{"id":"W2799639077","doi":"10.2196/10409","title":"Electronic 12-Hour Dietary Recall (e-12HR): Comparison of a Mobile Phone App for Dietary Intake Assessment With a Food Frequency Questionnaire and Four Dietary Records","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile phone; Medicine; Environmental health; Recall; Food frequency questionnaire; Gerontology; Psychology; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004713622,0.000568325,0.0006708263,0.001425872,0.0002085432,0.0007127839,0.0005942446,0.0008764793,0.002275192],"category_scores_gemma":[0.009704154,0.0004102613,0.0005636734,0.0007421414,0.0001525006,0.0008878037,0.0006294202,0.0002746971,0.000641554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663599,"about_ca_system_score_gemma":0.0002365407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116348,"about_ca_topic_score_gemma":0.002451932,"domain_scores_codex":[0.995087,0.002502398,0.0003974096,0.0006452074,0.001263402,0.0001045594],"domain_scores_gemma":[0.9915476,0.005057075,0.001503817,0.0005165206,0.001195464,0.0001795144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0174741,0.002527894,0.5750648,0.001141551,0.001344724,0.0001774834,0.001004832,0.0003841483,0.009465368,0.0001338727,0.001883169,0.389398],"study_design_scores_gemma":[0.001003491,0.01412657,0.9711471,0.0002217813,0.0008806832,0.001348902,0.0007374689,0.003841908,0.003540524,0.00006900347,0.002984087,0.00009849681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893028,0.001446597,0.005368217,0.0001233689,0.0001250326,0.0005967225,0.0008647105,0.0002196719,0.00195283],"genre_scores_gemma":[0.9540623,0.001846662,0.037653,0.0003825048,0.0002092757,0.00108544,0.001392408,0.00003499171,0.003333534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004713622,"threshold_uncertainty_score":0.02492833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247544797993996,"score_gpt":0.3868098343809185,"score_spread":0.3243343864009785,"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."}}