{"id":"W4393408017","doi":"10.4187/respcare.11396","title":"Direct Health Care Costs Associated With a Multicomponent COPD Exacerbation Intervention","year":2024,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Metropolitan University; Toronto East General Hospital","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; COPD; Health care; Public health; Psychological intervention; Exacerbation; Randomized controlled trial; Interquartile range; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003061828,0.0006366889,0.001049054,0.0007146898,0.0005818462,0.0008782667,0.0007045396,0.0008799361,0.004046232],"category_scores_gemma":[0.0111803,0.0002537397,0.002081293,0.0008464314,0.0003625216,0.0004734556,0.001651447,0.001215213,0.0001518666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003041144,"about_ca_system_score_gemma":0.00347105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138351,"about_ca_topic_score_gemma":0.0191778,"domain_scores_codex":[0.9948872,0.002466991,0.0006298106,0.0005296157,0.0007141687,0.0007722659],"domain_scores_gemma":[0.9960108,0.001373906,0.001179778,0.0002134842,0.000338175,0.0008839127],"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":[0.1891138,0.0479493,0.3063916,0.006052314,0.01465781,0.0003822844,0.0004725757,0.01240276,0.002393677,0.001225102,0.006159211,0.4127995],"study_design_scores_gemma":[0.03247464,0.08347236,0.8575425,0.001266268,0.007348035,0.0004551683,0.0004047891,0.009761415,0.001913899,0.001273015,0.003983087,0.0001047763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900166,0.003094494,0.0003379362,0.0007522976,0.0001030804,0.00132501,0.001296111,0.00002907816,0.003045415],"genre_scores_gemma":[0.9971446,0.0005063961,0.0006189525,0.0001702803,0.00007070732,0.000553946,0.000630573,0.000002232151,0.000302146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138351,"threshold_uncertainty_score":0.02750915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021806596925049,"score_gpt":0.3297693570321841,"score_spread":0.3079627601071351,"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."}}