{"id":"W3033063320","doi":"10.2196/18598","title":"Technology-Enabled Self-Management of Chronic Obstructive Pulmonary Disease With or Without Asynchronous Remote Monitoring: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Markham Stouffville Hospital; University of Toronto; Women's College Hospital","funders":"","keywords":"Randomized controlled trial; Pulmonary disease; Medicine; Self-management; Telemedicine; Remote patient monitoring; Intensive care medicine; Asynchronous communication; Physical therapy; Computer science; Internal medicine; Health care; Artificial intelligence; Telecommunications; Nursing","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":[0.002991398,0.001793515,0.004816189,0.0008702542,0.0007479446,0.001570163,0.00143298,0.003592951,0.01143712],"category_scores_gemma":[0.005573264,0.0007676109,0.004506553,0.0008743993,0.001408239,0.001529067,0.0007132724,0.003127238,0.0009600834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064455,"about_ca_system_score_gemma":0.001830845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944362,"about_ca_topic_score_gemma":0.002333986,"domain_scores_codex":[0.9976139,0.001319783,0.0002670616,0.0003973937,0.00018608,0.0002156943],"domain_scores_gemma":[0.9973624,0.001278148,0.0006051665,0.0001740772,0.0001611871,0.0004189903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9776962,0.006501928,0.0002798742,0.002831898,0.002067732,0.00002968545,0.0000345445,0.0002081227,0.000328437,0.00008788014,0.0003531596,0.009580489],"study_design_scores_gemma":[0.9795415,0.01867369,0.0004112647,0.0001297345,0.0007541406,0.00000853855,0.00001008605,0.0001632756,0.00006403596,0.00006656223,0.0001708681,0.000006391756],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215059,0.03045744,0.002929392,0.001962128,0.003369042,0.03293474,0.002149619,0.0004126988,0.004279064],"genre_scores_gemma":[0.9221349,0.01061658,0.006079657,0.002140035,0.002041591,0.05178881,0.0009455202,0.00003306062,0.0042198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143712,"threshold_uncertainty_score":0.038261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871311359963974,"score_gpt":0.3590459872812266,"score_spread":0.3303328736815869,"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."}}