{"id":"W1593346363","doi":"10.1007/bf03405605","title":"Vegetable and Fruit Food Frequency Questionnaire Serves as a Proxy for Quantified Intake","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Department of National Defence; McGill University; HalTech; McGill Genome Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; York University","keywords":"Food frequency questionnaire; Medicine; Environmental health; Proxy (statistics); Portion size; Serving size; Food group; Food intake; Food science; Statistics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001512737,0.000730979,0.0006858341,0.002063479,0.000991879,0.0008829134,0.0007957872,0.0006776132,0.007776764],"category_scores_gemma":[0.004090345,0.0005169752,0.0006856021,0.00257648,0.0004323159,0.0004193162,0.0006449278,0.0007493314,0.00213035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168857,"about_ca_system_score_gemma":0.0007648512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831471,"about_ca_topic_score_gemma":0.06416489,"domain_scores_codex":[0.9979228,0.0006540521,0.0002634997,0.0002631855,0.0007550275,0.0001414171],"domain_scores_gemma":[0.9972223,0.000707773,0.0006018374,0.0003573619,0.0009186118,0.000192084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592923,0.001432978,0.8681788,0.0009961727,0.0008422163,0.0004554921,0.002065892,0.0005381295,0.01653206,0.001552317,0.01955405,0.08625908],"study_design_scores_gemma":[0.0001171346,0.0008432864,0.9664176,0.00007296565,0.0001859389,0.0005774416,0.0006501552,0.0006859552,0.004684284,0.000362573,0.02533556,0.00006713856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681089,0.001284702,0.01324275,0.0007845765,0.0002988398,0.002288771,0.07795381,0.0006244811,0.03541311],"genre_scores_gemma":[0.8724353,0.001153284,0.03761999,0.0008218723,0.00009396129,0.00360944,0.03832341,0.0001399047,0.04580285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831471,"threshold_uncertainty_score":0.05629981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05405795215964496,"score_gpt":0.2989024840222823,"score_spread":0.2448445318626374,"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."}}