{"id":"W2909295672","doi":"10.1093/jn/nxy252","title":"Is the National Cancer Institute's Automated Self-Administered 24-Hour Dietary Assessment Tool Valid for Low-Income Participants?","year":2018,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Cancer Institute","keywords":"Low income; Medicine; Cancer; Gerontology; Psychology; Internal medicine; Socioeconomics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01081941,0.0003681131,0.0009707211,0.001312001,0.0007290089,0.001824258,0.001507946,0.001504153,0.001862229],"category_scores_gemma":[0.0417609,0.0004064859,0.0008336898,0.002034718,0.0005685597,0.001483485,0.0007878138,0.0008914452,0.001019383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006051997,"about_ca_system_score_gemma":0.001233413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008060085,"about_ca_topic_score_gemma":0.01698686,"domain_scores_codex":[0.9943434,0.002072588,0.0007189166,0.0006429664,0.001850689,0.0003714815],"domain_scores_gemma":[0.9805266,0.007446104,0.004636244,0.001500915,0.005455682,0.0004345656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792683,0.0002307432,0.9629475,0.0001368518,0.0002776216,0.00002765117,0.000217217,0.00008377241,0.0003348785,0.0001848964,0.003687278,0.03159226],"study_design_scores_gemma":[0.00006282754,0.0002554504,0.9925963,0.0001888955,0.0001725904,0.0001354962,0.0005600213,0.0007728617,0.0005211802,0.0003393871,0.004364585,0.00003043858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656365,0.002213973,0.004291009,0.006364879,0.0007595883,0.0004506815,0.006884445,0.000128006,0.01327083],"genre_scores_gemma":[0.9847069,0.000894242,0.006881849,0.001811958,0.0002214771,0.0006268391,0.003184445,0.00003420844,0.001638049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081941,"threshold_uncertainty_score":0.05721915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09786088743833811,"score_gpt":0.4135389577177173,"score_spread":0.3156780702793792,"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."}}