{"id":"W2750634401","doi":"10.1186/s13643-017-0569-5","title":"Evaluative reports on medical malpractice policies in obstetrics: a rapid scoping review","year":2017,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canada Research Chairs; World Health Organization","keywords":"Medicine; Malpractice; Medical malpractice; Liability; Tort reform; Patient safety; Family medicine; Specialty; MEDLINE; Plaintiff; Scrutiny; Medical emergency; Health care; Tort; Accounting; Business; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.06810902,0.0003534181,0.003235533,0.0001589373,0.0008188972,0.00005840068,0.000759276,0.0003159505,0.004522949],"category_scores_gemma":[0.7606755,0.000217747,0.0002691048,0.0003155554,0.0001405474,0.0005260757,0.0002731223,0.001376494,0.003810015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831873,"about_ca_system_score_gemma":0.0009666138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581959,"about_ca_topic_score_gemma":0.0001948448,"domain_scores_codex":[0.9749811,0.0162673,0.005524208,0.0006183946,0.001948884,0.0006601762],"domain_scores_gemma":[0.948203,0.03710323,0.009262605,0.00437425,0.0004797126,0.0005772062],"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":[0.000008109003,0.0001234746,0.001497289,0.9800303,0.00002978115,0.0001913655,0.002254697,5.259131e-8,9.952689e-7,0.0007258247,0.01175877,0.003379357],"study_design_scores_gemma":[0.0003353843,0.00008428356,0.0006210445,0.9321156,0.0001789621,0.00003997755,0.001127281,0.00002318374,8.903285e-7,0.0001754122,0.06508349,0.0002145663],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005079697,0.561169,0.0001425244,0.1241751,0.007770859,0.1125274,0.000004786898,0.00017731,0.1889533],"genre_scores_gemma":[0.08772551,0.8153241,0.001232408,0.05497117,0.00191811,0.03231242,0.00002377816,0.0001413931,0.006351073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6925665,"threshold_uncertainty_score":0.9969656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325734428099989,"score_gpt":0.5906188688711046,"score_spread":0.2648844407711156,"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."}}