{"id":"W2888605959","doi":"10.1016/j.annemergmed.2018.04.013","title":"Medicolegal Data Empower Better and Safer Health Care","year":2018,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Medical Protective Association; University of Ottawa","funders":"","keywords":"Medicine; Malpractice; Patient safety; Blame; SAFER; Scopus; Medical malpractice; Health care; Family medicine; MEDLINE; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01235281,0.0006729618,0.001081009,0.00143933,0.01183788,0.01525854,0.002908274,0.1405222,0.01976651],"category_scores_gemma":[0.08616471,0.001087425,0.001287668,0.001103318,0.009929226,0.01035826,0.005946459,0.08335122,0.007602497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005672121,"about_ca_system_score_gemma":0.01852607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005856833,"about_ca_topic_score_gemma":0.01422136,"domain_scores_codex":[0.988242,0.003506645,0.001262377,0.001272654,0.00384868,0.001867669],"domain_scores_gemma":[0.9237364,0.04881139,0.004712432,0.002946902,0.009621556,0.01017142],"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":[0.00002072722,0.00007448507,0.001521754,0.00007961249,0.00002009786,0.003681939,0.0009181256,0.00008130939,0.0002146532,0.0355427,0.9469188,0.01092578],"study_design_scores_gemma":[0.00007071296,0.00004558481,0.001156259,0.0006056646,0.00003318934,0.002828098,0.001572911,0.0004975627,0.0002671944,0.05792365,0.9349419,0.00005725068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000310482,0.0003015437,0.0001010847,0.9892309,0.003161391,0.000007320594,0.00001911995,0.0000107103,0.006857399],"genre_scores_gemma":[0.006648936,0.0007178044,0.0003726789,0.956387,0.02227192,0.00002422131,0.00001797464,0.00001972028,0.01353982],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1405222,"threshold_uncertainty_score":0.06612557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3901553332536122,"score_gpt":0.5725363551444594,"score_spread":0.1823810218908473,"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."}}