{"id":"W2907204064","doi":"10.2196/12140","title":"Electronic Health Lifestyle Coaching Among Diabetes Patients in a Real-Life Municipality Setting: Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden; Syddansk Universitet","keywords":"Observational study; Coaching; Health coaching; Diabetes mellitus; Gerontology; Medicine; Family medicine; Psychology; Internal medicine; Psychotherapist","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":[0.001393723,0.0005038672,0.0007655246,0.0009947058,0.002084191,0.001227686,0.0005857973,0.0009730426,0.001428311],"category_scores_gemma":[0.003503669,0.0007278915,0.0008391365,0.001813044,0.0007876813,0.0008304181,0.001210913,0.001044576,0.0003899033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577281,"about_ca_system_score_gemma":0.00167401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02439539,"about_ca_topic_score_gemma":0.03850311,"domain_scores_codex":[0.9982369,0.0007176777,0.0001984159,0.0003274734,0.000237908,0.0002816613],"domain_scores_gemma":[0.996343,0.0005577595,0.001497204,0.0003430333,0.0003877381,0.0008711673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004990805,0.002700859,0.9912183,0.000101765,0.0001244439,0.0002886553,0.002178975,0.00006132875,0.0003287562,0.00001384206,0.0002063952,0.002277503],"study_design_scores_gemma":[0.0001944064,0.002749962,0.9899744,0.00003978575,0.0001117067,0.0003407327,0.005546866,0.0002144522,0.0001210864,0.0000170894,0.000659829,0.00002958454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995698,0.00006377667,0.00005215884,0.00001599064,0.000001834061,0.00006813691,0.0001307114,0.000001754184,0.00009576807],"genre_scores_gemma":[0.9989576,0.0001134677,0.0002414283,0.00006321001,0.00001017719,0.0001584506,0.0003256599,0.000002393106,0.0001276115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439539,"threshold_uncertainty_score":0.04850674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07258331099773388,"score_gpt":0.4376968793211902,"score_spread":0.3651135683234563,"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."}}