{"id":"W2081303460","doi":"10.1186/1471-2393-14-106","title":"Contribution of prepregnancy body mass index and gestational weight gain to caesarean birth in Canada","year":2014,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Laurentian University; University of Toronto; Provincial Health Services Authority; Mount Sinai Hospital; University of Manitoba; Ottawa Hospital; University of Ottawa; University of Calgary; Public Health Agency of Canada","funders":"","keywords":"Medicine; Overweight; Obstetrics; Body mass index; Caesarean section; Pregnancy; Weight gain; Reproductive medicine; Birth weight; Gynecology; Population; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009184894,0.0003719031,0.0004447016,0.001969936,0.00169012,0.0009774859,0.001356623,0.0004822138,0.002388457],"category_scores_gemma":[0.004590237,0.0003557719,0.000869372,0.004045708,0.0006585838,0.0002287674,0.001056876,0.001161686,0.0001387222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0250886,"about_ca_system_score_gemma":0.05262017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954765,"about_ca_topic_score_gemma":0.9953244,"domain_scores_codex":[0.9986013,0.0001021263,0.00008874172,0.0001787347,0.0005627337,0.0004664844],"domain_scores_gemma":[0.9958967,0.0004831855,0.0009237177,0.0001186764,0.001565169,0.001012482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000843466,0.00001361149,0.9918888,0.00006817847,0.00009515113,0.000133727,0.0001837824,0.0002326846,0.00006722753,0.000151249,0.001120675,0.005960471],"study_design_scores_gemma":[0.000009120336,0.00001823087,0.9973442,0.000079524,0.00008597093,0.0001571297,0.0003781861,0.0007288929,0.00004623754,0.00006375056,0.001077225,0.00001154417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748823,0.008626239,0.0005600496,0.002387979,0.00008773441,0.00007422711,0.008127413,0.00004001171,0.005214059],"genre_scores_gemma":[0.9941697,0.002833049,0.0002879728,0.0001816862,0.00001413374,0.0000122063,0.001684037,0.00001218598,0.0008051261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0250886,"threshold_uncertainty_score":0.1820313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006334362976521317,"score_gpt":0.227557100219153,"score_spread":0.2212227372426317,"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."}}