{"id":"W2015812941","doi":"10.1159/000194909","title":"Accuracy of an Electronic Spirometer – A Field Trial","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spirometer; Medicine; Vital capacity; Calibration; Spirometry; Physical therapy; Statistics; Internal medicine; Asthma; Lung function; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002367428,0.00008985767,0.0001936502,0.0001584997,0.00003496403,0.00001410146,0.00008177401,0.0000798035,0.0004086899],"category_scores_gemma":[0.0004643639,0.00008061686,0.0001180115,0.0002237275,0.00002318989,0.0002233313,0.00001244628,0.0001725381,0.0000210919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471811,"about_ca_system_score_gemma":0.0003413244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002521533,"about_ca_topic_score_gemma":0.000009479542,"domain_scores_codex":[0.9988353,0.00007470298,0.0002687275,0.0002160768,0.0003566348,0.0002485728],"domain_scores_gemma":[0.9992538,0.00007951356,0.00009280996,0.0003572954,0.0001067021,0.0001098427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05897376,0.001203879,0.0006002049,0.0002406788,0.00005353481,0.00004412191,0.0001121802,0.00001645721,0.1133491,0.002702008,0.0004790049,0.8222251],"study_design_scores_gemma":[0.1748267,0.07796971,0.4371116,0.0005801402,0.000586755,0.0001171909,0.0001745453,0.009082294,0.2510048,0.01365252,0.03388218,0.001011584],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945936,0.0004890737,0.0003369663,0.001186531,0.00004577887,0.0008501643,0.000002879342,0.00003316802,0.002461869],"genre_scores_gemma":[0.998668,0.00003186205,0.0001772549,0.0004740752,0.0003794383,0.00001729502,0.00003541915,0.000009091099,0.0002075909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8212135,"threshold_uncertainty_score":0.4474867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611491135595678,"score_gpt":0.3492895443901625,"score_spread":0.3231746330342057,"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."}}