{"id":"W3144660820","doi":"10.1007/978-3-030-11775-7_16","title":"Chronic Obstructive Pulmonary Disease","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; COPD; Exacerbation; Pulmonary disease; Pharmacotherapy; Intensive care medicine; Disease; Quality of life (healthcare); Physical therapy; 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":[0.0004744962,0.0007805497,0.0008783952,0.0009768147,0.0009564634,0.001879843,0.0006437862,0.001019359,0.1587697],"category_scores_gemma":[0.001718711,0.0002149519,0.0004230048,0.001300141,0.0005078505,0.001097001,0.001679193,0.002421801,0.1246282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006585245,"about_ca_system_score_gemma":0.002142105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781484,"about_ca_topic_score_gemma":0.009148366,"domain_scores_codex":[0.9994566,0.00008817076,0.0000294306,0.00009010257,0.0002724037,0.00006329528],"domain_scores_gemma":[0.999551,0.0001218672,0.00002605555,0.00004747442,0.0001826728,0.00007091074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007403431,0.00003796112,0.000161016,0.0001902215,0.000004784881,0.0000614958,0.00007673601,0.00004236739,0.0001130649,0.009350202,0.8596979,0.1302569],"study_design_scores_gemma":[0.000002993805,0.00001055918,0.0004596535,0.0002857709,0.000002640734,0.0001189347,0.00002886673,0.00001846338,0.00001516393,0.00204567,0.9970081,0.000003223409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0001866484,0.02422337,0.0007920851,0.004637193,0.004384929,0.0001182423,0.0007476766,0.0001724034,0.9647374],"genre_scores_gemma":[0.002281148,0.02694821,0.001324172,0.008698092,0.002295863,0.0001953054,0.001333293,0.00006121013,0.9568629],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1587697,"threshold_uncertainty_score":0.5311374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951261752508504,"score_gpt":0.2763103272618403,"score_spread":0.2567977097367553,"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."}}