{"id":"W1794022929","doi":"10.1155/2007/986892","title":"Chronic Obstructive Pulmonary Disease","year":2007,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; COPD; BATES; Pulmonary function testing; Asthma; Pulmonary disease; Pathophysiology; Obstructive lung disease; Chronic bronchitis; Ventilation (architecture); Intensive care medicine; Gerontology; Disease; Cardiology; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.000949316,0.001084129,0.002333013,0.003132121,0.0007462488,0.0002012431,0.0008964016,0.0007577927,0.003970424],"category_scores_gemma":[0.0003991642,0.000973956,0.001808519,0.001254444,0.0006492979,0.000295701,0.0001418523,0.004241335,0.001035116],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02092744,"about_ca_system_score_gemma":0.06979986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009290453,"about_ca_topic_score_gemma":0.002988754,"domain_scores_codex":[0.9933929,0.0004949938,0.001439525,0.001083136,0.001337672,0.002251794],"domain_scores_gemma":[0.9860798,0.0001809873,0.0005865654,0.001310012,0.000608917,0.0112337],"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":[0.00004751133,0.00004630263,0.0005440987,0.01492232,0.000407107,0.05129689,0.000009648578,9.618723e-7,4.583738e-7,0.000183387,0.002909887,0.9296314],"study_design_scores_gemma":[0.0004942101,0.0000834375,0.007825904,0.01135151,0.001621158,0.005380376,0.00003822921,0.000004972562,2.543736e-7,0.0001365718,0.972261,0.0008024044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005619555,0.983639,0.00001050811,0.0001221043,0.001133057,0.00176621,0.0006284919,0.00005702401,0.01258738],"genre_scores_gemma":[0.00008086611,0.9869699,0.00004092896,0.000583426,0.008287404,0.0001029281,0.0001961157,0.0003507689,0.00338768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9693511,"threshold_uncertainty_score":0.9997427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05991576134994209,"score_gpt":0.3502295904677591,"score_spread":0.290313829117817,"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."}}