{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04395393,0.00140466,0.00139472,0.0009241636,0.0008940392,0.001145094,0.001703433,0.00259139,0.003014016],"category_scores_gemma":[0.07826616,0.0006619352,0.001155369,0.0006674044,0.002302439,0.001643929,0.00148765,0.001491559,0.001437758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035496,"about_ca_system_score_gemma":0.0007477062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009348664,"about_ca_topic_score_gemma":0.000704555,"domain_scores_codex":[0.9606116,0.02588157,0.003297092,0.004308632,0.005287736,0.0006133655],"domain_scores_gemma":[0.8766186,0.07910875,0.005703493,0.01359342,0.02296244,0.002013364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4022893,0.03622685,0.2518213,0.001413072,0.001771991,0.0004314621,0.00417882,0.01024787,0.04853008,0.001757953,0.003686444,0.2376448],"study_design_scores_gemma":[0.01278853,0.6805657,0.2320455,0.0002685365,0.001488965,0.001033325,0.0006430135,0.01768828,0.0421806,0.001063496,0.009985719,0.000248277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790141,0.001197042,0.01255239,0.0002655899,0.0005112358,0.00227692,0.0005226678,0.0001754603,0.003484706],"genre_scores_gemma":[0.9888697,0.0002417151,0.007418113,0.000246416,0.0002475494,0.0008233651,0.0003413062,0.00005697064,0.001754897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04395393,"threshold_uncertainty_score":0.2324534,"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."}}