{"id":"W2108552124","doi":"10.1079/phn2002362","title":"Calibration of the dietary questionnaire for the Canadian Study of Diet, Lifestyle and Health cohort","year":2003,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Toronto; University of Alberta; Toronto Public Health","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Medicine; Food frequency questionnaire; Nutritional epidemiology; Cohort; Epidemiology; Cohort study; Demography; Saturated fat; Environmental health; Gerontology; Internal medicine","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":[0.00995114,0.0006047008,0.0006515566,0.001757671,0.001890732,0.0007271878,0.001566316,0.0004641431,0.003397468],"category_scores_gemma":[0.01745733,0.0003894824,0.001063255,0.003628615,0.0005351081,0.0003188167,0.001085385,0.0009190058,0.0008546974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009472824,"about_ca_system_score_gemma":0.0185531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7950069,"about_ca_topic_score_gemma":0.8261797,"domain_scores_codex":[0.990862,0.001966701,0.0004626242,0.0008551352,0.00534406,0.0005093396],"domain_scores_gemma":[0.9912305,0.0006045979,0.0008869587,0.0007203346,0.006195804,0.0003618498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008072297,0.0003024301,0.7722607,0.0007998436,0.0008926602,0.0001377519,0.001037448,0.002218059,0.002327032,0.001932259,0.09062159,0.1266631],"study_design_scores_gemma":[0.00007567992,0.0000756232,0.9799364,0.00007704439,0.00006359828,0.00005410277,0.00009394943,0.0004798016,0.0001669459,0.0001493039,0.01879945,0.00002827976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5823615,0.007546115,0.06641848,0.004037937,0.00143542,0.02444115,0.2453821,0.001276291,0.06710113],"genre_scores_gemma":[0.7674871,0.002953093,0.0662038,0.001680919,0.0001690409,0.01693798,0.1241181,0.0002365118,0.02021345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049931,"threshold_uncertainty_score":0.4124007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874787422261882,"score_gpt":0.3299588284960765,"score_spread":0.2712109542734576,"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."}}