{"id":"W2222957439","doi":"10.4103/0366-6999.168073","title":"Advanced Chronic Obstructive Pulmonary Disease","year":2015,"lang":"en","type":"review","venue":"Chinese Medical Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Intensive care medicine; Disease; Cause of death; Quality of life (healthcare); Population; Hyperinflation; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011955,0.0006511314,0.001230499,0.001012736,0.001352525,0.001921223,0.001176775,0.001366776,0.05798375],"category_scores_gemma":[0.005311122,0.0001122608,0.0007163648,0.001909812,0.0004763181,0.001313887,0.001958956,0.002218832,0.01887778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123876,"about_ca_system_score_gemma":0.003639871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005471412,"about_ca_topic_score_gemma":0.007151184,"domain_scores_codex":[0.9974986,0.0003788918,0.0002456005,0.0003208218,0.001173534,0.0003825715],"domain_scores_gemma":[0.9977255,0.0002977533,0.0004932962,0.0001266672,0.0008519234,0.0005046767],"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":[0.0002618928,0.0005225777,0.05533135,0.004986797,0.000278188,0.00125058,0.0003697616,0.0002217523,0.0008285991,0.01041493,0.4879646,0.437569],"study_design_scores_gemma":[0.0000983831,0.0002683041,0.05835108,0.00502006,0.0001682359,0.003786721,0.0003035307,0.0002523276,0.0001885497,0.006889365,0.9246188,0.00005453455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03630852,0.3231453,0.007694984,0.04115657,0.01023972,0.003383151,0.04654755,0.001128674,0.5303955],"genre_scores_gemma":[0.3740974,0.2571133,0.01378181,0.0644493,0.01262861,0.003250181,0.06013637,0.0002800643,0.2142629],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05798375,"threshold_uncertainty_score":0.193975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298457299329197,"score_gpt":0.3777006720151352,"score_spread":0.3478549420822155,"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."}}