{"id":"W2896265459","doi":"10.2196/10956","title":"A Patient-Centered Mobile Health System That Supports Asthma Self-Management (breathe): Design, Development, and Utilization","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; St. Michael's Hospital; Kingston Health Sciences Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; Canadian Lung Association; Kingston General Hospital; SickKids Foundation; University Health Network; Hôtel-Dieu Grace Healthcare; Western University; University of Toronto; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Asthma; mHealth; Self-management; Asthma management; Medicine; Intensive care medicine; Computer science; Psychological intervention; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002548141,0.0005762354,0.0009094204,0.0004942672,0.004956631,0.00004165844,0.0002147562,0.0003806076,0.000100835],"category_scores_gemma":[0.00001955078,0.0005354518,0.00005047528,0.0006417717,0.000169874,0.0002467117,0.0002446545,0.0006917682,0.0002204204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178451,"about_ca_system_score_gemma":0.00303729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003342027,"about_ca_topic_score_gemma":0.0002901211,"domain_scores_codex":[0.9922459,0.001297005,0.002104954,0.001283378,0.0005983763,0.002470365],"domain_scores_gemma":[0.9944208,0.0003036747,0.001410016,0.0007900171,0.0003022832,0.002773264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008172138,0.0007802111,0.02412427,0.0364522,0.00007507989,0.00001594973,0.03690433,9.066478e-7,0.000003177047,0.01533888,0.03293026,0.8525575],"study_design_scores_gemma":[0.003808997,0.002252905,0.05064709,0.001345899,0.00005218456,0.0000733663,0.0125896,0.000698131,0.00002184673,0.000202323,0.927726,0.0005816784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554091,0.01451,0.02950803,0.006234969,0.003744378,0.07698017,0.000336034,0.003498336,0.009778928],"genre_scores_gemma":[0.9405558,0.007358608,0.01613553,0.008857891,0.0004602255,0.02590898,0.0002256237,0.0001221552,0.0003752077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8947957,"threshold_uncertainty_score":0.9997097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09178501829826315,"score_gpt":0.416643074244042,"score_spread":0.3248580559457789,"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."}}