{"id":"W2985011519","doi":"10.4187/respcare.06950","title":"Impact of a Specialized Ambulatory Clinic on Refractory Breathlessness in Subjects With Advanced COPD","year":2019,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; COPD; Physical therapy; Ambulatory; Referral; Retrospective cohort study; Depression (economics); Emergency department; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006898846,0.0001684467,0.0002974597,0.0002392156,0.0004597915,0.0003302928,0.0001967682,0.0004401802,0.001655474],"category_scores_gemma":[0.002405851,0.00006717796,0.000344433,0.0002224085,0.0001618014,0.0001479696,0.0003624727,0.0003572236,0.0001434035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210941,"about_ca_system_score_gemma":0.0004748869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075017,"about_ca_topic_score_gemma":0.005577621,"domain_scores_codex":[0.9993719,0.0003154938,0.00003641963,0.00005583302,0.00009751819,0.0001226829],"domain_scores_gemma":[0.9978896,0.0004282708,0.0006282686,0.00005396229,0.000152465,0.000847519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00267024,0.003122593,0.9268934,0.0002009057,0.0001879537,0.0006717633,0.0003468047,0.000235897,0.00279693,0.00002497618,0.001485943,0.06136262],"study_design_scores_gemma":[0.00008651631,0.002161571,0.9969837,0.00002254469,0.0000377307,0.000195564,0.0001212986,0.0001276502,0.00006537374,0.000004740493,0.0001902284,0.00000302909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987842,0.0003881465,0.00002585558,0.0001472939,0.00001246616,0.00003030316,0.00005004674,0.000008378673,0.000553233],"genre_scores_gemma":[0.9994957,0.0001069769,0.00006340983,0.000106395,0.00005138906,0.0000163528,0.00009807077,8.542838e-7,0.00006093257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075017,"threshold_uncertainty_score":0.005538046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996938237466237,"score_gpt":0.3415774121546399,"score_spread":0.3216080297799775,"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."}}