{"id":"W3027186259","doi":"10.1371/journal.pmed.1003120","title":"Sugary drink warnings: A meta-analysis of experimental studies","year":2020,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; Robert Wood Johnson Foundation","keywords":"Meta-analysis; Medicine; MEDLINE; Environmental health; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004168715,0.0008374987,0.01736243,0.001044152,0.00005368478,0.000005893187,0.000317492,0.0002078127,0.003072255],"category_scores_gemma":[0.001700725,0.0004747891,0.004827896,0.001960494,0.000450823,0.00005723063,0.0001966462,0.0004862404,0.00008342729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337148,"about_ca_system_score_gemma":0.0003031278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070935,"about_ca_topic_score_gemma":0.000001528624,"domain_scores_codex":[0.9955544,0.0002966268,0.001695923,0.0008379593,0.001245627,0.0003694213],"domain_scores_gemma":[0.9966918,0.00053836,0.0009473469,0.0009145553,0.0002800951,0.0006278023],"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":[0.00008881933,0.0007822404,0.00001072533,0.02836215,0.9184138,0.0008214724,0.003931497,1.295549e-7,0.00002064459,0.00009030398,0.009823866,0.03765434],"study_design_scores_gemma":[0.000482018,0.0002502355,0.000003180425,0.001735061,0.5535221,0.00001171094,0.001048259,0.000006649091,0.00001103974,0.000003428972,0.4427398,0.0001865102],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003946645,0.9955024,0.000002566046,0.0006957586,0.0002246674,0.001134082,0.0001052688,0.0001086072,0.002187189],"genre_scores_gemma":[0.0003202821,0.9953853,0.0001037377,0.0009143817,0.0008509934,0.0003473864,0.0005610694,0.00009372638,0.001423111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.432916,"threshold_uncertainty_score":0.9997704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.427545786008181,"score_gpt":0.4752501139371725,"score_spread":0.04770432792899149,"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."}}