{"id":"W4315767371","doi":"10.1002/ijgo.14549","title":"Management of obesity across women's life course: FIGO Best Practice Advice","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre; Sinai Health System; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Obesity; Psychological intervention; Pregnancy; Breastfeeding; Obstructive sleep apnea; Public health; Gerontology; Health care; Disease; Intensive care medicine; Psychiatry; Pediatrics; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004267138,0.0001697769,0.0004819281,0.0004322412,0.0004741449,0.00002267168,0.0009295866,0.0003360617,0.001663659],"category_scores_gemma":[0.01546892,0.0001628392,0.0001241594,0.0008797316,0.0001128124,0.0008257692,0.0004626104,0.001371011,0.002094726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006457892,"about_ca_system_score_gemma":0.0008812043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005533337,"about_ca_topic_score_gemma":0.00004700244,"domain_scores_codex":[0.9957104,0.0007943646,0.001528854,0.000214562,0.001076286,0.0006754867],"domain_scores_gemma":[0.9734802,0.01985241,0.003108772,0.0002385906,0.003007043,0.0003129425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003849607,0.01312314,0.4919215,0.004801983,0.01049439,0.01341147,0.06043832,0.001926612,0.000105918,0.02424322,0.2892245,0.08645926],"study_design_scores_gemma":[0.00348547,0.0007242515,0.218814,0.0004609831,0.0002323851,0.00005751051,0.07708039,0.0001283514,0.000009152468,0.0006991885,0.6981084,0.0001999364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513738,0.001322904,0.0001255671,0.01699284,0.01624912,0.0004075526,0.00008216915,0.00006344244,0.01338258],"genre_scores_gemma":[0.9718638,0.009131304,0.002150808,0.004728888,0.0007717161,0.00003735302,0.00001682769,0.00003330705,0.01126601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088839,"threshold_uncertainty_score":0.999249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830051092564942,"score_gpt":0.4674707668666561,"score_spread":0.4191702559410067,"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."}}