{"id":"W2202261135","doi":"10.1017/s1481803500005194","title":"First Canadian EM Residents Workshop: Blood, Gore and Pop Quizzes: Maximizing Educational Opportunities in the Emergency Room","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forces College","funders":"","keywords":"Medicine; Medical emergency; Action (physics); Emergency rooms; Medical education; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004068041,0.0007787863,0.0004065834,0.0006149617,0.007168991,0.003635969,0.001742207,0.004846461,0.01485591],"category_scores_gemma":[0.00661439,0.0005232849,0.0005244321,0.0004761769,0.001593834,0.001321115,0.002927662,0.005528552,0.001640451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01590006,"about_ca_system_score_gemma":0.06086737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5932535,"about_ca_topic_score_gemma":0.9303468,"domain_scores_codex":[0.9987149,0.0002456132,0.00003801453,0.00007935415,0.0003673423,0.0005548275],"domain_scores_gemma":[0.9930164,0.000327194,0.0001400017,0.00005380657,0.001411502,0.005051065],"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":[0.0002493146,0.0004009827,0.00507602,0.0001906282,0.00002309871,0.000563472,0.002840535,0.0001668854,0.0004912679,0.0007564635,0.9334262,0.05581506],"study_design_scores_gemma":[0.000199885,0.0002602307,0.07265295,0.0009642637,0.0000690867,0.0006146463,0.02041768,0.0002951484,0.0008769797,0.001255155,0.902249,0.0001449554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08284476,0.01465584,0.001875661,0.770305,0.01977799,0.0006468905,0.00103419,0.0003936524,0.1084661],"genre_scores_gemma":[0.5107276,0.02824423,0.01832394,0.130399,0.00715322,0.0008772544,0.0008767978,0.0003370966,0.3030608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4067465,"threshold_uncertainty_score":0.8182838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237879955923899,"score_gpt":0.3408455474368488,"score_spread":0.2170575518444589,"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."}}