{"id":"W2519063254","doi":"10.1136/bmjopen-2016-012007","title":"Proportion of neonatal readmission attributed to length of stay for childbirth: a population-based cohort study","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Public Health Agency of Canada; University of Calgary","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; Child and Family Research Institute; World Health Organization","keywords":"Medicine; Childbirth; Obstetrics; Cohort study; Cohort; Reproductive medicine; Pregnancy; Population; Epidemiology; Family medicine; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007335745,0.000069707,0.0002892654,0.00007230383,0.00003688215,0.000004482757,0.000111569,0.00003028144,0.0005780107],"category_scores_gemma":[0.0002709834,0.00004228928,0.00006134062,0.00009103808,0.00000902898,0.0000631248,0.00006315245,0.00002472775,0.000006386348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003685952,"about_ca_system_score_gemma":0.0001102914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633569,"about_ca_topic_score_gemma":0.0002029089,"domain_scores_codex":[0.9989336,0.00004287628,0.0005143025,0.0001598223,0.0002440247,0.0001053732],"domain_scores_gemma":[0.9991431,0.00004054251,0.0002212627,0.0002552018,0.0002286193,0.0001112858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002844428,0.0004832157,0.9798706,0.0007232791,0.00004073263,0.000003163893,0.00006471379,0.000002353601,0.0005043894,0.0001303643,0.0002767485,0.01505607],"study_design_scores_gemma":[0.002569148,0.002627573,0.9858283,0.0009652377,0.0000285178,0.000004921538,0.00003819777,0.00006253334,0.004767097,0.00005770536,0.002989994,0.00006070697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798143,0.000003750358,0.002751777,0.001099804,0.00007514351,0.01574968,0.0004224837,0.00001133077,0.00007173421],"genre_scores_gemma":[0.9942235,4.028406e-7,0.001271841,0.00005497262,0.00002798163,0.0009702398,0.0001101734,0.0000100783,0.003330863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499536,"threshold_uncertainty_score":0.6328813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09861176029675636,"score_gpt":0.4622350428440945,"score_spread":0.3636232825473381,"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."}}