{"id":"W4360952115","doi":"10.26443/mjm.v21i1.1051","title":"Experimental Medicine Biomedical Graduate Conference (AMBGC)","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Biomedical and Engineering Education","field":"Engineering","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":false,"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":[0.004107689,0.0009101016,0.0005380128,0.001063955,0.001956173,0.00218888,0.001651127,0.00477653,0.1954875],"category_scores_gemma":[0.002459572,0.0002810248,0.000779473,0.0003634928,0.0009867713,0.0004918419,0.004039499,0.003562358,0.04225651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295553,"about_ca_system_score_gemma":0.01228702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007450304,"about_ca_topic_score_gemma":0.02585646,"domain_scores_codex":[0.9983925,0.0002357687,0.00003781755,0.0001937822,0.0006093977,0.0005307397],"domain_scores_gemma":[0.9953904,0.0001601475,0.00007192674,0.0001717788,0.001122156,0.003083599],"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":[0.0009495977,0.0006092394,0.001219315,0.0001600642,0.00002842708,0.0003037321,0.00007203045,0.0001580868,0.004902349,0.003660716,0.9038902,0.08404628],"study_design_scores_gemma":[0.0001983076,0.0004331354,0.009381321,0.0001196866,0.00001192345,0.0002029223,0.00008365005,0.0001692209,0.001553052,0.0012259,0.9866036,0.00001727305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04747418,0.01792114,0.004728243,0.2584405,0.1802761,0.002618019,0.01441185,0.001801221,0.4723289],"genre_scores_gemma":[0.04672916,0.003632376,0.005297732,0.02225034,0.01361049,0.0008070876,0.005789378,0.0003581421,0.9015254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1954875,"threshold_uncertainty_score":0.6539707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08369136295652979,"score_gpt":0.3065400121805605,"score_spread":0.2228486492240307,"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."}}