{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6b8bf591721f","filters":{"venue":"Pathways."}},"results":[{"id":"W4404174137","doi":"10.70472/aqhu5357","title":"The Rising Prevalence of Lymphedema in Canada: A continuing dialogue.","year":2017,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Geography; Medicine; Internal medicine; Cancer","authors":[{"name":"David Keast","is_ca":false},{"name":"Anna Towers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0244797815742071,"gpt":0.2505069339240973,"spread":0.2260271523498902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400637,0.0003437682,0.000812475,0.002491804,0.009447046,0.007481438,0.001945717,0.004578436,0.01117861],"category_scores_gemma":[0.01205764,0.0004202139,0.0008100684,0.004664428,0.005975482,0.00468727,0.003006768,0.007188614,0.0006989601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06420954,"about_ca_system_score_gemma":0.1844554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829762,"about_ca_topic_score_gemma":0.9893404,"domain_scores_codex":[0.9952101,0.0005644984,0.0002503416,0.0002627212,0.002498492,0.001213791],"domain_scores_gemma":[0.9769443,0.003428062,0.001373828,0.0002220623,0.01022067,0.007811149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009649911,0.0000990802,0.08950563,0.001884943,0.0001150481,0.001242764,0.01104983,0.0002896631,0.0006363053,0.01912025,0.5824414,0.2935185],"study_design_scores_gemma":[0.00004154037,0.00008101486,0.2029627,0.005136,0.0001677211,0.001981547,0.05762719,0.0005374511,0.0003279219,0.01066648,0.7202095,0.0002609591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008346414,0.05122397,0.0002379118,0.9281883,0.001769987,0.00001417113,0.0006036838,0.00005001997,0.00956558],"genre_scores_gemma":[0.3448768,0.2533996,0.003549835,0.377412,0.005857853,0.00006305787,0.001041052,0.0001132099,0.01368671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06420954,"threshold_uncertainty_score":0.465875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404167454","doi":"10.70472/cdpu5571","title":"The prevalence of lymphedema in Canada: An update.","year":2024,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Medicine; Internal medicine; Cancer; Breast cancer","authors":[{"name":"David Keast","is_ca":false},{"name":"Anna Towers","is_ca":false},{"name":"Marie-Ève Letellier","is_ca":false},{"name":"Alisha Damji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01778429269219802,"gpt":0.2464937810901182,"spread":0.2287094883979202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228545,0.0007334184,0.000817313,0.007632492,0.001504691,0.001906299,0.001406504,0.0008667446,0.00618152],"category_scores_gemma":[0.002930858,0.0004090636,0.000939135,0.01815502,0.0006130864,0.001057029,0.0007917216,0.001080624,0.001153884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02503614,"about_ca_system_score_gemma":0.04861354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890267,"about_ca_topic_score_gemma":0.9912236,"domain_scores_codex":[0.9983124,0.00006895982,0.0002020806,0.0001050481,0.001069638,0.0002418692],"domain_scores_gemma":[0.9931188,0.0002591057,0.0004889364,0.00004814201,0.005263697,0.0008213304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002120756,0.0001207451,0.3040819,0.004899383,0.0002279875,0.0004836661,0.0006987994,0.0003160261,0.0002192924,0.0005941979,0.4195633,0.2685825],"study_design_scores_gemma":[0.0000551097,0.00004787986,0.8532531,0.00315512,0.0003157971,0.001115531,0.001401437,0.0005985462,0.000160551,0.0002135018,0.1396077,0.00007561025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07017916,0.6064398,0.001074992,0.0396805,0.004371656,0.0004275042,0.2286809,0.0007969224,0.04834853],"genre_scores_gemma":[0.330199,0.5497298,0.004693633,0.009826252,0.001422842,0.0003551809,0.0830493,0.0001408905,0.02058306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02503614,"threshold_uncertainty_score":0.1816508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408019092","doi":"10.70472/nkhm7678","title":"Lymphedema/Chronic Edema. What healthcare professionals need to know.","year":2025,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Health professionals; Medicine; Edema; Health care; Intensive care