{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004328184,0.000359578,0.0007241038,0.000292961,0.001967071,0.00002354957,0.0004703655,0.0002598777,0.0001843329],"category_scores_gemma":[0.0009132611,0.0003548533,0.00007721713,0.0008965954,0.0001598685,0.0003007682,0.0002480545,0.001193852,0.0001977844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008874413,"about_ca_system_score_gemma":0.002475337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426785,"about_ca_topic_score_gemma":0.01438467,"domain_scores_codex":[0.9920093,0.002182109,0.001872802,0.0007992201,0.0005470824,0.002589497],"domain_scores_gemma":[0.9954724,0.001445372,0.0009369183,0.0008848213,0.0003924383,0.000868018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002075336,0.0009629495,0.9847445,0.0004124133,0.00002055873,1.022238e-7,0.003468494,0.000003074539,0.000006049295,0.00211521,0.006291125,0.00195476],"study_design_scores_gemma":[0.001954194,0.0007478508,0.98027,0.0002432891,0.00001025122,8.888154e-9,0.001431256,0.0009224227,0.000002737927,0.0005536334,0.01360919,0.0002552113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850548,0.000123999,0.000005193554,0.002168856,0.0003557611,0.01069099,0.00007730485,0.0002770823,0.001245992],"genre_scores_gemma":[0.968382,0.00008324718,0.0001104865,0.00832414,0.000609165,0.02189176,0.0003370455,0.00006886368,0.0001932776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166728,"threshold_uncertainty_score":0.9998903,"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."}}