{"id":"W2753449397","doi":"10.1038/s41598-017-11432-5","title":"Impact of maternal obesity on the incidence of pregnancy complications in France and Canada","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Centre de recherche du CHU Sainte-Justine; Collège National des Gynécologues et Obstétriciens Français","keywords":"Incidence (geometry); Obesity; Pregnancy; Obstetrics; Medicine; Gynecology; Biology; Internal medicine; Genetics","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":[0.001609999,0.0002936966,0.0004400566,0.002324763,0.0008868348,0.001558227,0.0006735827,0.0004015304,0.0014802],"category_scores_gemma":[0.006624511,0.0002306852,0.0009307177,0.00344473,0.0004759487,0.0002908818,0.0007989252,0.0005103431,0.00007976446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521462,"about_ca_system_score_gemma":0.01824138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737742,"about_ca_topic_score_gemma":0.9703226,"domain_scores_codex":[0.9976787,0.000440558,0.0001446771,0.0003479003,0.0008282637,0.0005599606],"domain_scores_gemma":[0.9956056,0.000757593,0.001483798,0.000163839,0.001362433,0.0006266466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000226991,0.00001965451,0.9935306,0.00002960616,0.0002143089,0.00008681152,0.0001113929,0.0002340998,0.00008449483,0.0001476638,0.0003708891,0.004943434],"study_design_scores_gemma":[0.00001122375,0.00002554729,0.9989722,0.00002256724,0.00006246872,0.00007223694,0.0001591636,0.0002703578,0.00003851813,0.00001471431,0.0003438325,0.000007203945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989783,0.003681778,0.0001610393,0.0007251112,0.00002000043,0.00002211286,0.003500673,0.00001497997,0.002091188],"genre_scores_gemma":[0.997025,0.001206928,0.0001871123,0.0001276148,0.00001257829,0.00001181443,0.001164199,0.000005162352,0.0002596626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02622581,"threshold_uncertainty_score":0.1103903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166862610403253,"score_gpt":0.317165443197783,"score_spread":0.2954968170937505,"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."}}