{"id":"W3119412888","doi":"10.1111/jog.14633","title":"Modifiable predictors to maternal visceral adipose tissue during pregnancy: A clinical, demographic, and nutritional study","year":2021,"lang":"en","type":"article","venue":"Journal of obstetrics and gynaecology research","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Quartile; Obstetrics; Body mass index; Obesity; Adipose tissue; Gestational age; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544352,0.0003281535,0.0003031826,0.0006253532,0.0004341158,0.0004347722,0.0003311069,0.0005421842,0.001432632],"category_scores_gemma":[0.002561004,0.0003311722,0.0004889179,0.00103993,0.0003083963,0.0004162159,0.0003979004,0.0006336895,0.0001929871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858625,"about_ca_system_score_gemma":0.0004636079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515078,"about_ca_topic_score_gemma":0.003003373,"domain_scores_codex":[0.9995209,0.0001373365,0.0000569696,0.000121922,0.00008476466,0.00007822407],"domain_scores_gemma":[0.9987473,0.000285819,0.0006070604,0.00009799912,0.00007236546,0.0001893873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008264901,0.00002222922,0.9992858,0.000004463631,0.00002496075,0.00005256131,0.0000229622,0.00001410926,0.00008104394,0.000006813434,0.00001075628,0.00039173],"study_design_scores_gemma":[0.000003214253,0.0001188995,0.9994082,0.000004000668,0.00001791659,0.0002221934,0.00006764894,0.00006907371,0.00002726805,0.00001409076,0.00004551942,0.000001979192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992142,0.0002552726,0.00007391776,0.00002561431,0.000003837109,0.000009805188,0.0001902466,0.000001601456,0.000225434],"genre_scores_gemma":[0.9994855,0.0001183839,0.00009307036,0.00001305279,0.000008368595,0.00001512702,0.0001837546,0.000001223005,0.00008164395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002515078,"threshold_uncertainty_score":0.005000889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371910049174442,"score_gpt":0.3977291059965192,"score_spread":0.3340100055047748,"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."}}