{"id":"W2543770476","doi":"10.1177/1479972316670104","title":"Multimorbidity, frailty and chronic obstructive pulmonary disease","year":2016,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Pulmonary rehabilitation; Medicine; COPD; Multimorbidity; Rehabilitation; Pulmonary disease; Physical therapy; Chronic condition; Multidisciplinary approach; Pulmonary function testing; Mood; Disease; Intensive care medicine; Gerontology; Chronic disease; Psychiatry; Internal medicine","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":[0.001664408,0.0002195323,0.0005210573,0.001345887,0.0009882405,0.001203735,0.000330827,0.000872622,0.003374668],"category_scores_gemma":[0.005677125,0.0001188781,0.0003812992,0.001558466,0.001470802,0.001185431,0.001848687,0.001727173,0.0001858123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095243,"about_ca_system_score_gemma":0.00260217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009872674,"about_ca_topic_score_gemma":0.0205386,"domain_scores_codex":[0.9988513,0.0005276373,0.0001298322,0.00007012584,0.0002866617,0.0001345404],"domain_scores_gemma":[0.9966494,0.001112028,0.0007901325,0.00006285249,0.0002582386,0.0011273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703925,0.0003851247,0.4745173,0.002156005,0.0003306858,0.001404434,0.00561499,0.0006184892,0.0005282979,0.0640382,0.03952044,0.4107156],"study_design_scores_gemma":[0.00002125313,0.0002292774,0.8587072,0.003410659,0.00009456468,0.004977106,0.003609027,0.0004773883,0.00008713368,0.05085931,0.07745994,0.00006709427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3330734,0.396554,0.003424052,0.2039364,0.002180457,0.0001709483,0.001053946,0.00005765821,0.05954918],"genre_scores_gemma":[0.8868803,0.09613433,0.003608608,0.008171694,0.001964057,0.0001455775,0.0003834908,0.000007818234,0.002704182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009872674,"threshold_uncertainty_score":0.01963043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05221197024867075,"score_gpt":0.3218799696997809,"score_spread":0.2696679994511101,"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."}}