{"id":"W2409544709","doi":"10.1183/13993003.01295-2015","title":"COPD (confusion over proper diagnosis) in the zone of maximum uncertainty","year":2015,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"COPD; Medicine; Vital capacity; Obstructive lung disease; Asthma; Bronchodilator; Physical therapy; Quality of life (healthcare); Airway; Intensive care medicine; Internal medicine; Lung function; Lung; Surgery; Diffusing capacity","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":[0.001338698,0.0005562238,0.0007665049,0.0007034889,0.003119233,0.001652284,0.0009337794,0.01060987,0.005323316],"category_scores_gemma":[0.01328979,0.0003880537,0.0006602694,0.0005777021,0.002343411,0.003027883,0.001679538,0.01272669,0.001713599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002519805,"about_ca_system_score_gemma":0.00180966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922224,"about_ca_topic_score_gemma":0.006223029,"domain_scores_codex":[0.9985473,0.0004769789,0.0002299125,0.0001944773,0.0002083518,0.0003431267],"domain_scores_gemma":[0.9957345,0.001995986,0.0005207422,0.0001479314,0.0007536053,0.0008471841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001500988,0.00008380164,0.012629,0.0004940383,0.00003741492,0.5396944,0.002823259,0.0003330936,0.0008175424,0.01319231,0.3862011,0.043544],"study_design_scores_gemma":[0.000112077,0.0001331021,0.008176454,0.002843445,0.00006420983,0.62415,0.007029496,0.001624239,0.0005955319,0.0343643,0.3208073,0.00009975751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01626397,0.008301863,0.001809513,0.9251829,0.01742719,0.00009794399,0.0001483112,0.0000959972,0.03067241],"genre_scores_gemma":[0.3124695,0.01076203,0.00413126,0.5757099,0.08286196,0.0001392186,0.0001482724,0.0001122778,0.01366552],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01060987,"threshold_uncertainty_score":0.01828253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276885576361908,"score_gpt":0.3086961653470597,"score_spread":0.2559273095834407,"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."}}