{"id":"W2090993671","doi":"10.2196/mhealth.3670","title":"A New Mobile Phone-Based Tool for Assessing Energy and Certain Food Intakes in Young Children: A Validation Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Linköpings Universitet; AFA Försäkring","keywords":"Childhood obesity; Wilcoxon signed-rank test; Meal; Environmental health; Obesity; Doubly labeled water; Mathematics; Medicine; Statistics; Food science; Physical activity; Physical therapy; Overweight; Biology","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":[0.005020485,0.0009130882,0.0008073847,0.001864706,0.0006893474,0.000736631,0.0005361049,0.0008790821,0.001682099],"category_scores_gemma":[0.006233125,0.0004938507,0.001327321,0.0008157433,0.0005495619,0.0007343073,0.0008932043,0.0007165949,0.0007496418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005482602,"about_ca_system_score_gemma":0.001243639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004189527,"about_ca_topic_score_gemma":0.005691765,"domain_scores_codex":[0.9978858,0.0007805951,0.0003320184,0.0003110814,0.0005080907,0.0001824285],"domain_scores_gemma":[0.9957923,0.001399039,0.0006583604,0.0003590485,0.00150573,0.0002855291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276634,0.002676263,0.9578795,0.0002731567,0.0001612253,0.0002559334,0.002036327,0.0002447137,0.003786233,0.00009091535,0.0003747952,0.03094435],"study_design_scores_gemma":[0.0002242364,0.006757399,0.9880974,0.00006580407,0.0001243225,0.0004989464,0.001249729,0.0005678043,0.0007687622,0.00003640273,0.00158597,0.00002315704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954208,0.0001575124,0.001592375,0.00002793514,0.00002505781,0.001034783,0.000898951,0.00002636621,0.0008163421],"genre_scores_gemma":[0.9772699,0.0004310058,0.01385153,0.0001088166,0.00003255934,0.00409157,0.002726319,0.00003448942,0.001453839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005020485,"threshold_uncertainty_score":0.02655119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05308169689888142,"score_gpt":0.374813865388875,"score_spread":0.3217321684899936,"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."}}