{"id":"W2748945306","doi":"","title":"OBSTETRICAL ANAL SPHINCTER INJURIES (OASIS): DOES OBSTETRICAL CARE PROVIDER MATTER? A QUALITY ASSURANCE STUDY IN ONTARIO.","year":2016,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Anal sphincter; Quality assurance; Nursing; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042839,0.0002801645,0.0006255605,0.0001905641,0.0003115339,0.00001716818,0.0002554079,0.0004280672,0.0007548889],"category_scores_gemma":[0.004319611,0.000161772,0.00006597421,0.0002683008,0.0002803164,0.0002825108,0.0003030472,0.00159205,0.0001348124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996925,"about_ca_system_score_gemma":0.000353362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008392887,"about_ca_topic_score_gemma":0.1791862,"domain_scores_codex":[0.994791,0.002471027,0.00092881,0.000764425,0.000350795,0.0006939617],"domain_scores_gemma":[0.9910519,0.007785887,0.0002495769,0.0005311295,0.0001486054,0.0002329443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005504104,0.0003622923,0.9886217,0.0001293421,0.00002008142,0.00008458991,0.008460199,6.430802e-7,0.00002668231,0.0004054849,0.0001850986,0.00115344],"study_design_scores_gemma":[0.001891649,0.0005727322,0.9802469,0.00003206808,0.0000440607,0.000003699776,0.005728215,0.00001569169,8.325746e-7,0.0006722772,0.01058683,0.0002050438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796464,0.0001484878,0.00003374015,0.0169886,0.001289627,0.0009376848,0.00002189635,0.00006349425,0.000870113],"genre_scores_gemma":[0.9946893,0.00002966854,0.00009010033,0.003641681,0.0001197084,0.0001153106,0.000006389386,0.00002397569,0.001283905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707933,"threshold_uncertainty_score":0.9982103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532030180026881,"score_gpt":0.3891356376942199,"score_spread":0.3538153358939511,"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."}}