{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562503,0.000140023,0.0003171406,0.0001202067,0.0001112922,0.00003738121,0.000050421,0.0001468734,0.0006314667],"category_scores_gemma":[0.001817434,0.0001260335,0.00009182207,0.0002055729,0.0003209422,0.00009580206,0.0002077598,0.0002353483,0.00005691425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005672581,"about_ca_system_score_gemma":0.0001037076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001640828,"about_ca_topic_score_gemma":0.000003052407,"domain_scores_codex":[0.9983495,0.0001540788,0.000453269,0.0004609629,0.0002706146,0.0003116003],"domain_scores_gemma":[0.9974727,0.001751712,0.00007384675,0.0001553377,0.0001701162,0.0003762593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808274,0.002005458,0.9359014,0.0002472312,0.000295259,0.001388879,0.0001332988,8.830486e-7,0.005193037,0.0112558,0.004893148,0.03840477],"study_design_scores_gemma":[0.003806342,0.001115313,0.9808596,0.00003456283,0.00006578772,0.0000676911,0.000171974,0.0002268883,0.003022232,0.0007396046,0.009726243,0.0001636965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855648,0.008538471,0.00008222472,0.002916701,0.000765542,0.0002917904,0.00001443175,0.00002572855,0.001800333],"genre_scores_gemma":[0.9888064,0.004172764,0.001156012,0.001836555,0.000130239,0.0000433788,0.0003917234,0.00001511892,0.003447779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04495825,"threshold_uncertainty_score":0.6914118,"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."}}