{"id":"W3119638915","doi":"10.1089/jwh.2020.8799","title":"Predictors of Gestational Weight Gain Examined As a Continuous Outcome: A Prospective Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Mount Sinai Hospital; Homewood Research Institute; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Weight gain; Pregnancy; Medicine; Gestation; Body mass index; Overweight; Obesity; Psychological intervention; Obstetrics; Psychology; Demography; Body weight; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002892782,0.0005492143,0.0004013735,0.001106524,0.0007086033,0.0008134824,0.0008580046,0.0004720087,0.001998905],"category_scores_gemma":[0.006138188,0.0004230713,0.0015802,0.002397396,0.0005339264,0.0004772668,0.0009996636,0.001339876,0.0002487361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006543,"about_ca_system_score_gemma":0.003318549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1090693,"about_ca_topic_score_gemma":0.09506036,"domain_scores_codex":[0.998395,0.0004974557,0.0001530274,0.0003524494,0.0003246553,0.0002773311],"domain_scores_gemma":[0.9942073,0.001484909,0.002084711,0.0007378458,0.0007906454,0.0006945471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007279101,0.00001255729,0.9994468,0.000006329752,0.00006436637,0.00001903777,0.0000244768,0.00004004848,0.00002449261,0.00001583737,0.00003934652,0.000233989],"study_design_scores_gemma":[0.00001194721,0.00009921742,0.9986791,0.0000135781,0.0001133666,0.00005571567,0.0001470499,0.0006920768,0.00003793027,0.00002744979,0.0001174842,0.000005040863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961367,0.0002764553,0.0005726845,0.00006684855,0.00001052315,0.00004548518,0.002439497,0.000009647996,0.0004421362],"genre_scores_gemma":[0.9975712,0.0001190326,0.0004464437,0.00001629554,0.000006610052,0.00006676369,0.001575428,0.000004875616,0.0001933397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090693,"threshold_uncertainty_score":0.216869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562847125404897,"score_gpt":0.3338478526586852,"score_spread":0.3182193814046362,"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."}}