{"id":"W3209054954","doi":"10.1186/s12889-021-12000-3","title":"Associations of overweight and gestational diabetes mellitus with free sugars from solid and liquid sources: cross-sectional and nested case-control analyses","year":2021,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Health Canada; McGill University","keywords":"Medicine; Biostatistics; Gestational diabetes; Cross-sectional study; Overweight; Diabetes mellitus; Public health; Nested case-control study; Environmental health; Epidemiology; Obesity; Obstetrics; Case-control study; Internal medicine; Pregnancy; Gestation; Endocrinology; Pathology","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":[0.0047156,0.0006433309,0.001025814,0.001208109,0.001007956,0.001078217,0.001396169,0.0009619875,0.001420475],"category_scores_gemma":[0.009584063,0.0009098459,0.003163425,0.001912539,0.0006948737,0.000426347,0.0007059426,0.0008519742,0.0001545976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009331,"about_ca_system_score_gemma":0.001036239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03585256,"about_ca_topic_score_gemma":0.04134676,"domain_scores_codex":[0.9956079,0.001443027,0.00052431,0.001570951,0.0005638151,0.0002900368],"domain_scores_gemma":[0.9932531,0.002163513,0.00187564,0.001407663,0.0008340518,0.0004660229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001668203,0.0001972633,0.9891636,0.0001497146,0.006122787,0.0001437792,0.0001970764,0.0002088981,0.0005771753,0.0001058084,0.0002614438,0.001204277],"study_design_scores_gemma":[0.0003413248,0.000574722,0.9899694,0.00006419719,0.005202306,0.0004650784,0.0002289889,0.00195225,0.0003088461,0.0001598222,0.0007027827,0.00003020218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9943383,0.001934888,0.001421072,0.00004910431,0.00003113108,0.0001396036,0.001796403,0.00001470155,0.0002747239],"genre_scores_gemma":[0.9957087,0.0003790233,0.001639216,0.0000591452,0.00002038074,0.0002209605,0.0017699,0.00000778511,0.0001947355],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03585256,"threshold_uncertainty_score":0.07128775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106982506772975,"score_gpt":0.40724977459686,"score_spread":0.2965515239195625,"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."}}