medicine; Nursing; Surgery; Internal medicine; Breast cancer; Cancer; Political science","authors":[{"name":"David Keast","is_ca":false},{"name":"Anna Towers","is_ca":false},{"name":"Marie-Ève Letellier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02034979815434147,"gpt":0.3294352809165705,"spread":0.309085482762229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389503,0.0004228344,0.0005189023,0.000945601,0.00270507,0.002281614,0.0005894062,0.002512944,0.02618407],"category_scores_gemma":[0.007010262,0.0001967028,0.0005262383,0.0006961729,0.001872593,0.003694769,0.001616366,0.004222522,0.007201621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004913853,"about_ca_system_score_gemma":0.01201421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1307814,"about_ca_topic_score_gemma":0.3205446,"domain_scores_codex":[0.9986728,0.0002232369,0.00006376333,0.00006838354,0.0006601784,0.0003116583],"domain_scores_gemma":[0.9966981,0.000571881,0.0002252033,0.00004895144,0.001351182,0.001104672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001504595,0.00004377242,0.002141463,0.0007177377,0.00000620938,0.0002623372,0.001045835,0.00001603174,0.0001130891,0.001541293,0.8227511,0.1713461],"study_design_scores_gemma":[0.00002278006,0.00005274354,0.009776162,0.004000117,0.0000178526,0.001480078,0.005801619,0.0000269744,0.00006527222,0.003741665,0.9749791,0.00003568085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002994058,0.08407374,0.0006768482,0.7775486,0.02206143,0.0001741796,0.0009883133,0.0001982556,0.1112846],"genre_scores_gemma":[0.07083925,0.2287181,0.005098106,0.5725056,0.01952609,0.0002604373,0.00189368,0.0001693473,0.1009895],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1307814,"threshold_uncertainty_score":0.2600403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408019201","doi":"10.70472/msvt5658","title":"New best practice recommendations For the prevention and management of wounds related to lower limb lymphedema","year":2025,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Medicine; Lower limb; Physical medicine and rehabilitation; Physical therapy; Intensive care medicine; Surgery; Internal medicine; Cancer","authors":[{"name":"David Keast","is_ca":false},{"name":"Janet L. Kuhnke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03257610524445368,"gpt":0.3431009519070489,"spread":0.3105248466625952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01499278,0.001443211,0.001879747,0.005627012,0.003231938,0.005098594,0.005807552,0.0112859,0.04721593],"category_scores_gemma":[0.08694999,0.0009254845,0.003253645,0.005896905,0.002333798,0.003679176,0.003284127,0.01531501,0.02175599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01599624,"about_ca_system_score_gemma":0.09315141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2878,"about_ca_topic_score_gemma":0.5252913,"domain_scores_codex":[0.9796213,0.003791959,0.002775506,0.0005648955,0.0115283,0.00171805],"domain_scores_gemma":[0.8462031,0.01859837,0.005269899,0.002205512,0.1114286,0.01629456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002509034,0.00020816,0.0003916159,0.001069597,0.00002102644,0.00009872451,0.0001376423,0.0001569984,0.0001013408,0.001688783,0.9184639,0.07763712],"study_design_scores_gemma":[0.0001117913,0.00006517841,0.002209398,0.01037318,0.00009818425,0.0002004927,0.0003842062,0.0002099709,0.0001351533,0.003807198,0.9823287,0.00007659698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001169197,0.06128053,0.01256976,0.7021617,0.04830007,0.002603075,0.007674868,0.00137332,0.1628675],"genre_scores_gemma":[0.01415459,0.2397899,0.1994836,0.3343381,0.02332659,0.004817795,0.02524887,0.001057495,0.1577831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2878,"threshold_uncertainty_score":0.5722497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404167467","doi":"10.70472/dgeu2640","title":"A champion of perseverance","year":2024,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Champion; Philosophy; Political science; Law","authors":[{"name":"Laurie