{"id":"W2020809584","doi":"10.1016/j.bpobgyn.2014.10.002","title":"The worldwide epidemic of female obesity","year":2014,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Overweight; Obesity; Gestational diabetes; Socioeconomic status; Psychological intervention; Pregnancy; Disease; Etiology; Environmental health; Gerontology; Demography; Population; Internal medicine; Gestation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009158402,0.0006911356,0.001109902,0.002276856,0.0003068583,0.001103067,0.0006212116,0.00137974,0.004853998],"category_scores_gemma":[0.001636873,0.0002649894,0.0007362239,0.004203751,0.0006254051,0.001316855,0.00132366,0.001738638,0.0009018243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550032,"about_ca_system_score_gemma":0.00208266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160823,"about_ca_topic_score_gemma":0.007948278,"domain_scores_codex":[0.9996814,0.00007345573,0.00004222635,0.00005209645,0.0001086238,0.00004233199],"domain_scores_gemma":[0.9992802,0.0003386073,0.0001737513,0.00001610639,0.0001238751,0.00006742856],"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":[0.00008388986,0.00004173192,0.00205499,0.02347731,0.0001964917,0.0003583561,0.0001290718,0.0001284108,0.0004207883,0.003524744,0.0340178,0.9355665],"study_design_scores_gemma":[0.00005895549,0.0001235597,0.02025735,0.03798747,0.00089575,0.003821189,0.0007782842,0.0001225598,0.0002159768,0.004465367,0.9312112,0.00006238573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002382642,0.9975865,0.00004227737,0.001139922,0.0002741023,0.000002557506,0.00002476583,0.000003323965,0.0006883001],"genre_scores_gemma":[0.001259713,0.9974941,0.00007192302,0.0005867559,0.0003881133,0.00000291676,0.00002523517,7.313727e-7,0.0001704306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004853998,"threshold_uncertainty_score":0.01623821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325064395647026,"score_gpt":0.5662727026227091,"score_spread":0.2412083069756831,"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."}}