{"id":"W2469278881","doi":"10.1016/j.chest.2016.06.016","title":"The COPD Assessment Test","year":2016,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; University of Saskatchewan; University of Toronto; Dalhousie University; University of Ottawa; University of British Columbia; McGill University Health Centre","funders":"Canadian Institutes of Health Research; AstraZeneca Canada; Novartis","keywords":"Medicine; COPD; Exacerbation; Obstructive lung disease; Cohort; Internal medicine; Prospective cohort study; Gold standard (test); Population; Physical therapy; Cohort study","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001093036,0.0005983906,0.0007921499,0.001994688,0.0005811556,0.001468556,0.0006442895,0.0009489842,0.01701141],"category_scores_gemma":[0.008319058,0.0001771224,0.0009764498,0.0007740831,0.000306746,0.001085765,0.001499828,0.00132344,0.01030318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006912651,"about_ca_system_score_gemma":0.00123272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288641,"about_ca_topic_score_gemma":0.004312253,"domain_scores_codex":[0.9981197,0.0003361468,0.000279818,0.000263063,0.0008309334,0.0001702246],"domain_scores_gemma":[0.9971496,0.0007907184,0.0004219695,0.000127933,0.001081954,0.0004277327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001259671,0.0009139641,0.4419974,0.0005236096,0.0003963676,0.0004909454,0.0003531339,0.0005142161,0.002598995,0.002846742,0.2015351,0.3465699],"study_design_scores_gemma":[0.0002406249,0.001148936,0.841733,0.0005746649,0.0002766031,0.003161073,0.0004927283,0.001637487,0.003162081,0.003736204,0.14371,0.0001265424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3919804,0.01480042,0.01258125,0.01407916,0.00277028,0.004596846,0.06112289,0.00221806,0.4958507],"genre_scores_gemma":[0.8195896,0.006823346,0.01977187,0.00853062,0.00170168,0.003886063,0.03816992,0.0003407152,0.1011862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01701141,"threshold_uncertainty_score":0.05690879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396597237113859,"score_gpt":0.3330793821860676,"score_spread":0.309113409814929,"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."}}