Desaulniers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02464874629725375,"gpt":0.2711573364901737,"spread":0.24650859019292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008292402,0.000656153,0.0008135227,0.0008508429,0.02532039,0.008115392,0.002293194,0.005880709,0.01331327],"category_scores_gemma":[0.03084764,0.0003622344,0.0004874743,0.0005260096,0.02218896,0.004612218,0.00560784,0.01732027,0.002967635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01714971,"about_ca_system_score_gemma":0.02716224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1943067,"about_ca_topic_score_gemma":0.382134,"domain_scores_codex":[0.9821516,0.007939026,0.0003065033,0.001224935,0.004672751,0.003705224],"domain_scores_gemma":[0.9556624,0.007744793,0.00238011,0.001440889,0.01510185,0.01766993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005703604,0.00009921492,0.008448092,0.0001397937,0.00004252698,0.007700263,0.3641269,0.00009645613,0.001694259,0.02772309,0.5593661,0.03050626],"study_design_scores_gemma":[0.00001004025,0.00003641564,0.002624302,0.0003586891,0.0000090598,0.003450103,0.2511894,0.0001155165,0.0002722953,0.003612676,0.7382434,0.00007819027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1020969,0.008491827,0.00242432,0.7055253,0.0155706,0.0001352251,0.0001590538,0.0003456716,0.1652511],"genre_scores_gemma":[0.6419029,0.002850667,0.001435429,0.2081519,0.001603805,0.00007248222,0.00008413466,0.0003867066,0.143512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1943067,"threshold_uncertainty_score":0.3863514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404167458","doi":"10.70472/dios7434","title":"Developing new biomarkers and treatments for breast cancer-related lymphedema.","year":2024,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Medicine; Breast cancer; Oncology; Cancer; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04084755487982344,"gpt":0.3113483187502968,"spread":0.2705007638704733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004098204,0.0006513061,0.0008421515,0.001851198,0.0003446971,0.002093558,0.0005560274,0.001258566,0.006620841],"category_scores_gemma":[0.006785479,0.0002911035,0.0008305308,0.0009250997,0.0005465814,0.001851053,0.0006542089,0.002046809,0.002353501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105807,"about_ca_system_score_gemma":0.002306468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442378,"about_ca_topic_score_gemma":0.002804012,"domain_scores_codex":[0.9989906,0.0003962205,0.00009910328,0.00009991429,0.0003204592,0.00009366808],"domain_scores_gemma":[0.9965392,0.001314178,0.0007526498,0.0001360822,0.0008953631,0.000362506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003899111,0.0004025853,0.02663573,0.001767374,0.0002427422,0.000264138,0.000107044,0.0005205518,0.004791147,0.004406254,0.1040052,0.8564673],"study_design_scores_gemma":[0.0007169641,0.003332813,0.08198415,0.008788211,0.001154815,0.003194237,0.000801778,0.004283555,0.01212556,0.02563892,0.8577989,0.0001801041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01667142,0.8184145,0.008356859,0.1255914,0.006609912,0.0004196466,0.001140613,0.0003213914,0.02247422],"genre_scores_gemma":[0.1568598,0.7166997,0.05024024,0.04390255,0.009686292,0.0009613149,0.002328841,0.00009122293,0.01923005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006620841,"threshold_uncertainty_score":0.02214897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7106606472","doi":"10.70472/rapw4552","title":"What is socially just lymphedema care? The role and responsibilities of individuals and organizations.","year":2025,"lang":"","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Action (physics); Health care; Social care; Social responsibility; Key (lock); Social constructionism; Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01182308009893442,"gpt":0.2676227088677169,"spread":0.2557996287687825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01782004,0.0004884711,0.0005969316,0.001280869,0.0217303,0.01321385,0.001941886,0.005481143,0.004279946],"category_scores_gemma":[0.02770247,0.0004667422,0.000373314,0.00143897,0.04763729,0.008528091,0.01645341,0.007056518,0.0006516923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02836154,"about_ca_system_score_gemma":0.1748174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3729621,"about_ca_topic_score_gemma":0.4413545,"domain_scores_codex":[0.9