{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"5342c447bcf2","filters":{"venue":"WCET Journal"}},"results":[{"id":"W4362668994","doi":"10.33235/wcet.43.1.11-19","title":"Clinical preventive-based best practices to reduce the risk of peristomal skin complications – an international consensus report","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"Coloplast","keywords":"Medicine; Dermatology; Intensive care medicine","authors":[{"name":"Gillian Down","is_ca":true},{"name":"Kimberly Bain","is_ca":true},{"name":"Birgitte D Andersen","is_ca":true},{"name":"L. Lages Martins","is_ca":true},{"name":"Tonny Karlsmark","is_ca":true},{"name":"Gregor B. E. Jemec","is_ca":true},{"name":"Mark Bain","is_ca":true},{"name":"Lene F Nielsen","is_ca":false},{"name":"Cecilie JL Bechshoeft","is_ca":true},{"name":"Anne S. Hansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1641464222337291,"gpt":0.486701206518688,"spread":0.322554784284959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.105457,0.001262558,0.001638093,0.007644691,0.001791162,0.004904116,0.004964369,0.004569657,0.003039973],"category_scores_gemma":[0.08503972,0.0007809622,0.003825103,0.004383442,0.002068369,0.003435963,0.007413351,0.006527263,0.001137585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007439177,"about_ca_system_score_gemma":0.04927961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008162292,"about_ca_topic_score_gemma":0.008356039,"domain_scores_codex":[0.9456104,0.02338966,0.01249282,0.001801248,0.0146433,0.002062688],"domain_scores_gemma":[0.9138603,0.03446214,0.009355621,0.003055451,0.03282395,0.006442545],"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":[0.0001819703,0.00126607,0.008867207,0.04508369,0.001063932,0.0005987295,0.01211848,0.002837928,0.001615547,0.02143622,0.1139538,0.7909764],"study_design_scores_gemma":[0.0004356906,0.0009633236,0.02765219,0.2294277,0.002238239,0.00134636,0.02161608,0.003867188,0.003435382,0.02150126,0.6871594,0.0003573672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02719463,0.2964653,0.0488487,0.5185976,0.01804382,0.007169913,0.001518305,0.000553116,0.08160853],"genre_scores_gemma":[0.2765197,0.4185149,0.2289538,0.0567688,0.002557385,0.006472093,0.003187869,0.0002680005,0.006757487],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.105457,"threshold_uncertainty_score":0.5577164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362669030","doi":"10.33235/wcet.43.1.28-34","title":"Self-treatment of abscesses by persons who inject intravenous drugs: a community-based quality improvement inquiry","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Medicine; Intensive care medicine; Quality (philosophy)","authors":[{"name":"Janet L. Kuhnke","is_ca":true},{"name":"Sandra J Malik","is_ca":true},{"name":"Sandi Maxwell","is_ca":true},{"name":"Janet Bickerton","is_ca":true},{"name":"Christine Porter","is_ca":true},{"name":"Nancy K George","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05559434268735215,"gpt":0.3423907290997279,"spread":0.2867963864123758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01480298,0.0002062971,0.0003894692,0.001549674,0.006448365,0.003185214,0.001209011,0.001116907,0.0007953126],"category_scores_gemma":[0.02720385,0.0003952146,0.0004034787,0.001095951,0.003604935,0.002615326,0.004992006,0.002682702,0.000063129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005161589,"about_ca_system_score_gemma":0.01374949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257276,"about_ca_topic_score_gemma":0.03138034,"domain_scores_codex":[0.98877,0.007702104,0.0005558811,0.0003074608,0.001387267,0.00127729],"domain_scores_gemma":[0.9823164,0.005920903,0.003694543,0.0004682326,0.003206509,0.004393463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005992208,0.002924084,0.1615674,0.0005548156,0.0000479604,0.001036499,0.7627069,0.0001025979,0.0008132854,0.00194273,0.003023556,0.06522026],"study_design_scores_gemma":[0.00003229374,0.0006482902,0.06580447,0.0004157811,0.00002037765,0.0005598947,0.9230753,0.0002512924,0.0002232676,0.0003279581,0.008609263,0.0000317588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988651,0.0005543872,0.000555344,0.006634223,0.00005059184,0.0003521059,0.00002711739,0.00001250513,0.003162782],"genre_scores_gemma":[0.9963527,0.0006369335,0.001532384,0.0009070604,0.00001929293,0.0001567506,0.00002288119,0.000003875219,0.0003682406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480298,"threshold_uncertainty_score":0.07828659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313562766","doi":"10.33235/wcet.42.4.41-47","title":"The meaning of diabetes for individuals who develop diabetic foot ulcer: a qualitative study informed by social constructivism and symbolic interactionism frameworks","year":2022,"lang":"en","type":"article","venue":"WCET Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Lakehead University","funders":"Canadian Frailty Network","keywords":"Symbolic interactionism; Social constructivism; Qualitative research; Meaning (existential); Constructivism (international relations); Interactionism; Sociology; Embodied cognition; Epistemology; Psychology; Social psychology; Psychotherapist; Pedagogy; Social