{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01866597,0.0003622601,0.0006607566,0.00571007,0.0005816086,0.002301628,0.0006435009,0.00101759,0.002122864],"category_scores_gemma":[0.1421708,0.0003025479,0.001738853,0.004411864,0.0007314096,0.002539776,0.00133261,0.0006409123,0.0003648399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007577321,"about_ca_system_score_gemma":0.001892962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708615,"about_ca_topic_score_gemma":0.005205567,"domain_scores_codex":[0.9808885,0.005511947,0.007745907,0.0008441352,0.00464627,0.0003632457],"domain_scores_gemma":[0.7299725,0.203032,0.04006194,0.005128083,0.02071477,0.001090775],"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":[0.002488216,0.0003000891,0.3824928,0.03435048,0.0014214,0.000739707,0.01040367,0.0005995897,0.002433106,0.001172037,0.01070827,0.5528906],"study_design_scores_gemma":[0.0004256906,0.001196296,0.9031347,0.03323602,0.003051632,0.002563412,0.005535468,0.001497082,0.003384811,0.001456369,0.04426282,0.0002557482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821328,0.06758813,0.007491326,0.005523041,0.0004965899,0.004081312,0.01809762,0.000477082,0.0141122],"genre_scores_gemma":[0.9649199,0.01381591,0.01295735,0.0007326437,0.0001524866,0.002867586,0.003621404,0.00007886034,0.0008538493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866597,"threshold_uncertainty_score":0.09871626,"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."}}