{"id":"W4240322627","doi":"10.21203/rs.3.rs-332425/v1","title":"Automated Self-Administered 24-Hour Dietary Assessment Tool (ASA24) Recalls for Parent Proxy-Reporting of Children’s Intake (>4 Years Of Age): A Feasibility Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Public Health Ontario; University of Waterloo; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Medicine; Gerontology; Computer science","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":[0.01141494,0.0007718697,0.0004558561,0.001014919,0.000901323,0.001234813,0.001284464,0.000710858,0.0024426],"category_scores_gemma":[0.01751776,0.0006195377,0.00103024,0.001029048,0.0006466577,0.0007761606,0.001015969,0.0006682876,0.000918509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002252609,"about_ca_system_score_gemma":0.00581911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1371916,"about_ca_topic_score_gemma":0.1906173,"domain_scores_codex":[0.9874645,0.006278079,0.0008279473,0.0009227937,0.003798825,0.0007079547],"domain_scores_gemma":[0.9851925,0.00303728,0.003452055,0.001572366,0.005956693,0.0007891922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001802008,0.001873876,0.9528687,0.0002998232,0.000179126,0.0001649892,0.001855796,0.000430706,0.00149969,0.0001411217,0.00218468,0.03669934],"study_design_scores_gemma":[0.0004685305,0.003756577,0.9886416,0.0001355391,0.00009970474,0.0002242373,0.001530041,0.001551257,0.0008189613,0.00004880888,0.002685488,0.00003933977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838803,0.000282918,0.00440479,0.000185859,0.00003563575,0.004787633,0.00336047,0.000083341,0.002979023],"genre_scores_gemma":[0.9693377,0.0003449998,0.01780438,0.0002279411,0.00005474668,0.007872763,0.00317371,0.00002581504,0.001157923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371916,"threshold_uncertainty_score":0.2727861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029355231392762,"score_gpt":0.4867664658861559,"score_spread":0.2838309427468797,"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."}}