{"id":"W4404513355","doi":"10.2196/47837","title":"mHealth-Based Diabetes Prevention Program for Chinese Mothers With Abdominal Obesity: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Randomized controlled trial; Medicine; Diabetes mellitus; Abdominal obesity; Gerontology; Family medicine; Psychological intervention; Computer science; Metabolic syndrome; World Wide Web; Nursing; 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":[0.001622072,0.001153763,0.003439279,0.0006134936,0.0008030048,0.0007306976,0.0009678017,0.001974683,0.00680837],"category_scores_gemma":[0.002373135,0.0005987176,0.002238812,0.000628185,0.0007267919,0.0008299893,0.0005224942,0.001772279,0.0003707932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125437,"about_ca_system_score_gemma":0.002551678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903744,"about_ca_topic_score_gemma":0.006411787,"domain_scores_codex":[0.9992968,0.0002872346,0.00007767292,0.000135448,0.00008521456,0.0001176501],"domain_scores_gemma":[0.9992827,0.0001810599,0.0002108031,0.00004422253,0.00006589377,0.0002154076],"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":[0.9257538,0.02093055,0.002772965,0.006865751,0.003622057,0.00009023478,0.0001283996,0.0002313037,0.0009788156,0.000165905,0.001680442,0.03677988],"study_design_scores_gemma":[0.9719374,0.02192376,0.003631255,0.0002227744,0.001463376,0.00001324543,0.00003423103,0.0002502251,0.0001460113,0.00005228258,0.0003158819,0.000009620545],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567496,0.01698256,0.0008240278,0.001689369,0.001247293,0.0189921,0.00124196,0.000230769,0.002042371],"genre_scores_gemma":[0.953329,0.008064066,0.002969642,0.002417225,0.0008051491,0.02947582,0.0007548521,0.00001254807,0.002171617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00680837,"threshold_uncertainty_score":0.02277625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638920050983851,"score_gpt":0.456873615723843,"score_spread":0.4204844152140045,"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."}}