{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002673512,0.000224811,0.0005067949,0.001491949,0.00008473926,0.00004288116,0.0001752544,0.0001289352,0.0002972901],"category_scores_gemma":[0.0001855303,0.0002204838,0.0001158986,0.0006264984,0.0006201667,0.0004396898,0.00004726371,0.0006233606,0.000002876166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413474,"about_ca_system_score_gemma":0.002796195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003839019,"about_ca_topic_score_gemma":0.02020952,"domain_scores_codex":[0.997721,0.0001731057,0.0005523807,0.0003362968,0.000652298,0.0005649813],"domain_scores_gemma":[0.9976245,0.0001322205,0.0002343551,0.0003972551,0.0002277017,0.001383981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004165588,0.0001098166,0.9661577,0.0002609583,0.0001593906,0.002543922,0.0004721667,0.00002938619,0.002147614,0.0001219663,0.0006957497,0.02688475],"study_design_scores_gemma":[0.002145745,0.0001982881,0.9845787,0.0004479295,0.0001050614,0.0001102478,0.0006462864,0.00002820476,0.000346855,0.00003566299,0.01115693,0.0002001356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930513,0.005844875,0.00000330395,0.00006050386,0.00007157863,0.0003840647,0.0002203571,0.000007723005,0.000356317],"genre_scores_gemma":[0.9987887,0.00006286529,0.0001694093,0.0005243038,0.0003101539,0.000008407377,0.000004805147,0.00005232464,0.0000790788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02668461,"threshold_uncertainty_score":0.9976691,"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."}}