{"id":"W2799381778","doi":"10.1111/ppe.12473","title":"The Ontario Birth Study: A prospective pregnancy cohort study integrating perinatal research into clinical care","year":2018,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sinai Health System; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; McMaster University; Impact; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Public Health Ontario; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Obstetrics; Overweight; Cohort study; Cohort; Prospective cohort study; Caesarean section; Gestation; Gestational age; Pediatrics; Family medicine; Obesity","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009751563,0.0003146665,0.001043664,0.0001902091,0.001597735,0.00003428667,0.00029101,0.0002635148,0.00008921167],"category_scores_gemma":[0.006818765,0.0001963965,0.0001190917,0.0004700985,0.00107403,0.00009352498,0.0005460113,0.001918896,0.00005984629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005156663,"about_ca_system_score_gemma":0.001160735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02685585,"about_ca_topic_score_gemma":0.100826,"domain_scores_codex":[0.9942141,0.002178806,0.001188093,0.001092555,0.000401668,0.0009247817],"domain_scores_gemma":[0.9946716,0.003348128,0.000235323,0.0005865475,0.0007493019,0.0004091382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004960035,0.0002984745,0.938028,0.0001242533,0.0001560864,0.00008245138,0.03070543,3.053658e-8,3.226772e-7,0.003814233,0.0002036005,0.02609108],"study_design_scores_gemma":[0.002132255,0.01104747,0.9532155,0.00004952169,0.00006156669,0.00007067789,0.02645398,0.00002619541,8.547127e-7,0.00235745,0.004396148,0.0001883374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853254,0.005368514,0.00004086896,0.0007160878,0.0007458988,0.003730563,0.000006400526,0.0000686864,0.003997601],"genre_scores_gemma":[0.9890848,0.007467676,0.001109577,0.0002121086,0.001108122,0.0005357537,0.000009267721,0.00003216551,0.0004404962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07397015,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09783856753037742,"score_gpt":0.4494046173288224,"score_spread":0.351566049798445,"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."}}