{"id":"W4387157343","doi":"10.1111/jog.15801","title":"Severe neonatal birth injury: Observational study of associations with operative, cesarean, and spontaneous vaginal delivery","year":2023,"lang":"en","type":"article","venue":"Journal of obstetrics and gynaecology research","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Vaginal delivery; Relative risk; Birth trauma; Birth injury; Forceps; Obstetrics; Population; Confidence interval; Surgery; Pregnancy; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276994,0.0002717014,0.0005113737,0.0006632989,0.0005014951,0.0005357644,0.0008757977,0.0005478081,0.0008121088],"category_scores_gemma":[0.00574772,0.0003095522,0.0006188166,0.001690399,0.0003861589,0.0003095475,0.0004511611,0.00075574,0.00008756994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071075,"about_ca_system_score_gemma":0.002209257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4268748,"about_ca_topic_score_gemma":0.4049847,"domain_scores_codex":[0.9987264,0.0002452831,0.0001783355,0.0002986096,0.0003648795,0.0001864404],"domain_scores_gemma":[0.9947314,0.0008094728,0.002803046,0.0003152636,0.0007553925,0.0005854986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002192823,0.000004978611,0.9996176,0.000006550673,0.00005178183,0.00001786889,0.00001339044,0.00001916114,0.00002336878,0.000004384028,0.00003752356,0.0001814278],"study_design_scores_gemma":[0.000002289474,0.00002589352,0.9996223,0.000009791958,0.00001682462,0.00006865115,0.00005577309,0.000117179,0.00001057048,0.000005028796,0.00006363044,0.00000202967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966697,0.0008676835,0.0001432233,0.00007537116,0.000009115262,0.0000118378,0.001986314,0.000004337703,0.00023244],"genre_scores_gemma":[0.9980791,0.0003366153,0.0001191449,0.00003927005,0.000008175956,0.00001315757,0.001307764,0.000002331928,0.00009450188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4268748,"threshold_uncertainty_score":0.8487802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358967617661616,"score_gpt":0.4218200120744475,"score_spread":0.2859232503082859,"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."}}