{"id":"W2886813840","doi":"10.1111/resp.13384","title":"What triggers acute exacerbations of COPD? Why not ask the patient!","year":2018,"lang":"en","type":"letter","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Ask price; COPD; Intensive care medicine; Internal medicine","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":[0.001970342,0.0009695191,0.001609156,0.001062437,0.004299229,0.002716206,0.001444823,0.04701863,0.01138224],"category_scores_gemma":[0.01904244,0.0006301011,0.001550893,0.0006346708,0.002410894,0.004985434,0.001480998,0.03454103,0.00747431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739694,"about_ca_system_score_gemma":0.003093153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616445,"about_ca_topic_score_gemma":0.006538314,"domain_scores_codex":[0.9970642,0.001048568,0.0004268261,0.0003314402,0.0007033124,0.0004256458],"domain_scores_gemma":[0.9938539,0.002856797,0.0005563481,0.0001563687,0.001037489,0.001539022],"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":[0.00007777997,0.0001347899,0.004819535,0.0001169773,0.00003433865,0.01103614,0.0003253735,0.00009110013,0.0002905664,0.00223933,0.9669874,0.01384666],"study_design_scores_gemma":[0.0003773763,0.0003595415,0.009270827,0.002525287,0.0001206391,0.03313446,0.002947561,0.001041598,0.0004044543,0.01608622,0.9335101,0.0002218034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004401811,0.00136529,0.00006595606,0.9864995,0.009013486,0.000009148751,0.00002203244,0.00001637243,0.002568048],"genre_scores_gemma":[0.005878965,0.00240863,0.0002529616,0.9223733,0.06335828,0.00003270999,0.00003159222,0.00002721687,0.005636292],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04701863,"threshold_uncertainty_score":0.03807741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626615315737951,"score_gpt":0.3085235851674142,"score_spread":0.2822574320100347,"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."}}