{"id":"W2041870288","doi":"10.1016/j.rmed.2011.04.008","title":"Quality of Spirometry tests performed by 9893 adults in 14 countries: The BOLD Study","year":2011,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; South African Thoracic Society; South African Medical Research Council; University of Cape Town; GlaxoSmithKline Australia; Pfizer Australia; GlaxoSmithKline; Haukeland Universitetssjukehus; AstraZeneca; Pfizer","keywords":"Medicine; Spirometry; Spirometer; Test (biology); Physical therapy; Logistic regression; Population; Asthma; Internal medicine; Environmental health; Exhaled nitric oxide","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":[0.001576754,0.0005998296,0.001098078,0.001055553,0.0004167799,0.0009481153,0.0006553418,0.000894946,0.0005237777],"category_scores_gemma":[0.002946923,0.0007523481,0.0008123735,0.002721168,0.000652792,0.0009956681,0.001336094,0.0006795144,0.0002347859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006587624,"about_ca_system_score_gemma":0.0004031065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489985,"about_ca_topic_score_gemma":0.02228306,"domain_scores_codex":[0.9977799,0.0007801901,0.0003253048,0.0005698982,0.0003172894,0.0002274112],"domain_scores_gemma":[0.9960982,0.0007858055,0.001920622,0.0004972118,0.0004002631,0.0002979568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045574,0.00002184601,0.9988074,0.00001154695,0.0001197955,0.00003203939,0.00009967699,0.00006910656,0.0001414283,0.00001145863,0.0001053606,0.0004758236],"study_design_scores_gemma":[0.00001125746,0.00003981701,0.9993247,0.000005879105,0.00003815764,0.00006062926,0.0002362077,0.00006869154,0.00003244662,0.000006085498,0.0001721927,0.000003983491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974393,0.000259793,0.0000763284,0.00003302236,0.000004712321,0.000006376079,0.001935158,0.000002375584,0.0002429348],"genre_scores_gemma":[0.9972091,0.0001365119,0.0001120615,0.0000377061,0.000005696474,0.00001414729,0.002362572,0.000003477396,0.0001186716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489985,"threshold_uncertainty_score":0.04950982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667720541038233,"score_gpt":0.364542288001462,"score_spread":0.2978650825910797,"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."}}