{"id":"W2969548807","doi":"10.2196/14380","title":"An Interactive Mobile Phone App (SMART 5-A-DAY) for Increasing Knowledge of and Adherence to Fruit and Vegetable Recommendations: Development and Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile phone; Randomized controlled trial; mHealth; Mobile apps; Smartphone app; Smart phone; Smartphone application; Multimedia; Medicine; Computer science; Internet privacy; World Wide Web; Psychological intervention; Telecommunications; Nursing","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":[0.008892297,0.001735958,0.003283951,0.0008938398,0.001015672,0.00151134,0.001707475,0.003250027,0.01295819],"category_scores_gemma":[0.01345728,0.001162441,0.002580741,0.0008095665,0.00173726,0.001757248,0.001139618,0.002482327,0.001555924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009995545,"about_ca_system_score_gemma":0.003237849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696137,"about_ca_topic_score_gemma":0.002649382,"domain_scores_codex":[0.995406,0.00277044,0.0004317737,0.0004918487,0.0004763087,0.0004235874],"domain_scores_gemma":[0.9939428,0.003359969,0.0008554274,0.0004736439,0.0007935401,0.0005746403],"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":[0.8778737,0.05795112,0.001060219,0.009243608,0.001824854,0.0001883912,0.0007673685,0.0004871137,0.002606877,0.0005185283,0.002100004,0.04537828],"study_design_scores_gemma":[0.7943821,0.199005,0.002208936,0.0003838575,0.0007684797,0.00003320781,0.0001631421,0.0003931853,0.0004847203,0.0002357391,0.00191347,0.00002818229],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4870735,0.003005153,0.005686589,0.0008131811,0.001472553,0.4943118,0.00241255,0.0005146117,0.004710015],"genre_scores_gemma":[0.3824175,0.001885589,0.02722718,0.001010194,0.0004433536,0.5822815,0.0005652499,0.00004823582,0.004121134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01295819,"threshold_uncertainty_score":0.04702753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07266769851803359,"score_gpt":0.4638603866913926,"score_spread":0.3911926881733589,"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."}}