{"id":"W4365796650","doi":"10.1177/20552076231167007","title":"Features and characteristics of publicly available mHealth apps for self-management in chronic obstructive pulmonary disease","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; West Park Healthcare Centre","funders":"Reseau canadien de recherche respiratoire; Canadian Lung Association; National Sanitarium Association","keywords":"mHealth; App store; Internet privacy; Android (operating system); Pulmonary disease; Computer science; Smartphone app; World Wide Web; Medicine; Nursing; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009699347,0.0002284588,0.0005305042,0.0004146197,0.0006620935,0.00002097135,0.000194689,0.0001321603,0.00002663172],"category_scores_gemma":[0.0001303769,0.0002270147,0.00005638205,0.0008361794,0.00007218339,0.0002736665,0.0001643796,0.0004127135,0.0001382177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008554378,"about_ca_system_score_gemma":0.002939062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003245921,"about_ca_topic_score_gemma":0.0001798384,"domain_scores_codex":[0.9964746,0.00013508,0.001188825,0.0006171966,0.0002605014,0.001323828],"domain_scores_gemma":[0.9972195,0.000576237,0.0005571147,0.0004976263,0.0001512816,0.0009982625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007203741,0.0005471514,0.16045,0.05017987,0.00004166175,0.00001460465,0.001530458,0.000005958273,0.000002591409,0.1048386,0.05940324,0.6222655],"study_design_scores_gemma":[0.00122509,0.0001708347,0.7467381,0.0004124565,0.00001181569,0.000001852751,0.0009962035,0.0007132386,4.130221e-7,0.004669615,0.2448734,0.0001869667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134221,0.01290612,0.0005765315,0.03527064,0.002671278,0.065288,0.01237894,0.002186407,0.05529995],"genre_scores_gemma":[0.9710409,0.0083591,0.0005262766,0.001921648,0.0002768457,0.01212801,0.001668264,0.00007725896,0.004001711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6220785,"threshold_uncertainty_score":0.925739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400057216067343,"score_gpt":0.3769348973522318,"score_spread":0.3429343251915584,"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."}}