{"id":"W2899242706","doi":"10.15326/jcopdf.5.4.2018.0154","title":"Increasing Awareness of COPD: Two Steps Forward, One Step Back","year":2018,"lang":"en","type":"letter","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"COPD; Psychology; Physical medicine and rehabilitation; Computer science; Medicine; 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":[0.004043506,0.0008236368,0.001528794,0.00100275,0.00567324,0.004936301,0.001923802,0.05585932,0.01655326],"category_scores_gemma":[0.03076226,0.000583147,0.001385892,0.000460927,0.004182063,0.01247171,0.004134261,0.06502777,0.006318342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005115226,"about_ca_system_score_gemma":0.007091176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525935,"about_ca_topic_score_gemma":0.007332261,"domain_scores_codex":[0.9935087,0.002280472,0.0006255752,0.0006546953,0.001997934,0.0009326756],"domain_scores_gemma":[0.9756596,0.01114221,0.001159666,0.0005340626,0.004224438,0.00728005],"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":[0.00008091889,0.0004266223,0.003531133,0.0003021832,0.00004527617,0.003147967,0.0007190006,0.00005926248,0.0004637602,0.005878086,0.9412045,0.04414127],"study_design_scores_gemma":[0.0004555573,0.0005850915,0.007840273,0.004785235,0.0001405993,0.01099109,0.007211631,0.000788596,0.0004680817,0.03598687,0.9305444,0.0002025719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001960086,0.00108115,0.00004675224,0.9935034,0.00428549,0.000003163649,0.000004108691,0.00000772312,0.0008723169],"genre_scores_gemma":[0.005107308,0.002080799,0.0003374946,0.964599,0.02546636,0.00002285362,0.00001410478,0.00001054326,0.002361581],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05585932,"threshold_uncertainty_score":0.05537617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248647011778621,"score_gpt":0.3022019179705022,"score_spread":0.2773372167926401,"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."}}