{"id":"W4382769785","doi":"10.26911/jepublichealth.2023.08.02.01","title":"Effects of Physical Activity, Fruit and Vegetables Intake, and Alcohol Consumption on Overweight or Obesity: Meta-Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Epidemiology and Public Health","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Meta-analysis; Obesity; Physical activity; Environmental health; Alcohol consumption; Food science; Consumption (sociology); Alcohol; Medicine; Physical therapy; Biology; Endocrinology; Internal medicine; Sociology; Social science; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01756069,0.004348528,0.02243024,0.008649222,0.0009156513,0.004344657,0.003247187,0.00301265,0.003983906],"category_scores_gemma":[0.03140531,0.002247238,0.08539738,0.008017139,0.000803577,0.002365172,0.001957994,0.002685189,0.0003913799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003137925,"about_ca_system_score_gemma":0.00345822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007818892,"about_ca_topic_score_gemma":0.01380011,"domain_scores_codex":[0.9891745,0.005691249,0.002704221,0.001070151,0.001026986,0.0003329992],"domain_scores_gemma":[0.982569,0.01300012,0.002284651,0.0007185683,0.00116624,0.0002613881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002412936,0.00003279425,0.002705681,0.0872143,0.9035738,0.00008417005,0.0000428775,0.0006687067,0.0001557332,0.00005785761,0.0002222432,0.002829027],"study_design_scores_gemma":[0.0004355837,0.0001178714,0.001283496,0.003375806,0.9941112,0.00004344805,0.0000147065,0.0001618748,0.00006627508,0.00006482712,0.0003144807,0.00001040339],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01781658,0.977061,0.001940187,0.0003186294,0.0003306806,0.0007168861,0.001217032,0.0001210397,0.000477941],"genre_scores_gemma":[0.3805464,0.6039744,0.007581183,0.001140682,0.0004086852,0.003262796,0.002082225,0.0001018314,0.0009018112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02243024,"threshold_uncertainty_score":0.09287089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2626990611249493,"score_gpt":0.4402031071406314,"score_spread":0.1775040460156821,"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."}}