{"id":"W4367050116","doi":"10.26443/mjm.v21i1.1056","title":"Ontario Student Medical Education Research Conference (OSMERC)","year":2023,"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":"Medicine; Medical education; Family medicine","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":[0.006148197,0.0006687435,0.0006229248,0.001636073,0.002532349,0.004322728,0.001512422,0.003528605,0.1738088],"category_scores_gemma":[0.007258914,0.0005121966,0.0009555921,0.001510453,0.0009527766,0.0006872653,0.002024036,0.002304983,0.03638882],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02782213,"about_ca_system_score_gemma":0.14398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6752003,"about_ca_topic_score_gemma":0.8901628,"domain_scores_codex":[0.9930394,0.0005149941,0.0001690024,0.000299133,0.004458469,0.001519056],"domain_scores_gemma":[0.982416,0.000716831,0.0003659256,0.0003470311,0.009206343,0.006947678],"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":[0.0003307402,0.0001033933,0.002542946,0.0001065468,0.00002184641,0.00006749477,0.0000549027,0.00007905236,0.0002702027,0.001330312,0.9715877,0.02350485],"study_design_scores_gemma":[0.0001384262,0.00007174435,0.01644224,0.0001257669,0.00001461876,0.00003116056,0.0002327036,0.0001351127,0.0002202018,0.0002218294,0.9823552,0.00001104642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01961197,0.01244968,0.000989895,0.3025772,0.06087701,0.001077651,0.02775437,0.0004527089,0.5742095],"genre_scores_gemma":[0.0159124,0.002705368,0.0009089684,0.00649853,0.001899428,0.0001215969,0.004518083,0.00009144177,0.9673442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9721779,"threshold_uncertainty_score":0.6534249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457147038480641,"score_gpt":0.5022381936420043,"score_spread":0.3565234897939402,"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."}}