{"id":"W3088568900","doi":"10.1177/2327857920091055","title":"IVCO2 Training Effectiveness Study","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medical education; Index (typography); Psychology; Applied psychology; Computer science; Medicine; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312595,0.0001461818,0.0002825349,0.0001222068,0.0001686848,0.00008733367,0.0004029457,0.00006171758,0.000005790048],"category_scores_gemma":[0.00008594835,0.0001114207,0.00005282978,0.0001480478,0.00003592111,0.0002067541,0.0002221157,0.0002259148,0.000001704338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705704,"about_ca_system_score_gemma":0.00002688171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848664,"about_ca_topic_score_gemma":0.0003851215,"domain_scores_codex":[0.9989214,0.000005924467,0.0004198599,0.0002949669,0.0001736115,0.000184237],"domain_scores_gemma":[0.9993878,0.00003704543,0.0003501515,0.00005862362,0.0001435917,0.00002281263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431318,0.0000715607,0.9474035,0.001117083,0.00002866594,4.642131e-7,0.005673409,0.0000326369,0.0005833712,0.04359888,0.0001247098,0.00122261],"study_design_scores_gemma":[0.00175124,0.0004476682,0.9405776,0.0006973537,0.00001407623,0.000001297994,0.0360029,0.0004468441,0.0004268077,0.00072626,0.01854674,0.0003612638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934391,0.00003358532,4.354023e-7,0.003845842,0.0004291173,0.0005776959,0.000006184523,0.00004130866,0.001626692],"genre_scores_gemma":[0.9983668,0.000006280765,0.000005179527,0.001252944,0.0003169622,0.00002582266,0.00000380094,0.00001806216,0.000004134021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04287262,"threshold_uncertainty_score":0.4543603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05277466101372309,"score_gpt":0.2982815813291216,"score_spread":0.2455069203153986,"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."}}