{"id":"W2808231898","doi":"10.1016/j.jogc.2018.04.030","title":"Obesity and Reproduction","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Montréal; Ottawa Fertility Centre","funders":"","keywords":"Medicine; Fertility; Guideline; CINAHL; Family medicine; MEDLINE; Obesity; Infertility; Systematic review; Gynecology; Nursing; Pregnancy; Environmental health; Population; Psychological intervention; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005573106,0.0002491924,0.0002828618,0.001253325,0.0008014957,0.002442444,0.0003589691,0.001208867,0.03742928],"category_scores_gemma":[0.001678363,0.0001914903,0.0002775085,0.001317676,0.001200557,0.0005825301,0.0009673162,0.001585465,0.004564584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772263,"about_ca_system_score_gemma":0.002741278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050857,"about_ca_topic_score_gemma":0.03489247,"domain_scores_codex":[0.999642,0.0001078815,0.00002611091,0.00003016304,0.0001049027,0.00008894577],"domain_scores_gemma":[0.9993187,0.0001388743,0.00008398462,0.00005057601,0.0001220691,0.0002857023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003656882,0.0005378124,0.04312531,0.0006160825,0.0001311591,0.0008596345,0.001817404,0.0001982825,0.00140232,0.06170421,0.3193156,0.5699264],"study_design_scores_gemma":[0.00004491973,0.0001540309,0.1678315,0.00127881,0.0000560377,0.001682811,0.002036652,0.0001054938,0.0001811495,0.01268651,0.8139129,0.00002916934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04588724,0.4350979,0.0003953638,0.1178581,0.01325226,0.00006586713,0.00154741,0.00007830319,0.3858175],"genre_scores_gemma":[0.382433,0.2879012,0.001236866,0.01469148,0.01345619,0.0001351284,0.001679949,0.00006988463,0.2983964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03742928,"threshold_uncertainty_score":0.1252134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298632262841532,"score_gpt":0.2513126932966167,"score_spread":0.2383263706682013,"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."}}