{"id":"W1968995339","doi":"10.1513/pats.200603-087ms","title":"Airway and Parenchymal Disease in Chronic Obstructive Pulmonary Disease Are Distinct Phenotypes","year":2006,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Pulmonary disease; Airway; Phenotype; Disease; Intensive care medicine; Cardiology; Pathology; Internal medicine; Anesthesia; Gene","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":[0.001169269,0.0004079972,0.0005021249,0.0006846096,0.0004151907,0.0006176661,0.0003058553,0.0006023762,0.001927779],"category_scores_gemma":[0.003889437,0.0003219708,0.0002408713,0.0007180154,0.0008568167,0.000455248,0.0008836392,0.0005682906,0.0002017199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432279,"about_ca_system_score_gemma":0.0002513948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009664085,"about_ca_topic_score_gemma":0.001802316,"domain_scores_codex":[0.9991843,0.0003258198,0.00007052243,0.0001344447,0.0001981222,0.00008680383],"domain_scores_gemma":[0.9982172,0.0006286248,0.0006081125,0.0001162549,0.0001435495,0.0002863603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548766,0.00010556,0.9887493,0.00005776823,0.00008054496,0.000419573,0.0002746664,0.00004761103,0.004436996,0.0001400379,0.0001217514,0.00531145],"study_design_scores_gemma":[0.000005472047,0.00007132483,0.9985471,0.000008920243,0.00001414644,0.000965913,0.00008457965,0.0000649158,0.00007615643,0.00009059934,0.00006862696,0.000002000162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987639,0.0004850436,0.0001452151,0.00008347753,0.00000500879,0.00001275166,0.00006900496,0.000003270716,0.0004322577],"genre_scores_gemma":[0.9992881,0.0001736986,0.0001890407,0.0000484701,0.0000222865,0.00001047832,0.0001362429,0.000002303076,0.0001293838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001927779,"threshold_uncertainty_score":0.006449103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405936479544121,"score_gpt":0.293791132931585,"score_spread":0.2797317681361438,"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."}}