{"id":"W2520911970","doi":"10.1002/wmh3.199","title":"Medical Errors: Next Steps","year":2016,"lang":"en","type":"article","venue":"World Medical & Health Policy","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medicine; Psychological intervention; Population; Epidemiology; Family medicine; Adverse effect; Gerontology; Demography; Environmental health; Political science; Psychiatry; Sociology","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004728269,0.000301618,0.0006822204,0.0005893228,0.0009580741,0.000001360536,0.0007786535,0.0005679521,0.02873679],"category_scores_gemma":[0.01525681,0.0001888581,0.0001378108,0.001095528,0.0005705541,0.0001996984,0.0003142288,0.001589669,0.00674862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299881,"about_ca_system_score_gemma":0.01831904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699836,"about_ca_topic_score_gemma":0.005238651,"domain_scores_codex":[0.9910845,0.001680095,0.001801021,0.000576087,0.002877275,0.001981077],"domain_scores_gemma":[0.9903486,0.002481365,0.0006758547,0.0007653264,0.0001491368,0.005579662],"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":[0.0001291745,0.0003646208,0.01447892,0.000604124,0.00004383318,0.00003974098,0.003503724,1.849705e-7,0.00001065593,0.1061972,0.5761155,0.2985123],"study_design_scores_gemma":[0.00280528,0.0001154143,0.01849702,0.002744071,0.000006332728,0.000009134241,0.0003476934,0.00003561555,0.000002112147,0.001104553,0.974132,0.0002007576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004939011,0.0005107666,0.004858103,0.948477,0.002638008,0.001057736,0.00003954114,0.0004543139,0.03702556],"genre_scores_gemma":[0.580338,0.002448793,0.0003549516,0.3722607,0.006502849,0.0004373557,0.00004893346,0.00007808232,0.03753035],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5762163,"threshold_uncertainty_score":0.9940248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078285203444869,"score_gpt":0.5136312380062482,"score_spread":0.4058027176617613,"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."}}