{"id":"W3176130873","doi":"10.31083/j.ceog.2021.03.2413","title":"Gestational weight gain and long-term postpartum weight retention","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Weight gain; Medicine; Pregnancy; Obstetrics; Scopus; Obesity; Weight loss; Gestational age; Weight change; MEDLINE; Body weight; 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":[0.002664073,0.0005010997,0.001709167,0.001766458,0.0002159908,0.001462958,0.0006379271,0.0008487785,0.001906002],"category_scores_gemma":[0.01335664,0.0002567461,0.00229205,0.003352913,0.0005737785,0.0008515501,0.0006466712,0.000714044,0.0001120637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008668,"about_ca_system_score_gemma":0.001915657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004534231,"about_ca_topic_score_gemma":0.005221342,"domain_scores_codex":[0.998143,0.0007406325,0.0004881124,0.000192476,0.0003543637,0.00008146503],"domain_scores_gemma":[0.9887313,0.007855265,0.002857044,0.0001076953,0.0003619682,0.00008670922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002328455,0.0001790979,0.06758001,0.5723528,0.02329841,0.001134046,0.001004998,0.0006287464,0.0008146114,0.002371364,0.003882195,0.3244254],"study_design_scores_gemma":[0.000681997,0.001860791,0.2613325,0.5676265,0.09380008,0.006889728,0.001758618,0.0007262895,0.001199855,0.004462222,0.05950251,0.0001588953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005008518,0.994009,0.00006918175,0.0003985397,0.00008632319,0.00001739187,0.00007588128,0.000001777106,0.0003334071],"genre_scores_gemma":[0.05977073,0.939099,0.0003208049,0.0003775646,0.0001722999,0.0000545096,0.00008836677,0.000001461018,0.0001152141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004534231,"threshold_uncertainty_score":0.01408917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408555741675735,"score_gpt":0.3619531185855145,"score_spread":0.3178675611687572,"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."}}