{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598899,0.00103191,0.002709273,0.000503927,0.0006011783,0.0009235638,0.0007798921,0.002040482,0.006766001],"category_scores_gemma":[0.003151937,0.0005890536,0.002942414,0.0004676455,0.0007541479,0.0007590178,0.0005799881,0.001929934,0.0004271641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008662893,"about_ca_system_score_gemma":0.001688113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003165907,"about_ca_topic_score_gemma":0.005522674,"domain_scores_codex":[0.9990119,0.0004628706,0.0001535203,0.0001502864,0.0001007413,0.0001206731],"domain_scores_gemma":[0.9986847,0.0003726773,0.0004001101,0.00007251691,0.0001642326,0.000305749],"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":[0.9487268,0.01315072,0.001742576,0.007140915,0.003794883,0.00005420197,0.0001129243,0.0001620538,0.0009245884,0.0000833035,0.0006284724,0.02347872],"study_design_scores_gemma":[0.9280938,0.06153132,0.005077211,0.0005937058,0.003270088,0.00002421615,0.00007382315,0.0003706117,0.0002874386,0.00006984631,0.0005898051,0.00001815102],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688451,0.01575496,0.0005611735,0.001053949,0.001059304,0.01023816,0.001095004,0.0001026483,0.001289629],"genre_scores_gemma":[0.9734191,0.00785179,0.002301061,0.001243354,0.0005717501,0.01265024,0.0005027156,0.0000100786,0.001450088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006766001,"threshold_uncertainty_score":0.02263451,"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."}}