{"id":"W2163581778","doi":"10.1136/bmjopen-2013-002929","title":"The epidemiology of malpractice claims in primary care: a systematic review","year":2013,"lang":"en","type":"review","venue":"BMJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Board","keywords":"Malpractice; Indemnity; Medicine; Family medicine; Medical diagnosis; Medical malpractice; Epidemiology; MEDLINE; Pediatrics; Actuarial science; Law","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":[0.01575928,0.001425518,0.007071903,0.01869442,0.00102637,0.003726029,0.00209727,0.00298275,0.003639433],"category_scores_gemma":[0.1019854,0.001633877,0.00739768,0.01842327,0.001436253,0.003828904,0.002311989,0.001640393,0.0002839951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510029,"about_ca_system_score_gemma":0.01768484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009580176,"about_ca_topic_score_gemma":0.02616061,"domain_scores_codex":[0.9741225,0.009851173,0.009421517,0.001490244,0.004522454,0.0005921211],"domain_scores_gemma":[0.8638497,0.1031777,0.02319688,0.001697893,0.007350214,0.0007276067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001027307,0.0000166379,0.002388045,0.9636313,0.008082455,0.0001843168,0.0004256192,0.00009051129,0.00006691545,0.0002359495,0.001316859,0.02345868],"study_design_scores_gemma":[0.00009014379,0.0001608026,0.00663277,0.9522146,0.02883096,0.0006683173,0.0005681907,0.00008339522,0.00008630857,0.0002284217,0.01040952,0.00002659735],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001755193,0.9966498,0.0001537412,0.0004419568,0.0000987739,0.0002823556,0.0003562274,0.000006210624,0.0002557237],"genre_scores_gemma":[0.03187272,0.9652708,0.0009822041,0.0006830601,0.0001389176,0.0006307373,0.0003399556,0.000005607874,0.00007599001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01869442,"threshold_uncertainty_score":0.0833441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4563652402678087,"score_gpt":0.6384680679350713,"score_spread":0.1821028276672626,"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."}}