{"id":"W4390030053","doi":"10.2196/49302","title":"Short-Term Effect of a Health Promotion Intervention Based on the Electronic 12-Hour Dietary Recall (e-12HR) Smartphone App on Adherence to the Mediterranean Diet Among Spanish Primary Care Professionals: Randomized Controlled Clinical Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; eHealth; Intervention (counseling); Medicine; mHealth; Health promotion; Preprint; Smartphone application; Primary care; Promotion (chess); Smartphone app; Gerontology; Clinical trial; Family medicine; Physical therapy; Health care; Nursing; Psychological intervention; Public health; Computer science; Internet privacy; Multimedia; Surgery; World Wide Web","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":[0.002645343,0.001913064,0.005892185,0.0005872082,0.0007208291,0.001152205,0.001180898,0.003456891,0.009323903],"category_scores_gemma":[0.003451292,0.0009334952,0.003238769,0.0004866565,0.001336965,0.001156639,0.0007105695,0.002578075,0.001078271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850144,"about_ca_system_score_gemma":0.001532551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749415,"about_ca_topic_score_gemma":0.002951471,"domain_scores_codex":[0.9983144,0.0006749686,0.000201113,0.0004111076,0.0001691472,0.0002293522],"domain_scores_gemma":[0.9981091,0.0006105855,0.0004243506,0.0001640251,0.0002331089,0.0004588955],"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":[0.969059,0.01819359,0.0003128423,0.001719244,0.001653239,0.00002267203,0.00004426641,0.00008932558,0.0007423115,0.00003256569,0.000280106,0.007850769],"study_design_scores_gemma":[0.921349,0.07511444,0.001520505,0.00009426566,0.001254426,0.000008169742,0.00002312632,0.0001558539,0.000166248,0.00005280799,0.0002500548,0.00001113889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547479,0.009219124,0.001193181,0.0008175464,0.002381951,0.02787801,0.001342341,0.0002091679,0.002210738],"genre_scores_gemma":[0.9293231,0.004826474,0.004771192,0.001602711,0.001559687,0.05313559,0.001020419,0.00003000296,0.003730869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009323903,"threshold_uncertainty_score":0.03119153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304812748039083,"score_gpt":0.491566636656208,"score_spread":0.3610853618522997,"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."}}