{"id":"W7115715591","doi":"10.26443/mjm.v22i1.1205","title":"Ontario Student Medical Education Research Conference (OSMERC) 2025","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Continuing medical education; MEDLINE; Primary care; Medical research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004452895,0.000729544,0.0006648654,0.001580263,0.002432211,0.00406858,0.001542356,0.004031285,0.2412573],"category_scores_gemma":[0.006165668,0.0005050496,0.0010622,0.0011453,0.0009449566,0.0006157975,0.001967979,0.002166796,0.06821315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02559303,"about_ca_system_score_gemma":0.1267307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.709849,"about_ca_topic_score_gemma":0.910704,"domain_scores_codex":[0.9943304,0.0004000202,0.0001365509,0.0002054388,0.003785791,0.001141772],"domain_scores_gemma":[0.9884277,0.0004778399,0.0002373024,0.0001949496,0.006260715,0.004401413],"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":[0.0002570556,0.00008632681,0.00115873,0.00009436286,0.00001993556,0.00005115807,0.00003131766,0.0000710151,0.0001940143,0.001054452,0.9795928,0.01738887],"study_design_scores_gemma":[0.0001256001,0.00005765053,0.00895902,0.0001208958,0.00001089344,0.00002078578,0.0001243278,0.0001493035,0.0001797994,0.0001862303,0.9900564,0.000009062019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01261591,0.007654576,0.0008993441,0.2064452,0.05153906,0.001235124,0.03451858,0.0005665893,0.6845257],"genre_scores_gemma":[0.007808364,0.00125917,0.0006709865,0.005248206,0.001020588,0.00008215138,0.004448285,0.00006732662,0.979395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.709849,"threshold_uncertainty_score":0.8070862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09050906833268452,"score_gpt":0.4975334170036573,"score_spread":0.4070243486709728,"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."}}