{"id":"W4410272652","doi":"10.1164/ajrccm.2025.211.abstracts.a4042","title":"My Lung Health Coach Companion App: Development and Co-design of an Electronic Patient Record-integrated Companion App for a Virtual Chronic Obstructive Pulmonary Disease Education and Self-management Support Program","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Self-management; Electronic health record; Disease; Physical therapy; Health care; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003611579,0.0006411505,0.0003571517,0.0006693929,0.0005930835,0.001460303,0.001361275,0.0008399552,0.005073708],"category_scores_gemma":[0.008713526,0.0003572345,0.0006135391,0.0001861922,0.0004253337,0.001142321,0.001293887,0.0007216357,0.001117727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011484,"about_ca_system_score_gemma":0.001487123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006912131,"about_ca_topic_score_gemma":0.001767511,"domain_scores_codex":[0.9980583,0.0009941376,0.000189336,0.0002624217,0.0003432051,0.0001526069],"domain_scores_gemma":[0.9966131,0.002047705,0.0001508854,0.0002202626,0.0006348686,0.0003331488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003112288,0.005362991,0.02460402,0.008569124,0.0002436351,0.003999126,0.01998945,0.004042155,0.06155363,0.003686058,0.03955022,0.8252873],"study_design_scores_gemma":[0.003986239,0.03393045,0.1206222,0.007860232,0.001843591,0.01362712,0.02294784,0.1067856,0.1105806,0.008498119,0.5681445,0.001173643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6356767,0.00122901,0.2963686,0.002633587,0.0006238064,0.03116712,0.002027142,0.009846248,0.02042769],"genre_scores_gemma":[0.4241724,0.0007156445,0.5437438,0.001214657,0.00009831646,0.01663674,0.001104022,0.0006238468,0.01169052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005073708,"threshold_uncertainty_score":0.01910007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793055268834321,"score_gpt":0.3997249984029292,"score_spread":0.381794445714586,"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."}}