{"id":"W4319656331","doi":"10.2196/43160","title":"Effects of a Smartphone App on Fruit and Vegetable Consumption Among Saudi Adolescents: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Smartphone app; Smartphone application; Intervention (counseling); Significant difference; Environmental health; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002322044,0.0001887954,0.001107876,0.0003054275,0.0007032672,0.00001470167,0.00006767784,0.0002255342,0.00002397999],"category_scores_gemma":[0.001204386,0.0001524303,0.0001179212,0.0003726289,0.000081872,0.00005809991,0.00008155776,0.0004415044,0.00004907899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003029474,"about_ca_system_score_gemma":0.00017755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092538,"about_ca_topic_score_gemma":0.00002680907,"domain_scores_codex":[0.9969052,0.0007183676,0.001152371,0.0003404152,0.0002633045,0.0006203477],"domain_scores_gemma":[0.9939277,0.00456631,0.0008996763,0.000176883,0.0001123264,0.0003171226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5132688,0.0003943972,0.4496135,0.02221615,0.00006640475,0.000004606724,0.001638051,0.00000945806,0.00008785985,0.002094289,0.004881734,0.005724773],"study_design_scores_gemma":[0.844575,0.0001123004,0.1518653,0.0005464845,0.0001792397,2.143003e-7,0.00007706207,0.0009884919,0.000004687057,0.0002630877,0.001239217,0.0001488857],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767902,0.001454463,0.0001164634,0.0001286736,0.0009515095,0.02003236,0.00001311961,0.0001319443,0.0003812176],"genre_scores_gemma":[0.9670733,0.008489841,0.00003183808,0.0002085059,0.0007316228,0.02281773,0.00003663867,0.0000244531,0.0005860476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313062,"threshold_uncertainty_score":0.6215929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423563026639304,"score_gpt":0.3645096448354047,"score_spread":0.3402740145690117,"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."}}