{"id":"W64100412","doi":"10.1007/s12630-014-0155-4","title":"The Comprehensive Textbook of Healthcare Simulation","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Health care; Computer science; Management science; Data science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001384522,0.001748899,0.001131151,0.002844808,0.001074594,0.003505435,0.00149806,0.002779949,0.05545047],"category_scores_gemma":[0.004918154,0.0007631753,0.0008867972,0.002650488,0.001680197,0.002754519,0.002492564,0.004179429,0.04133889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994592,"about_ca_system_score_gemma":0.009211002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007691875,"about_ca_topic_score_gemma":0.01690073,"domain_scores_codex":[0.998642,0.0003023948,0.0001230527,0.00007802332,0.0007764057,0.000078008],"domain_scores_gemma":[0.9976234,0.0007423013,0.00008427309,0.0001633005,0.0009736048,0.000413051],"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":[0.000008570009,0.00006436989,0.0001391687,0.0002254076,0.000003975538,0.00005642268,0.0001062329,0.001556886,0.00015684,0.01717666,0.8397205,0.140785],"study_design_scores_gemma":[0.000004213637,0.00001419862,0.0002848855,0.0003898789,0.000002267174,0.0001478784,0.00005445459,0.0005350827,0.00004366745,0.01358113,0.9849308,0.00001159142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0007279273,0.1288203,0.05674425,0.04216002,0.04373253,0.0003344372,0.0008654702,0.001819097,0.724796],"genre_scores_gemma":[0.009282399,0.1001941,0.03245826,0.01756248,0.01382679,0.0004915393,0.001296448,0.0008240831,0.8240639],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05545047,"threshold_uncertainty_score":0.1855003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467273171909339,"score_gpt":0.3352838416433879,"score_spread":0.3006111099242945,"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."}}