{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002095897,0.00003690696,0.0001136926,0.0001186046,0.00006596368,0.000008023,0.00002329913,0.00002351241,0.00009573177],"category_scores_gemma":[0.003144678,0.00002932568,0.00001085123,0.0001250342,0.0000631267,0.000037596,0.00002384697,0.0001004287,4.164054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910676,"about_ca_system_score_gemma":0.0004243914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746614,"about_ca_topic_score_gemma":0.00498821,"domain_scores_codex":[0.9994836,0.00001707273,0.000137255,0.00007783274,0.0001801438,0.0001040656],"domain_scores_gemma":[0.9991021,0.0002468208,0.00008074069,0.00005711114,0.0003706056,0.0001426534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001604759,0.0001043475,0.6103388,0.0001338808,0.0001849361,0.001087217,0.00008944164,0.000002887029,0.0001144304,0.0008453054,0.02943006,0.3576527],"study_design_scores_gemma":[0.0006625908,0.0005868452,0.941524,0.000002293693,0.00002837896,0.0000440295,0.00008640689,0.00003354407,0.00007822911,0.0002795838,0.05664772,0.00002633356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928992,0.002118674,0.00002228468,0.001506626,0.001996155,0.00006244014,0.000001494136,0.000001128037,0.001391994],"genre_scores_gemma":[0.9982553,0.0002583849,0.0005208716,0.0003456532,0.00005227068,4.219441e-7,8.94335e-7,0.000002448034,0.0005637912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3576263,"threshold_uncertainty_score":0.4152077,"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."}}