{"id":"W4394764840","doi":"10.1097/acm.0000000000005679","title":"Conceptualizing Educational Comparability in Distributed Health Professions Education: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Comparability; Inclusion (mineral); CLARITY; Accreditation; Medical education; Knowledge management; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.2973461,0.001874145,0.004685284,0.04516319,0.004850024,0.02005169,0.006520874,0.007255743,0.002307267],"category_scores_gemma":[0.4603343,0.002015222,0.005021836,0.03683896,0.01854774,0.03061658,0.01239907,0.005803429,0.0002727276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02327893,"about_ca_system_score_gemma":0.05815109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009058183,"about_ca_topic_score_gemma":0.007559552,"domain_scores_codex":[0.6952927,0.2127142,0.04904421,0.008998444,0.03090752,0.003042918],"domain_scores_gemma":[0.3380506,0.5975707,0.02639623,0.01006072,0.02660653,0.00131518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002166795,0.0002559474,0.01208982,0.2343503,0.003073185,0.0009872736,0.1191878,0.00320997,0.000355033,0.2638075,0.004743775,0.3577226],"study_design_scores_gemma":[0.0001099702,0.0004118454,0.006230862,0.7045718,0.003356264,0.0008412766,0.08441707,0.00201147,0.000593728,0.1242125,0.07307849,0.000164783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03404309,0.788456,0.08178905,0.05264882,0.002552595,0.006634919,0.0004498297,0.00009686036,0.03332886],"genre_scores_gemma":[0.520798,0.3695571,0.08260153,0.009475864,0.00079612,0.01490197,0.0007685232,0.00007338372,0.00102754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9953147,"threshold_uncertainty_score":0.8664973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092574618387379,"score_gpt":0.5814601468498879,"score_spread":0.37220268501115,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}