{"id":"W1629273489","doi":"10.1007/s12630-012-9752-2","title":"Management of simulated maternal cardiac arrest by residents: didactic teaching versus electronic learning","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"University of Toronto; Institute for Clinical Evaluative Sciences","keywords":"Interquartile range; Resuscitation; Medicine; Cardiopulmonary resuscitation; Quality assurance; Anesthesia; Fidelity; Psychology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002455757,0.0003399531,0.0006678516,0.0008154121,0.0005570277,0.000111304,0.0003782181,0.0001825213,0.0002701619],"category_scores_gemma":[0.0001924076,0.0003352668,0.0003169111,0.0003971776,0.0001229383,0.0005458461,0.00000827209,0.001775378,0.00002059123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964576,"about_ca_system_score_gemma":0.003291901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410841,"about_ca_topic_score_gemma":0.0003872749,"domain_scores_codex":[0.9959311,0.0005131467,0.001203696,0.0002016995,0.0007772078,0.001373118],"domain_scores_gemma":[0.9945475,0.0002411001,0.001122185,0.0002967757,0.0007460645,0.00304631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040182,0.0001290269,0.9153346,0.0004333357,0.001151651,0.06285647,0.005304712,0.003949075,0.00008640737,0.0006510601,0.004352039,0.004711455],"study_design_scores_gemma":[0.005141827,0.002722714,0.5507636,0.002351635,0.001503408,0.399799,0.01183782,0.0001241497,0.0003137181,0.0001135082,0.02447971,0.0008489237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991721,0.003726379,0.00001306346,0.002273974,0.001412532,0.0002387495,0.000005074881,0.00001400927,0.0005951587],"genre_scores_gemma":[0.9978436,0.0001436517,0.000223314,0.0000536358,0.001170408,0.000002009119,0.00002332851,0.00008897671,0.0004510273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.364571,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139452335680872,"score_gpt":0.2813450178109353,"score_spread":0.2673997842428482,"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."}}