{"id":"W4386565293","doi":"10.1097/01.eem.0000616440.05701.7f","title":"Special Report","year":2019,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Psychological intervention; Medicine; Manifesto; Medical emergency; Psychology; Nursing","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":[0.001496728,0.001078003,0.0009152862,0.002023146,0.001418846,0.004774676,0.002418023,0.003330324,0.6989358],"category_scores_gemma":[0.009498961,0.0004816805,0.0009782899,0.001579928,0.0006465529,0.003968921,0.003937684,0.003083443,0.5845572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369518,"about_ca_system_score_gemma":0.003539201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578256,"about_ca_topic_score_gemma":0.002214517,"domain_scores_codex":[0.9980925,0.0002724341,0.0001982673,0.0003832893,0.0008341577,0.0002193546],"domain_scores_gemma":[0.9947624,0.0006383293,0.0002661523,0.0007662221,0.00215344,0.001413602],"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":[0.00002182379,0.00002945567,0.0002026513,0.0001137997,0.00000316073,0.0001320101,0.0000308819,0.00001497744,0.00006991615,0.001578558,0.9322053,0.0655974],"study_design_scores_gemma":[0.00000734059,0.00001290066,0.000209416,0.0001047447,0.000001959505,0.0003007414,0.00003449736,0.00001414171,0.00003808323,0.0006866343,0.9985857,0.000003924105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165702,0.007980255,0.002963944,0.02493092,0.08143233,0.0006396688,0.009469935,0.003085998,0.8683313],"genre_scores_gemma":[0.00455648,0.006611704,0.00209064,0.01338822,0.01546618,0.0003953149,0.008273056,0.00116705,0.9480513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6989358,"threshold_uncertainty_score":0.4294315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059230115774148,"score_gpt":0.4640329249717193,"score_spread":0.3581099133943045,"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."}}