.00068788574,0.00043706028,0.0008645819,0.0013530524,0.06556571,0.0000010754742,0.11684524,0.2923883,0.00606162,0.5086798],"study_design_scores_gemma":[0.014541878,0.010073323,0.091926925,0.0002945213,0.00067355036,0.0015124175,0.09597197,0.0018169989,0.0341792,0.7386431,0.0049577025,0.0054083774],"about_ca_topic_score_codex":0.000004928705,"about_ca_topic_score_gemma":0.000004423974,"teacher_disagreement_score":0.5032714,"about_ca_system_score_codex":0.0000071036116,"about_ca_system_score_gemma":0.0000027803414,"threshold_uncertainty_score":0.73254883},"labels":[],"label_agreement":null}]}