{"id":"W3188113649","doi":"10.29390/cjrt-2021-015","title":"Incorporating remote patient monitoring in virtual pulmonary rehabilitation programs","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia; BC Innovation Council; Vancouver General Hospital","funders":"","keywords":"Pulmonary rehabilitation; Rehabilitation; Medicine; Computer science; Physical medicine and rehabilitation; Medical emergency; Intensive care medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002887943,0.000624392,0.0005429431,0.0006479337,0.0005582981,0.001637712,0.001501125,0.0008175506,0.00631906],"category_scores_gemma":[0.009110193,0.0003550299,0.0005427811,0.0003002177,0.0003318118,0.001225102,0.002510963,0.0008503943,0.001089691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101555,"about_ca_system_score_gemma":0.00104947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008744815,"about_ca_topic_score_gemma":0.001382969,"domain_scores_codex":[0.9958447,0.002767067,0.0001697642,0.0005057219,0.0004395343,0.00027331],"domain_scores_gemma":[0.9946214,0.003035042,0.0004787406,0.0006285261,0.0003055648,0.0009307197],"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":[0.003462954,0.007780034,0.04346101,0.0009774709,0.0002345024,0.0006090714,0.003781504,0.01441716,0.01664846,0.001560975,0.00913429,0.8979325],"study_design_scores_gemma":[0.005448649,0.0331724,0.2690285,0.002317562,0.001752402,0.004819866,0.007476126,0.4229224,0.06450022,0.02012737,0.1670297,0.00140485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470847,0.0008918077,0.3067088,0.002863889,0.0004662125,0.003630317,0.001159157,0.01093264,0.02626266],"genre_scores_gemma":[0.8661924,0.0003072447,0.1280624,0.0005988622,0.0001580146,0.001477807,0.0003347636,0.0001744089,0.002694156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00631906,"threshold_uncertainty_score":0.02113932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043089297036516,"score_gpt":0.2936096037656696,"score_spread":0.2631787107953044,"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."}}