science; Political science; Philosophy","authors":[{"name":"Idevânia G. Costa","is_ca":true},{"name":"Pilar C Plazas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01979194372120684,"gpt":0.3437404191082788,"spread":0.323948475387072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01556349,0.0004270123,0.0007006624,0.00148109,0.009896139,0.003930493,0.001391856,0.001276404,0.003160764],"category_scores_gemma":[0.01504427,0.0006384149,0.0005334772,0.001538792,0.008828504,0.003580626,0.005776327,0.002910026,0.0002302914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00590894,"about_ca_system_score_gemma":0.00821754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142667,"about_ca_topic_score_gemma":0.02751542,"domain_scores_codex":[0.9909787,0.006755383,0.0002360156,0.0003427924,0.0005368676,0.001150116],"domain_scores_gemma":[0.9831786,0.0128607,0.0009285343,0.0003197886,0.001144376,0.001568107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002195406,0.00003559042,0.001645641,0.0001033272,0.000002563124,0.0002724107,0.9941739,0.00002100768,0.000211186,0.0009492115,0.0003270039,0.002236157],"study_design_scores_gemma":[0.000005649898,0.00002603979,0.000498088,0.0001336912,0.000002793359,0.00009019031,0.9954221,0.00004120736,0.00007262757,0.0003716948,0.003329918,0.000006122118],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823695,0.0007663585,0.00477544,0.005039888,0.0001091118,0.0006896977,0.0002571292,0.00001942093,0.005973451],"genre_scores_gemma":[0.9920275,0.0007760664,0.002761748,0.001253766,0.00001812995,0.0008162945,0.00005560344,0.00001944577,0.002271493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556349,"threshold_uncertainty_score":0.08230859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383372293","doi":"10.33235/wcet.43.2.24-28","title":"Delving into skin and soft tissue infections (SSTI). Part III: focus on cellulitis","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Cellulitis; Focus (optics); Soft tissue; Dermatology; Medicine; Cellulite; Pathology; Optics; Physics","authors":[{"name":"Caley Shukalek","is_ca":true},{"name":"Vidhi Desai","is_ca":true},{"name":"Brandon Christensen","is_ca":true},{"name":"Christopher J. Lata","is_ca":true},{"name":"Ranjani Somayaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05542713147990577,"gpt":0.4287278267503679,"spread":0.3733006952704621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007931174,0.0007619032,0.0006582274,0.002056304,0.00108899,0.002490574,0.0005027235,0.002794761,0.009921419],"category_scores_gemma":[0.002763385,0.0002943879,0.0005536473,0.001229127,0.00160973,0.001850052,0.001676559,0.00332,0.004025117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126576,"about_ca_system_score_gemma":0.0009920459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299416,"about_ca_topic_score_gemma":0.004105768,"domain_scores_codex":[0.9994872,0.0001086159,0.0000599852,0.0000529455,0.0001934893,0.00009782278],"domain_scores_gemma":[0.9981142,0.0008843302,0.0002754906,0.00005144646,0.00035193,0.0003226075],"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":[0.00007418911,0.0003045399,0.00673309,0.002976835,0.00004068323,0.01046623,0.001921872,0.0002685607,0.005271815,0.008287886,0.4450759,0.5185785],"study_design_scores_gemma":[0.0000121386,0.0005215473,0.02115643,0.005625181,0.00003763712,0.04350812,0.003331096,0.0001721721,0.001284202,0.005987398,0.9183077,0.00005634278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01497653,0.6804287,0.005791339,0.08908826,0.1044141,0.0003366293,0.0001141665,0.0001608755,0.1046894],"genre_scores_gemma":[0.04879918,0.6792399,0.003645811,0.07586414,0.1120724,0.0001883963,0.0001849691,0.0001254598,0.07987968],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009921419,"threshold_uncertainty_score":0.03319049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408863789","doi":"10.33235/wcet.45.1.27-33","title":"Adults’ and their care partners’ perspectives of living with a stoma: a qualitative descriptive, community-based inquiry","year":2025,"lang":"en","type":"article","venue":"WCET Journal","topic":"Stoma care and complications","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":"Qualitative research; Descriptive research; Psychology; Descriptive statistics; Sociology; Nursing; Medicine; Social science","authors":[{"name":"Janet L. Kuhnke","is_ca":false},{"name":"Tracy Lillington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06311189891355845,"gpt":0.3790426553656042,"spread":0.3159307564520458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01030395,0.0004107583,0.0005650693,0.001268456,0.006353643,0.003742982,0.001003228,0.001405538,0.002377918],"category_scores_gemma":[0.01099263,0.0005998354,0.0004058729,0.001222007,0.005613884,0.003580906,0.004211158,0.001904313,0.0002034681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300671,"about_ca_system_score_gemma":0.003509724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094662,"about_ca_topic_score_gemma":0.01911733,"domain_scores_codex":[0.9939485,0.004319821,0.0002534616,0.0003061022,0.0004059828,0.0007662635],"domain_scores_gemma":[0.9920271,0.005887879,0.0006173982,0.0001873425,0.0005