707144,0.01532079,0.0005975588,0.001428786,0.00535323,0.006585178],"domain_scores_gemma":[0.9661214,0.004811583,0.001736291,0.001169203,0.004326284,0.02183517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006298238,0.0001850995,0.03096897,0.000702209,0.0001111568,0.001188837,0.2205221,0.0004484376,0.0006636915,0.3503627,0.1532464,0.2415375],"study_design_scores_gemma":[0.00002808229,0.000106521,0.01278792,0.002940889,0.00004666528,0.0008810023,0.2346515,0.0002403984,0.0002414365,0.1954953,0.5524338,0.0001465564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02815706,0.01656412,0.005286374,0.8669774,0.00305033,0.0001019653,0.0000834055,0.00008981574,0.0796896],"genre_scores_gemma":[0.8584616,0.01987509,0.007006572,0.09726057,0.001179868,0.0001576187,0.0001033462,0.0001191706,0.01583629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3729621,"threshold_uncertainty_score":0.7415825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408019088","doi":"10.70472/kwpd5251","title":"Advocating for lymphedema: Awareness, action, and access","year":2025,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Action (physics); Medicine; Physics; Internal medicine; Cancer; Quantum mechanics","authors":[{"name":"Anne-Marie Joncas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09753391485066298,"gpt":0.4004204588688783,"spread":0.3028865440182153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273594,0.0005094713,0.0006433704,0.002006722,0.01255253,0.01327589,0.0014639,0.005652518,0.01179325],"category_scores_gemma":[0.02865824,0.0004135557,0.0004980236,0.00112141,0.01358294,0.006276775,0.01918731,0.01002607,0.001098942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01828434,"about_ca_system_score_gemma":0.1051062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1678051,"about_ca_topic_score_gemma":0.2181924,"domain_scores_codex":[0.9850544,0.005677636,0.0004879391,0.0007403656,0.004307559,0.003732148],"domain_scores_gemma":[0.976199,0.005773215,0.001336895,0.0004141948,0.002670647,0.01360608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000639728,0.0007630544,0.05047829,0.001405391,0.0001083139,0.001855477,0.08609275,0.0004410765,0.001571056,0.1322788,0.1777545,0.5471874],"study_design_scores_gemma":[0.00007084537,0.0002107019,0.03227236,0.006568505,0.00008973896,0.001332156,0.1248962,0.000575999,0.0005886443,0.1251111,0.7081479,0.0001360325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01879002,0.009979337,0.003812947,0.8776694,0.001562986,0.0002277041,0.00007051302,0.0001361888,0.08775084],"genre_scores_gemma":[0.7978232,0.03124091,0.01684781,0.1290329,0.001983223,0.0004864251,0.0001757032,0.0001021116,0.02230777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1678051,"threshold_uncertainty_score":0.3336567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404167581","doi":"10.70472/bkle5334","title":"Obesity: The Canadian perspective.","year":2020,"lang":"en","type":"article","venue":"Pathways.","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Obesity; Medicine; Computer science; Internal medicine; Artificial intelligence","authors":[{"name":"David Keast","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1711953432846204,"gpt":0.4243859460370282,"spread":0.2531906027524077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491576,0.0009970122,0.0006178946,0.002641992,0.006373996,0.003643557,0.001277935,0.004996243,0.03389385],"category_scores_gemma":[0.004098072,0.00041926,0.0006078494,0.004076705,0.002505949,0.002058431,0.002025214,0.007253391,0.00485694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03147765,"about_ca_system_score_gemma":0.1044667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.940911,"about_ca_topic_score_gemma":0.9786797,"domain_scores_codex":[0.9985279,0.0001052469,0.00005750463,0.0001148479,0.0006778568,0.0005166343],"domain_scores_gemma":[0.9944931,0.0001822692,0.0001311517,0.00004466299,0.002292496,0.002856391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008868334,0.00001209886,0.0007291405,0.0001526422,0.000005632091,0.0001250282,0.0002418517,0.00002118753,0.00002040323,0.003307116,0.9567907,0.03858536],"study_design_scores_gemma":[0.000006882278,0.000007546589,0.00463614,0.0009563362,0