{"id":"W4391337259","doi":"10.22541/au.170665398.84511239/v1","title":"OUTCOMES OF INDUCTION VERSUS SPONTANEOUS ONSET OF LABOUR WHEN PERFORMED AT 40 AND 41 GESTATIONAL WEEKS: FINDINGS FROM A PROSPECTIVE INDIVIDUAL PATIENT DATABASE IN SRI LANKA","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Caesarean section; Sri lanka; Obstetrics; Pregnancy; Observational study; Logistic regression; Gestational age; Population; Prospective cohort study; Vaginal delivery; Pediatrics; Gynecology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015118,0.0002972562,0.0006370698,0.001875793,0.0004882395,0.0008331204,0.0007388181,0.0004387811,0.00144358],"category_scores_gemma":[0.008255752,0.0003905082,0.000817414,0.00329529,0.0004063964,0.0004695139,0.001064851,0.0006067759,0.0002215809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009839305,"about_ca_system_score_gemma":0.001075208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953937,"about_ca_topic_score_gemma":0.01389332,"domain_scores_codex":[0.997288,0.0007388279,0.0007100967,0.0005677026,0.0003413843,0.0003538937],"domain_scores_gemma":[0.9900966,0.002299253,0.005745486,0.0006355345,0.0005789776,0.0006441958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119284,0.00001046872,0.9985899,0.00005103956,0.00008898988,0.00008533021,0.000121947,0.00003372679,0.00004241785,0.00001304206,0.0001347631,0.0007090427],"study_design_scores_gemma":[0.00001222738,0.00008198342,0.9987347,0.00002435102,0.0000584845,0.0003070275,0.000525211,0.00008036613,0.00003016117,0.000007184623,0.0001316075,0.000006868192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958768,0.0003105007,0.00004838481,0.00005296763,0.000002622142,0.00002141926,0.003452322,0.000005152887,0.0002298782],"genre_scores_gemma":[0.9971957,0.0001994324,0.00007528117,0.00003531303,0.000004484601,0.00004509843,0.00240159,0.000002993997,0.00004009164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953937,"threshold_uncertainty_score":0.03885126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399951984269881,"score_gpt":0.3325293699625229,"score_spread":0.2885298501198241,"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."}}