{"id":"W2065747283","doi":"10.1055/s-0030-1271213","title":"Effect of Fear of Litigation on Obstetric Care: A Nationwide Analysis on Obstetric Practice","year":2011,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Medical emergency","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":[0.001921962,0.0001599934,0.001061155,0.001244369,0.0001041919,0.000002239876,0.0002716458,0.0001385804,0.0004689719],"category_scores_gemma":[0.03513605,0.000119327,0.0002663294,0.002431167,0.00035536,0.0001765319,0.00003803896,0.0008891974,0.00003570804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143847,"about_ca_system_score_gemma":0.000283788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006085509,"about_ca_topic_score_gemma":0.0000120895,"domain_scores_codex":[0.9938691,0.003903347,0.001155019,0.0001997014,0.0005905646,0.0002822387],"domain_scores_gemma":[0.9762276,0.0190424,0.003085605,0.0003385814,0.001129228,0.0001765594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01340373,0.002350745,0.4266129,0.002495117,0.00421308,0.0003742225,0.09571497,0.0001972881,0.0002694882,0.01685115,0.0006307156,0.4368866],"study_design_scores_gemma":[0.01042462,0.1299832,0.3980298,0.001511734,0.01103362,0.0001798779,0.2261253,0.0003255731,0.01548878,0.0006059987,0.205221,0.001070545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913251,0.0003898274,0.00009427149,0.001411705,0.0005366483,0.0002460752,0.000005899542,0.00000936682,0.005981059],"genre_scores_gemma":[0.998168,0.0001562694,0.001103008,0.000426258,0.0000729774,0.00001160657,0.00000291934,0.00001332426,0.00004561775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435816,"threshold_uncertainty_score":0.9729914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884234341314006,"score_gpt":0.4146206460780131,"score_spread":0.385778302664873,"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."}}