{"id":"W4378191580","doi":"10.2196/41099","title":"The Effectiveness of a Traditional Chinese Medicine–Based Mobile Health App for Individuals With Prediabetes: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Prediabetes; Randomized controlled trial; Physical therapy; Traditional Chinese medicine; Gerontology; Alternative medicine; Nursing; Psychological intervention; Type 2 diabetes; Diabetes mellitus; 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":[0.004539761,0.001720237,0.004552959,0.0009682397,0.001260099,0.001666205,0.001430704,0.004083642,0.01411538],"category_scores_gemma":[0.008163956,0.001143207,0.004846658,0.0008423233,0.001377729,0.002077458,0.0009620493,0.00357462,0.001015188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450416,"about_ca_system_score_gemma":0.00267777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408379,"about_ca_topic_score_gemma":0.003950042,"domain_scores_codex":[0.9971413,0.001362938,0.0004207696,0.0004817401,0.0002634589,0.0003298331],"domain_scores_gemma":[0.9963063,0.001671888,0.0008514003,0.0001891963,0.0003089279,0.0006722973],"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":[0.9566673,0.01741182,0.000638819,0.005422533,0.003086865,0.00005756259,0.0001175351,0.0001158442,0.0004350246,0.0001025329,0.0007833594,0.01516079],"study_design_scores_gemma":[0.9596797,0.03636294,0.00101881,0.0002929967,0.001833263,0.00001018675,0.00004368414,0.0001786108,0.0001081731,0.00008446307,0.0003730291,0.00001409767],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122329,0.01698119,0.001441997,0.002410924,0.003355958,0.0564381,0.002073072,0.0003020967,0.004763857],"genre_scores_gemma":[0.9025915,0.007511237,0.004474386,0.00299234,0.001694147,0.0763928,0.000882405,0.00003139881,0.00342978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411538,"threshold_uncertainty_score":0.04722071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230648537692353,"score_gpt":0.4448121837662568,"score_spread":0.3925056983893332,"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."}}