{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02462425,0.002615997,0.002738965,0.005152738,0.008238474,0.01550917,0.005560103,0.0246278,0.074603],"category_scores_gemma":[0.06972308,0.0009694826,0.002983937,0.002265832,0.009275844,0.03008525,0.01388594,0.03222296,0.02773307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007414898,"about_ca_system_score_gemma":0.04496706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007526707,"about_ca_topic_score_gemma":0.01190056,"domain_scores_codex":[0.9816965,0.00619087,0.001923514,0.001911086,0.005845263,0.002432694],"domain_scores_gemma":[0.8829606,0.04934828,0.004413478,0.005322737,0.03152431,0.02643076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001141428,0.000273433,0.001111096,0.00235454,0.0001053797,0.0005159249,0.0008949998,0.0003245206,0.0001488028,0.04281861,0.6908008,0.2605378],"study_design_scores_gemma":[0.00004763982,0.0001398252,0.001103687,0.01472687,0.00009431316,0.0008698875,0.004583388,0.0003652203,0.0001507655,0.0969027,0.8809057,0.0001101201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004190653,0.09104711,0.003239153,0.8594707,0.02893503,0.00008034934,0.0002800247,0.0004179126,0.01611061],"genre_scores_gemma":[0.02462207,0.2823031,0.0207988,0.5979677,0.04822667,0.0005345406,0.001353419,0.0003233152,0.0238703],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.074603,"threshold_uncertainty_score":0.2495719,"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."}}