{"id":"W4386885621","doi":"10.32920/24168456","title":"Automated Self-Administered 24-H Dietary Assessment Tool (ASA24) recalls for parent proxy-reporting of children's intake (> 4 years of age): a feasibility study","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; St. Michael's Hospital; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Proxy (statistics); Recall; Population; Demography; Pediatrics; Environmental health; Psychology; Statistics; Mathematics","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":[0.01942817,0.0009182886,0.0005846134,0.001217322,0.001281768,0.001387694,0.001831972,0.001102918,0.002890246],"category_scores_gemma":[0.02751822,0.001008934,0.001370144,0.0014497,0.0009065256,0.001356167,0.001598298,0.001170527,0.001172269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222262,"about_ca_system_score_gemma":0.009690956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1862715,"about_ca_topic_score_gemma":0.2602133,"domain_scores_codex":[0.980965,0.009576689,0.001344447,0.001488274,0.005479957,0.001145735],"domain_scores_gemma":[0.980723,0.004154277,0.00376324,0.002478977,0.007741472,0.001138976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002673746,0.003639089,0.9155958,0.0005922174,0.0003120103,0.0003425949,0.004593372,0.0006239311,0.001710451,0.0004185528,0.006348076,0.06315009],"study_design_scores_gemma":[0.0008264132,0.00535894,0.9814402,0.00024934,0.0001706247,0.0003127359,0.003140579,0.001834583,0.0006571471,0.0001157484,0.005812453,0.00008132451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653661,0.0004188616,0.008368229,0.0006107363,0.0001001082,0.01467465,0.005749672,0.0001062643,0.004605462],"genre_scores_gemma":[0.9343415,0.000557006,0.03224216,0.0007110803,0.0001169996,0.02494252,0.005305809,0.00005610939,0.001726837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862715,"threshold_uncertainty_score":0.3703746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119559977367149,"score_gpt":0.4012378032087001,"score_spread":0.2816778258415511,"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."}}