{"id":"W4414556048","doi":"10.2196/67761","title":"eHealth Applications Improve Glycemic Control in Patients With Diabetes: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Glycemic; Clinical trial; Control (management)","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":[0.002711717,0.001019362,0.003470265,0.0006338219,0.000598103,0.001107796,0.0008330002,0.002297644,0.008191372],"category_scores_gemma":[0.004168702,0.0006674328,0.002936117,0.0007927502,0.0008138345,0.000915893,0.0005855765,0.002174052,0.0005473394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838897,"about_ca_system_score_gemma":0.001340274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735794,"about_ca_topic_score_gemma":0.002875353,"domain_scores_codex":[0.9982715,0.0009322921,0.0002276005,0.0002345125,0.0001596277,0.0001745378],"domain_scores_gemma":[0.9984168,0.0006759766,0.000425488,0.00009159924,0.0001222136,0.00026788],"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":[0.9685222,0.01018433,0.001186736,0.002745833,0.002714797,0.00003408792,0.00004698717,0.0001169381,0.0003368178,0.00007009893,0.000511892,0.01352932],"study_design_scores_gemma":[0.9720531,0.02402048,0.001900796,0.0001595309,0.001319701,0.00001020334,0.00001892767,0.000125146,0.00008755825,0.00004710345,0.0002503559,0.000007083001],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955256,0.02044341,0.0009809858,0.001229546,0.00174951,0.01598933,0.001450811,0.0001431923,0.002757316],"genre_scores_gemma":[0.9608298,0.009514133,0.002798688,0.001615604,0.001222796,0.02041412,0.0007429182,0.00001390075,0.002848042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008191372,"threshold_uncertainty_score":0.02740288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328865377787139,"score_gpt":0.4595493963245217,"score_spread":0.4362607425466504,"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."}}