{"id":"W4366441392","doi":"10.1136/bmjopen-2022-070454","title":"Behavioural factors associated with fear of litigation as a driver for the increased use of caesarean sections: a scoping review","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"UNICEF; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Blame; Scopus; Poison control; Cognitive bias; Health care; Cognition; MEDLINE; Applied psychology; Psychology; Psychiatry; Medical emergency; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004501828,0.0002497227,0.002057364,0.00008180871,0.0003497722,0.00002460749,0.0004960328,0.0003221993,0.0003813693],"category_scores_gemma":[0.03055693,0.0001360743,0.0002905436,0.0005938752,0.0001038679,0.0002725305,0.0002953663,0.0006168276,0.00003012816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481287,"about_ca_system_score_gemma":0.002924654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343716,"about_ca_topic_score_gemma":0.002792598,"domain_scores_codex":[0.9948531,0.002570486,0.001549108,0.0002958386,0.0004468634,0.0002845776],"domain_scores_gemma":[0.9793558,0.01665093,0.00266955,0.0006757043,0.0005350359,0.0001130409],"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":[0.0001089669,0.0002690273,0.006584813,0.9567815,0.00119346,0.000004812703,0.002323904,4.954832e-7,1.329087e-7,0.0005116145,0.01309565,0.01912561],"study_design_scores_gemma":[0.000360188,0.0001697964,0.0008268114,0.878844,0.002754916,7.724071e-7,0.0007168681,0.000003357687,3.341135e-7,0.00001700397,0.1161345,0.0001714849],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001002809,0.861093,0.00001894258,0.001367754,0.0003958817,0.1349431,0.0008502253,0.00007524441,0.0002529945],"genre_scores_gemma":[0.00004257646,0.985459,0.0001027877,0.000296869,0.00007667822,0.01178039,0.0008786863,0.00006076583,0.001302294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1243659,"threshold_uncertainty_score":0.9931325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6768882201849733,"score_gpt":0.6201847649914433,"score_spread":0.05670345519353004,"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."}}