{"id":"W2934896681","doi":"10.2196/12965","title":"A Mobile Lifestyle Management Program (GlycoLeap) for People With Type 2 Diabetes: Single-Arm Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Coaching; Glycated hemoglobin; mHealth; Mobile phone; Health coaching; Type 2 Diabetes Mellitus; Type 2 diabetes; Self-management; Physical therapy; Health care; Gerontology; Intervention (counseling); Family medicine; Nursing; Diabetes mellitus; Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002297985,0.0005000007,0.00105731,0.000266242,0.001791441,0.00003436202,0.000330665,0.0003058847,0.0002194137],"category_scores_gemma":[0.00005277777,0.000414055,0.00007546567,0.00100565,0.00008465457,0.0001727673,0.0001581091,0.0008929521,0.0002789764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343611,"about_ca_system_score_gemma":0.001533074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002007404,"about_ca_topic_score_gemma":0.001088291,"domain_scores_codex":[0.9935811,0.0006275814,0.001479928,0.001368196,0.0005237322,0.002419455],"domain_scores_gemma":[0.9951198,0.0006133156,0.0007639843,0.001269579,0.0004708481,0.001762451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002336113,0.01081107,0.8388263,0.03223703,0.00006879806,0.000002145854,0.005315271,0.00000966225,0.000005943997,0.002230068,0.009602737,0.09855483],"study_design_scores_gemma":[0.01229261,0.0413864,0.5615525,0.0005215515,0.0002368182,0.000003088812,0.01380753,0.0005711644,0.000001695544,0.0004684092,0.368454,0.0007042755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136267,0.0008180891,0.00006433606,0.0008740498,0.0007373859,0.07960225,0.00008589115,0.0005450847,0.003646215],"genre_scores_gemma":[0.8933411,0.0005375927,0.003274453,0.00386357,0.000347585,0.09641969,0.0001745805,0.0001109746,0.001930469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588513,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458502170690371,"score_gpt":0.4481635215494236,"score_spread":0.3835784998425198,"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."}}