{"id":"W4291284408","doi":"10.1186/s12962-022-00377-w","title":"Cost-effectiveness of integrated disease management for high risk, exacerbation prone, patients with chronic obstructive pulmonary disease in a primary care setting","year":2022,"lang":"en","type":"article","venue":"Cost Effectiveness and Resource Allocation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hôtel-Dieu Grace Healthcare; London Health Sciences Centre; Lawson Health Research Institute; Western University; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Medicine; Exacerbation; Quality-adjusted life year; Cost effectiveness; Health services research; COPD; Randomized controlled trial; Population; Disease management; Health economics; Economic evaluation; Health administration; Cost-effectiveness analysis; Emergency medicine; Intensive care medicine; Public health; Disease; Internal medicine; Environmental health; Nursing; Risk analysis (engineering)","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":[0.00407619,0.0006791506,0.001023414,0.0005348078,0.0003041481,0.0009549741,0.0007233949,0.0008520762,0.001781598],"category_scores_gemma":[0.0118827,0.0002979761,0.001570198,0.0005767687,0.000597357,0.0005993927,0.0007935623,0.0006403914,0.00005972145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006161404,"about_ca_system_score_gemma":0.004906539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02818927,"about_ca_topic_score_gemma":0.02741843,"domain_scores_codex":[0.9967216,0.002313576,0.0001263895,0.000224103,0.000317831,0.0002965043],"domain_scores_gemma":[0.9950029,0.003359179,0.000790732,0.0001258927,0.0001906273,0.0005307301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.08118134,0.01189797,0.2165366,0.00380175,0.0105422,0.0004766542,0.0004559152,0.5198192,0.002270114,0.003458991,0.002117517,0.1474418],"study_design_scores_gemma":[0.02768961,0.09823316,0.3487822,0.001121685,0.009479505,0.0009078287,0.0006495388,0.5036455,0.002306255,0.005018785,0.001993885,0.0001721845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944109,0.001757279,0.001469932,0.0004047937,0.00002061875,0.0002833937,0.0002719783,0.00001866996,0.001362394],"genre_scores_gemma":[0.9990477,0.0001504667,0.0005888288,0.00003864508,0.000005502617,0.00004732836,0.00007585183,8.366513e-7,0.00004485971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02818927,"threshold_uncertainty_score":0.05605036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009504695587285963,"score_gpt":0.2579296705227238,"score_spread":0.2484249749354378,"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."}}