832585,0.0006969415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001599867,0.00002607919,0.00273196,0.00008958787,0.000002682191,0.0004422354,0.9934887,0.00001261786,0.0002476794,0.000441244,0.0001531466,0.002348046],"study_design_scores_gemma":[0.000002170945,0.00002856192,0.001107812,0.00008741958,0.000002416539,0.0001960304,0.9959933,0.00001885712,0.00008016679,0.00009803319,0.002380048,0.000005196015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915218,0.0009013734,0.001294164,0.001487106,0.00004015243,0.0002330444,0.0001223203,0.000008197735,0.004391752],"genre_scores_gemma":[0.9959409,0.000905743,0.00083827,0.0005955982,0.00001344301,0.0002827932,0.00005452082,0.00000867911,0.001359971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094662,"threshold_uncertainty_score":0.05449319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402788832","doi":"10.33235/wcet.44.3.12-19/","title":"Examining the association of immunosuppressants and wound healing: a narrative review","year":2024,"lang":"en","type":"review","venue":"WCET Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Alberta Innovates","keywords":"Narrative; Wound healing; Association (psychology); Narrative review; Medicine; Psychology; Psychotherapist; Intensive care medicine; Surgery; Literature; Art","authors":[{"name":"Appoo","is_ca":false},{"name":"Christensen","is_ca":false},{"name":"Somayaji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1171430921447541,"gpt":0.4202092898748189,"spread":0.3030661977300648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002263112,0.0008452805,0.002204328,0.003499111,0.0003806409,0.001483966,0.0008653859,0.001193584,0.003811563],"category_scores_gemma":[0.01224172,0.0003490557,0.001969223,0.003987592,0.000473981,0.001302652,0.0007592537,0.00102699,0.0004655933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008386728,"about_ca_system_score_gemma":0.003191615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021166,"about_ca_topic_score_gemma":0.005843949,"domain_scores_codex":[0.9985726,0.0004336645,0.0004427007,0.0001633792,0.0003313954,0.00005628923],"domain_scores_gemma":[0.9914922,0.006555325,0.001257866,0.00008409998,0.0005390577,0.00007150418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002835971,0.00004605635,0.001105871,0.6281227,0.002599322,0.0003153439,0.0002373759,0.0002011779,0.0006165798,0.001687361,0.01491092,0.3498737],"study_design_scores_gemma":[0.0001384665,0.0003743501,0.008276599,0.6180617,0.0222353,0.003467479,0.0006207324,0.0001497116,0.0006662206,0.001959457,0.3439753,0.00007464295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001128799,0.9994815,0.00002572718,0.0001305218,0.00006685487,0.00001005272,0.00002814256,0.000001031938,0.0001433993],"genre_scores_gemma":[0.001176086,0.9983841,0.00007820204,0.0001842832,0.00008062806,0.0000149419,0.00002168385,6.187158e-7,0.00005937882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003811563,"threshold_uncertainty_score":0.01275098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390756618","doi":"10.33235/wcet.43.4.32-39","title":"Examining the association of immunosuppressants and wound healing: a narrative review","year":2023,"lang":"en","type":"review","venue":"WCET Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"Narrative; Wound healing; Association (psychology); Narrative review; Medicine; Psychology; Intensive care medicine; Surgery; Psychotherapist; Art; Literature","authors":[{"name":"Aria Appoo","is_ca":false},{"name":"Brandon L Christensen","is_ca":true},{"name":"Ranjani Somayaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1723694607831728,"gpt":0.4294177031704731,"spread":0.2570482423873003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855773,0.000872163,0.001936375,0.004660263,0.0003946578,0.001451402,0.0009243213,0.001132209,0.003724691],"category_scores_gemma":[0.009723456,0.0003648049,0.001664136,0.005786693,0.0004772132,0.00157465,0.0008207659,0.0008615867,0.0004102652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000806527,"about_ca_system_score_gemma":0.003018385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984133,"about_ca_topic_score_gemma":0.005433588,"domain_scores_codex":[0.9988895,0.0002995181,0.000389251,0.0001371873,0.0002363916,0.00004819086],"domain_scores_gemma":[0.9936996,0.004590638,0.001177273,0.00006351463,0.0004093894,0.00005963854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002866258,0.0000520308,0.001899246,0.6456876,0.002021082,0.0006229748,0.0003458393,0.0002225303,0.000588627,0.001683105,0.01418994,0.3324003],"study_design_scores_gemma":[0.0001150111,0.0003336989,0.01241911,0.6469689,0.01890981,0.007236184,0.000994668,0.0001693151,0.0005850829,0.00211402,0.3100642,0.0000900118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001480959,0.9995006,0.00002364252,0.0001085917,0.00005012803,0.000009266194,0.00002866868,9.590628e-7,0.0001300108],"genre_scores_gemma":[0.001304305,0.9982992,0.0000837183,0.0001503871,0.00007555424,0.00001414732,0.00002434316,5.212519e-7,0.00004787009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004660263,"threshold_uncertainty_score":0.01246035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}