{"id":"W2281916877","doi":"10.1155/2005/974678","title":"Use of Spirometry and Respiratory Drugs in Manitobans Over 35 Years of Age with Obstructive Lung Diseases","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Spirometry; COPD; Asthma; Medical prescription; Pharmacy; Internal medicine; Physical therapy; Intensive care medicine; Family medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003168094,0.0002502493,0.0002407443,0.001724132,0.0007098091,0.0006277693,0.0005025364,0.0003964425,0.001696669],"category_scores_gemma":[0.001563387,0.0003019788,0.0002855185,0.002161847,0.0003334742,0.0003810025,0.0006662504,0.0006088771,0.0002878436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336639,"about_ca_system_score_gemma":0.001677791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3355086,"about_ca_topic_score_gemma":0.441313,"domain_scores_codex":[0.9996124,0.00006829738,0.00004354788,0.00006363321,0.0001392665,0.00007291229],"domain_scores_gemma":[0.9987602,0.0001120153,0.0006060337,0.00003110401,0.0001872397,0.0003033217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001388335,0.00001624605,0.9989109,0.00001088377,0.00001133426,0.0001095629,0.0002147647,0.00001353943,0.00005766401,0.000005846396,0.0001471695,0.0004881564],"study_design_scores_gemma":[0.000001704467,0.00001308627,0.9992899,0.00001240418,0.00000633235,0.0001201062,0.0002770087,0.00003417502,0.00001070476,0.000003174927,0.0002294182,0.000002098443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957908,0.001202964,0.00002621922,0.0003071393,0.0000123874,0.00002390219,0.001182319,0.000005745674,0.001448644],"genre_scores_gemma":[0.997264,0.0009024788,0.00007021621,0.0001808293,0.00001998837,0.00003097008,0.0009385633,0.00000238919,0.0005906519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6644914,"threshold_uncertainty_score":0.6671114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217292732587043,"score_gpt":0.2746741536398072,"score_spread":0.2525012263139367,"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."}}