{"id":"W2123116809","doi":"10.1111/j.1365-277x.2012.01240.x","title":"Development, reproducibility and validity of the food frequency questionnaire in the Poland arm of the Prospective Urban and Rural Epidemiological (PURE) study","year":2012,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"McMaster University; U.S. Department of Agriculture","keywords":"Medicine; Reproducibility; Epidemiology; Food frequency questionnaire; Environmental health; Gerontology; Statistics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02925785,0.0005980323,0.0006641495,0.001438941,0.0004491812,0.001093878,0.0007861156,0.0005706906,0.0004587531],"category_scores_gemma":[0.02782897,0.0007967808,0.0009704774,0.001258347,0.0005682181,0.0005335161,0.001568598,0.0005436404,0.0002103082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423159,"about_ca_system_score_gemma":0.000972315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763181,"about_ca_topic_score_gemma":0.001775571,"domain_scores_codex":[0.9868977,0.006832735,0.001892925,0.001759614,0.002267398,0.0003495415],"domain_scores_gemma":[0.9870069,0.003735631,0.002848954,0.00258309,0.003502486,0.0003229377],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094517,0.0002137866,0.9780374,0.0001712088,0.0006658138,0.00006864957,0.0007662961,0.0003787583,0.001098396,0.0001541155,0.000376979,0.01697406],"study_design_scores_gemma":[0.0001072674,0.0003701451,0.997511,0.00002656453,0.0001474016,0.00008205676,0.0001389423,0.0006167118,0.0002211083,0.00006091866,0.000708145,0.000009765799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901028,0.0004037768,0.006401118,0.00004856782,0.00003135562,0.00110279,0.0006542999,0.00002322496,0.001231975],"genre_scores_gemma":[0.9880095,0.0001527333,0.008693886,0.0000443416,0.00002583676,0.001540724,0.001201896,0.0000198202,0.000311278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9707422,"threshold_uncertainty_score":0.1547322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065967749050944,"score_gpt":0.3314067435188091,"score_spread":0.2607470660282997,"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."}}