{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01073701,0.0004248065,0.0007087745,0.001298544,0.0009940602,0.001111411,0.000912535,0.0006518404,0.0045468],"category_scores_gemma":[0.03273875,0.0003022026,0.0004730801,0.0009346495,0.0006764318,0.0009832573,0.001452335,0.001085864,0.0007152754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021155,"about_ca_system_score_gemma":0.003488458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008282232,"about_ca_topic_score_gemma":0.0100135,"domain_scores_codex":[0.9898037,0.004942243,0.0009057555,0.0008022582,0.002439805,0.00110638],"domain_scores_gemma":[0.9605235,0.01771369,0.004446761,0.001530255,0.00885003,0.006935738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01292389,0.05328891,0.4431125,0.002198752,0.0008236764,0.0003600952,0.0209046,0.002202802,0.004311023,0.0005985967,0.009321081,0.4499541],"study_design_scores_gemma":[0.001817068,0.07032705,0.8908935,0.000592878,0.0004478354,0.0003467249,0.01259674,0.003182667,0.004000858,0.0001874423,0.0154879,0.0001193901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916095,0.0002841422,0.0003425288,0.0002746949,0.00003769127,0.0006860079,0.0001792701,0.00002499241,0.00656117],"genre_scores_gemma":[0.9956256,0.0003069519,0.001060546,0.0002510224,0.00005887712,0.0005895986,0.0002709833,0.0000100029,0.001826344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073701,"threshold_uncertainty_score":0.05678344,"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."}}