{"id":"W3174547412","doi":"10.21203/rs.3.rs-579316/v1","title":"Outcomes of Induction Versus Spontaneous Onset of Labour at 40 and 41 Gw: Findings From A Prospective Database, Sri Lanka","year":2021,"lang":"en","type":"preprint","venue":"Research Square","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; Sri lanka; Logistic regression; Pregnancy; Prospective cohort study; Gestational age; Obstetrics; Preterm labour; Pediatrics; Gynecology; Demography; Gestation; 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":[0.001943881,0.0004045561,0.0006921022,0.001903348,0.000562467,0.0009374982,0.0009581362,0.0004484449,0.002110601],"category_scores_gemma":[0.007080997,0.0004506774,0.001588668,0.004039353,0.0003639955,0.0005646247,0.001269661,0.000837212,0.0002589404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009023185,"about_ca_system_score_gemma":0.001268828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02572017,"about_ca_topic_score_gemma":0.02119724,"domain_scores_codex":[0.9969736,0.0008686694,0.0008222694,0.0005650305,0.0003927067,0.0003776991],"domain_scores_gemma":[0.9921092,0.002048534,0.003885162,0.0006246452,0.000701735,0.000630729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000231573,0.00001710761,0.9980817,0.0001267272,0.0003176119,0.00009834064,0.0001298557,0.00003074845,0.00005239629,0.00001770007,0.0001925486,0.0007038743],"study_design_scores_gemma":[0.00002128745,0.00008996796,0.9986404,0.00004548211,0.0001900985,0.0002313253,0.0005519561,0.00007814062,0.00002622688,0.000009175847,0.0001070509,0.000009011225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928762,0.0008303107,0.00006296393,0.00009878994,0.00000539394,0.00004119902,0.005619184,0.000005899402,0.0004600088],"genre_scores_gemma":[0.9957943,0.0003642877,0.00008716272,0.00005437707,0.000005844374,0.00007649069,0.003556629,0.000004227729,0.00005677701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572017,"threshold_uncertainty_score":0.05114096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106361661079744,"score_gpt":0.44971234758127,"score_spread":0.3390761814732957,"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."}}