{"id":"W72268806","doi":"10.1016/j.ccm.2013.09.008","title":"Chronic Obstructive Pulmonary Disease","year":2013,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; COPD; Exercise intolerance; Pulmonary disease; Airway obstruction; Airway; Cardiology; Disease; Internal medicine; Intensive care medicine; Anesthesia; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001156343,0.001450418,0.005555974,0.001292805,0.0001305406,0.00003613268,0.001035188,0.001011021,0.003763073],"category_scores_gemma":[0.002672917,0.001105768,0.001128412,0.001782311,0.001906271,0.0002228871,0.0006301454,0.003863394,0.001563856],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004303219,"about_ca_system_score_gemma":0.006020271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007949805,"about_ca_topic_score_gemma":0.000007495122,"domain_scores_codex":[0.9914252,0.0005423136,0.002825601,0.002154678,0.001566792,0.001485485],"domain_scores_gemma":[0.9921768,0.001879829,0.0008828323,0.002624257,0.0004079665,0.002028358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007928276,0.0003845506,0.00134603,0.09400479,0.0002595957,0.003633548,0.00004417404,7.518161e-7,5.196783e-7,0.0003607424,0.001192666,0.8986933],"study_design_scores_gemma":[0.001745663,0.0002207425,0.01188056,0.05380589,0.002530823,0.0003450304,0.0001097418,0.0001750266,1.365295e-7,0.001084903,0.9272813,0.0008201508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001041321,0.9814506,0.000008088357,0.0009745907,0.001606133,0.005433289,0.000162072,0.000162147,0.01009895],"genre_scores_gemma":[0.0001545176,0.9799379,0.0001521379,0.0001791476,0.006808348,0.001372607,0.001665747,0.0003652967,0.009364376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9260887,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09030460760221468,"score_gpt":0.4151752797677181,"score_spread":0.3248706721655035,"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."}}