.00001067032,0.0002780207,0.001269561,0.00002461118,0.000008867462,0.0009831589,0.9917976,0.00002068242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004497393,0.2908361,0.00008662327,0.6344341,0.02637703,0.00001362569,0.0007067421,0.00004122868,0.04705482],"genre_scores_gemma":[0.01833775,0.6665563,0.000541278,0.1878351,0.01772555,0.00004296753,0.0008429684,0.00006486222,0.1080534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.059089,"threshold_uncertainty_score":0.2283874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404065632","doi":"10.70472/path2112","title":"Pathways","year":2024,"lang":"en","type":"paratext","venue":"Pathways.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04990190444227872,"gpt":0.2712711379921872,"spread":0.2213692335499085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003063925,0.0004515912,0.0004037397,0.001303867,0.004624548,0.008070083,0.00163615,0.002887196,0.5620893],"category_scores_gemma":[0.0178209,0.0004159013,0.000547013,0.001903295,0.0009778995,0.003502287,0.003668174,0.003562925,0.2448156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474306,"about_ca_system_score_gemma":0.06058517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2265329,"about_ca_topic_score_gemma":0.405804,"domain_scores_codex":[0.9961761,0.0006292304,0.0001776733,0.0003587441,0.001729149,0.0009290886],"domain_scores_gemma":[0.9855313,0.001219342,0.0002417968,0.0005460625,0.007657697,0.004803879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001097325,0.000006788945,0.0001034588,0.00005047708,0.000001331622,0.00001867335,0.00007079602,0.00001836813,0.00001157661,0.008834836,0.9749405,0.01593231],"study_design_scores_gemma":[0.000005771605,0.000002826012,0.0001157926,0.00007514126,8.519818e-7,0.00001239401,0.00009890697,0.00001189267,0.00001086451,0.0009322022,0.9987304,0.000002840907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005132417,0.0008899997,0.0007344854,0.04442418,0.002873646,0.0002553703,0.013248,0.0008795654,0.9361815],"genre_scores_gemma":[0.005460738,0.001179826,0.001212429,0.01360677,0.0003106433,0.0002187421,0.006933015,0.0007922789,0.9702856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4379107,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7077040426","doi":"10.70472/sigy8312","title":"Person-centred care: Eliciting perspectives of those with breast cancer in lymphedema guideline development.","year":2025,"lang":"en","type":"article","venue":"Pathways.","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lymphedema; Breast cancer; Guideline; Clinical Practice; MEDLINE; Face (sociological concept)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01868698554214986,"gpt":0.2402881897631157,"spread":0.2216012042209659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131524,0.0003327844,0.0002933437,0.00098936,0.004429715,0.003415029,0.001069388,0.001477198,0.001985586],"category_scores_gemma":[0.03249702,0.000360124,0.0004550727,0.0009778697,0.001816682,0.002102647,0.005903081,0.002358451,0.0004482194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006705804,"about_ca_system_score_gemma":0.01528918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07451742,"about_ca_topic_score_gemma":0.1899242,"domain_scores_codex":[0.9853102,0.0118364,0.0004838552,0.0003677421,0.0008771485,0.001124681],"domain_scores_gemma":[0.9734509,0.01405415,0.002881934,0.0008492774,0.004170186,0.0045935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007760785,0.00013463,0.04679608,0.0003637281,0.00002906847,0.00080593,0.9008743,0.0001710093,0.0007394085,0.000898479,0.01210846,0.03700134],"study_design_scores_gemma":[0.00003013221,0.00008814882,0.01462344,0.0003479529,0.00002021999,0.0003817951,0.9427176,0.0004478827,0.0003351975,0.001160744,0.03980048,0.00004635933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583462,0.001094896,0.006224675,0.01898773,0.0001448519,0.0009039534,0.001128543,0.00006477509,0.01310437],"genre_scores_gemma":[0.9800777,0.0008894247,0.01223175,0.00388574,0.00002204265,0.0006633659,0.0004479573,0.00002208225,0.001759855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07451742,"threshold_uncertainty_score":0.1481674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}