{"id":"W2071595170","doi":"10.1371/journal.pmed.0010020","title":"Characterization of T Lymphocytes in Chronic Obstructive Pulmonary Disease","year":2004,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pulmonary disease; Medicine; COPD; Immunology; Intensive care medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667592,0.0008345083,0.003629702,0.001347859,0.00005640138,0.000007793545,0.0004418938,0.0003822244,0.001178606],"category_scores_gemma":[0.0005861159,0.0006520324,0.0004965116,0.001579937,0.0008547562,0.000184327,0.0002174669,0.0008215153,0.00009512425],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007220168,"about_ca_system_score_gemma":0.007619894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000997175,"about_ca_topic_score_gemma":0.000004549642,"domain_scores_codex":[0.9950003,0.0002612702,0.001579425,0.00106537,0.001341728,0.0007519131],"domain_scores_gemma":[0.9968373,0.0002512134,0.0007218401,0.00112011,0.0003051246,0.0007644346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003360735,0.0008384513,0.0007125565,0.3133118,0.0004752036,0.002406898,0.0001333935,0.000001952043,0.0008695931,0.000279454,0.0000111143,0.6806235],"study_design_scores_gemma":[0.007970998,0.0006862708,0.08818337,0.5873623,0.01018541,0.0006138212,0.000152729,0.0004395313,0.0001545297,0.0006963682,0.3018036,0.001751002],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003098004,0.991141,0.000007812017,0.00020146,0.0002581147,0.003715104,0.0003483122,0.00007979522,0.001150361],"genre_scores_gemma":[0.003589706,0.9900663,0.00002539822,0.00003316768,0.001194659,0.0004995176,0.003617736,0.0001909994,0.0007824831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6788725,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395802865130611,"score_gpt":0.3280392459489337,"score_spread":0.2884589594358726,"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."}}