{"id":"W4387015000","doi":"10.32920/24191478.v1","title":"Technology-Enabled Self-Management of Chronic Obstructive Pulmonary Disease With or Without Asynchronous Remote Monitoring: Randomized Controlled Trial","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Markham Stouffville Hospital; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; COPD; Randomized controlled trial; Physical therapy; Pulmonary rehabilitation; Psychological intervention; Emergency department; Emergency medicine; Internal medicine; 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":[0.002653484,0.001614197,0.004512799,0.0007168319,0.0006770549,0.00145965,0.001397741,0.00350132,0.01194416],"category_scores_gemma":[0.005299336,0.0007458254,0.004697518,0.0007107134,0.001223338,0.001632817,0.0006662967,0.003330695,0.000946493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196097,"about_ca_system_score_gemma":0.001793595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190455,"about_ca_topic_score_gemma":0.002885258,"domain_scores_codex":[0.9980376,0.001070698,0.000228637,0.0003071206,0.0001608966,0.00019507],"domain_scores_gemma":[0.9975654,0.001126668,0.0005914333,0.0001593627,0.0001577296,0.0003995782],"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":[0.9778156,0.005719179,0.0002441569,0.003195019,0.002415614,0.00003190959,0.0000335057,0.0001782512,0.0003275701,0.0001141271,0.0005158035,0.009409268],"study_design_scores_gemma":[0.9805502,0.01731064,0.0004604507,0.0001676304,0.0009269299,0.000008288779,0.00001217216,0.0001718946,0.00006886633,0.0000740134,0.0002414195,0.000007499988],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118995,0.0355538,0.002486386,0.002484709,0.004531547,0.03448421,0.002558062,0.0004158473,0.005586034],"genre_scores_gemma":[0.9286996,0.01143855,0.005330036,0.002697208,0.002025988,0.04392921,0.001033596,0.00003520242,0.004810623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194416,"threshold_uncertainty_score":0.03995717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852946607695451,"score_gpt":0.3029034372679018,"score_spread":0.2843739711909473,"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."}}