{"id":"W2898071562","doi":"10.1097/01.eem.0000547196.01397.f2","title":"Special Report","year":2018,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001042095,0.001022272,0.0009018325,0.001615199,0.001252584,0.004535249,0.001976441,0.003107111,0.6709401],"category_scores_gemma":[0.00754947,0.0004858692,0.000949797,0.001168447,0.0006172277,0.003161176,0.003257456,0.003347409,0.5148926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182537,"about_ca_system_score_gemma":0.002888187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401646,"about_ca_topic_score_gemma":0.001624734,"domain_scores_codex":[0.9985002,0.000209079,0.0001608134,0.000322487,0.0005916152,0.0002157686],"domain_scores_gemma":[0.9959223,0.000583209,0.0002231769,0.0005469439,0.001443002,0.001281387],"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":[0.00003654756,0.00005907915,0.0004547994,0.0001700129,0.000006000748,0.0004520904,0.00003942225,0.00002883011,0.0001266487,0.001517516,0.9102603,0.08684877],"study_design_scores_gemma":[0.00001359402,0.0000201419,0.0003939404,0.0001822253,0.000003638516,0.001194189,0.00005601391,0.00003107035,0.00006606708,0.0007898817,0.9972438,0.000005388534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001709924,0.01018547,0.002360739,0.02190422,0.1076062,0.0005662226,0.004680668,0.001718413,0.8492681],"genre_scores_gemma":[0.008937309,0.01041972,0.001927978,0.01512996,0.02929666,0.0003549731,0.005655261,0.000845808,0.9274324],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6709401,"threshold_uncertainty_score":0.469364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08855918894451906,"score_gpt":0.4377658218505951,"score_spread":0.349206632906076,"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."}}