{"id":"W2599506948","doi":"10.1111/resp.13031","title":"COPD: Lessons learned, forging a fantastic future","year":2017,"lang":"en","type":"editorial","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"COPD; Medicine; Disease; Economic growth; Gerontology; Intensive care medicine; Pathology; Psychiatry","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":[0.01052786,0.001482641,0.001823479,0.001886158,0.003952936,0.008996318,0.002189567,0.01024635,0.009079832],"category_scores_gemma":[0.02328313,0.0005305902,0.001825188,0.000973369,0.008672644,0.02071457,0.005513971,0.02559962,0.004397419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004611623,"about_ca_system_score_gemma":0.006117047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140893,"about_ca_topic_score_gemma":0.005872126,"domain_scores_codex":[0.9948283,0.002431535,0.0003200149,0.0005170394,0.0013002,0.0006029063],"domain_scores_gemma":[0.9872621,0.005537473,0.0004729922,0.0004695909,0.002409897,0.003847925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009870986,0.0001152479,0.0004120679,0.001737482,0.00004545642,0.0009905306,0.003906466,0.0001668744,0.0004662806,0.02237052,0.8467488,0.1229415],"study_design_scores_gemma":[0.00002110764,0.0001087483,0.0003413931,0.001792256,0.00001960178,0.001743571,0.005358142,0.0001067008,0.0001368033,0.03084767,0.9594677,0.00005622684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008705009,0.2485272,0.001233218,0.6437597,0.09990637,0.00001761349,0.0001070772,0.0001249827,0.005453269],"genre_scores_gemma":[0.02755691,0.3041987,0.004134161,0.5097407,0.1286181,0.0001059018,0.0002505182,0.0002854148,0.0251096],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01052786,"threshold_uncertainty_score":0.05567735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238754858141235,"score_gpt":0.3784554719061287,"score_spread":0.3460679233247164,"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."}}