{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201192,0.0004842237,0.0005217653,0.00136094,0.002513287,0.001026124,0.001308839,0.0004739038,0.00196019],"category_scores_gemma":[0.003535836,0.0007029029,0.0005668333,0.003742294,0.0007161655,0.0006015265,0.00161635,0.000632641,0.0003192669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008361201,"about_ca_system_score_gemma":0.01294474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.874038,"about_ca_topic_score_gemma":0.9059224,"domain_scores_codex":[0.9982862,0.0003633109,0.0001367236,0.0003015454,0.000570595,0.0003415524],"domain_scores_gemma":[0.9979416,0.000149344,0.0005727941,0.0002643849,0.0006493917,0.0004224198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002326886,0.00005551948,0.9891078,0.0001138445,0.0001241674,0.0002073926,0.001440097,0.00004398,0.0002254459,0.0002692761,0.004184215,0.003995672],"study_design_scores_gemma":[0.00004615932,0.00004380842,0.9969653,0.00008367775,0.00005279141,0.00007048692,0.0005564659,0.00007146329,0.00002207656,0.00003275237,0.002046756,0.000008213362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541186,0.002024292,0.00141292,0.0009435743,0.00005722186,0.001690999,0.0318186,0.00004668936,0.007887198],"genre_scores_gemma":[0.9779488,0.001809304,0.002620488,0.0005086915,0.00003559418,0.002002517,0.01223903,0.0000309291,0.002804677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125962,"threshold_uncertainty_score":0.2534075,"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."}}