{"id":"W2766136114","doi":"10.1503/cmaj.109-5458","title":"COPD research and treatment pioneer","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Alternative medicine; Intensive care medicine; Family medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009998687,0.001006995,0.001114916,0.003000257,0.001872709,0.004218343,0.001629137,0.004813212,0.01994017],"category_scores_gemma":[0.01952072,0.0005347966,0.001250426,0.001099418,0.001780455,0.002862226,0.002986706,0.01121617,0.01496617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011672,"about_ca_system_score_gemma":0.009356341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561749,"about_ca_topic_score_gemma":0.01158344,"domain_scores_codex":[0.9939801,0.001272019,0.0003591761,0.0009585375,0.002879216,0.0005510116],"domain_scores_gemma":[0.9777698,0.002161882,0.0005299436,0.000939829,0.008869694,0.009728775],"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":[0.00008418074,0.00009680314,0.0005609674,0.0004880883,0.00002993426,0.0002825694,0.0001634196,0.00005327238,0.0007978331,0.007611558,0.835118,0.1547134],"study_design_scores_gemma":[0.00004863551,0.00008720686,0.0006925651,0.0005766795,0.00002247143,0.0009252607,0.00006791799,0.00005416434,0.0003309035,0.002003293,0.9951733,0.00001747009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001828124,0.3404778,0.006596657,0.4163929,0.1604903,0.0001920015,0.0005316933,0.0005312351,0.07295935],"genre_scores_gemma":[0.02852299,0.3562801,0.01782636,0.2027454,0.1767443,0.0004378871,0.001164292,0.0006247959,0.215654],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01994017,"threshold_uncertainty_score":0.06670648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168749304142681,"score_gpt":0.3562617739063009,"score_spread":0.314574280864874,"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."}}