{"id":"W2343495206","doi":"10.4178/epih.e2016014","title":"A suggestion for quality assessment in systematic reviews of observational studies in nutritional epidemiology","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jeju National University","keywords":"Observational study; Medicine; Subgroup analysis; Meta-analysis; Cohort study; Equivalence (formal languages); Epidemiology; Quality Score; Statistics; Cohort; Internal medicine; Mathematics; Operations management","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6058787,0.006040968,0.01188197,0.03324251,0.005916712,0.01516954,0.01532002,0.03893426,0.006890577],"category_scores_gemma":[0.806466,0.006787611,0.02645676,0.02852115,0.02117082,0.02306604,0.01200473,0.03703349,0.005779397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209012,"about_ca_system_score_gemma":0.04164989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004794696,"about_ca_topic_score_gemma":0.006316121,"domain_scores_codex":[0.2654765,0.5296022,0.1339429,0.01599484,0.05193878,0.003044756],"domain_scores_gemma":[0.07928012,0.6806283,0.05091675,0.03490116,0.1483179,0.005955709],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005528474,0.0008226259,0.01218982,0.1481393,0.01623495,0.001861284,0.01105077,0.002542149,0.00255121,0.07223362,0.4711798,0.255666],"study_design_scores_gemma":[0.02319712,0.002804128,0.02014973,0.2064164,0.02921408,0.004032933,0.004024661,0.017844,0.003739637,0.3061372,0.3798681,0.002572012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001877102,0.05479148,0.1650541,0.7153876,0.04239877,0.01283478,0.001503029,0.001940188,0.00421282],"genre_scores_gemma":[0.02323792,0.0107407,0.733414,0.1914916,0.0165028,0.02248455,0.0005186916,0.0004261187,0.001183589],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3941213,"threshold_uncertainty_score":0.4860218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9841354879680473,"score_gpt":0.7448717149373107,"score_spread":0.2392637730307365,"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."}}