{"id":"W4408851808","doi":"10.3138/cjgim.2024.1109","title":"Canadian Society of Internal Medicine Annual Meeting","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Internal medicine; Traditional 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":[0.002403124,0.00141258,0.0009277668,0.00371509,0.003402288,0.002889199,0.001231261,0.004057348,0.118612],"category_scores_gemma":[0.005468759,0.0005110452,0.001138659,0.002775473,0.0009293349,0.0005711265,0.001789173,0.004024691,0.02710544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01761537,"about_ca_system_score_gemma":0.05417244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4835567,"about_ca_topic_score_gemma":0.8108105,"domain_scores_codex":[0.9970716,0.0002653426,0.0001744403,0.0001618175,0.001608357,0.0007182687],"domain_scores_gemma":[0.9860792,0.0002349683,0.0003089729,0.0001537959,0.009091994,0.004131107],"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":[0.0000235978,0.00001267003,0.0007817129,0.00007446598,0.00001159859,0.00005609596,0.000008877431,0.00002753384,0.00005622359,0.0002394995,0.9876965,0.01101134],"study_design_scores_gemma":[0.00003323646,0.000009725426,0.007801319,0.0003021391,0.0000228712,0.0001173272,0.0000801618,0.00006337192,0.00003467328,0.0002461026,0.991273,0.00001618358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003293834,0.05076349,0.0008012285,0.3914184,0.1845999,0.0003672673,0.01119198,0.0004900913,0.3570739],"genre_scores_gemma":[0.04248512,0.1122011,0.003089138,0.06281253,0.07704659,0.0005267623,0.01421129,0.0003256076,0.6873019],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4835567,"threshold_uncertainty_score":0.9614841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188916996318173,"score_gpt":0.2780034289774126,"score_spread":0.2661142590142309,"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."}}