{"id":"W2184097711","doi":"10.1016/s1701-2163(16)35316-6","title":"Gestational Weight Gain and Early Postpartum Weight Retention in a Prospective Cohort of Alberta Women","year":2012,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Health Canada; Alberta Innovates - Health Solutions","keywords":"Medicine; Weight gain; Pregnancy; Obstetrics; Prospective cohort study; Overweight; Body mass index; Gestation; Gynecology; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004093373,0.0000722261,0.000250666,0.0003222133,0.00003132987,0.000006739837,0.00003765766,0.00004625489,0.0001213429],"category_scores_gemma":[0.001873028,0.00005981089,0.00002106641,0.0002359271,0.00005445626,0.0001239966,0.00002795999,0.0001769335,2.491561e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804547,"about_ca_system_score_gemma":0.0005519254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00917831,"about_ca_topic_score_gemma":0.006811225,"domain_scores_codex":[0.9989262,0.00004969893,0.0003300839,0.00008267761,0.0003546726,0.0002567062],"domain_scores_gemma":[0.9982877,0.0009196528,0.0001985508,0.0000485218,0.0002965145,0.0002490655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002347722,0.0001017772,0.9939039,0.0000798335,0.0001264212,0.0001118758,0.0003558124,0.000002882978,0.00002498209,0.001029789,0.0005124944,0.003726763],"study_design_scores_gemma":[0.001684459,0.0004737542,0.995249,0.00001097272,0.00003563554,0.00001703169,0.0002851332,0.00003894272,0.00002745387,0.000409872,0.00171708,0.00005063502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953449,0.001882405,0.000007781524,0.0005726875,0.0006684397,0.0002190365,0.000006735875,6.00117e-7,0.001297452],"genre_scores_gemma":[0.9987254,0.000339423,0.0002535815,0.0001038662,0.00001846926,0.00001006625,0.000005266268,0.000005521478,0.0005384414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003676128,"threshold_uncertainty_score":0.9974197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00767729183884557,"score_gpt":0.2285921143784736,"score_spread":0.220914822539628,"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."}}