{"id":"W2898191074","doi":"10.1080/02770903.2018.1531997","title":"Characteristics of asthma and COPD overlap syndrome (ACOS) in the Canadian population","year":2018,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; COPD; Asthma; Spirometry; Wheeze; Internal medicine; Overlap syndrome; Population; Physical therapy; Environmental health","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":[0.0006318513,0.0001037216,0.000313902,0.0003515746,0.00007430344,0.00002828959,0.0001380803,0.00007596512,0.0002300843],"category_scores_gemma":[0.0002177105,0.00007506067,0.00007325336,0.000252269,0.0001701598,0.0001498647,0.00002693422,0.0003423633,0.000009101427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004057658,"about_ca_system_score_gemma":0.0005258188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096967,"about_ca_topic_score_gemma":0.01557573,"domain_scores_codex":[0.9985564,0.0001003225,0.0004429896,0.0001098893,0.0005430417,0.0002473314],"domain_scores_gemma":[0.9988909,0.00006573619,0.0002563347,0.0001860263,0.0003308936,0.0002701391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005488772,0.000224824,0.9606094,0.0002998222,0.00009656355,0.001965968,0.000912916,0.000002135541,0.000744338,0.0006323797,0.0009866027,0.03297619],"study_design_scores_gemma":[0.0008666869,0.0005155026,0.9919571,0.0002271523,0.00002161579,0.002462129,0.0002674302,0.0002407636,0.0000259322,0.0001676181,0.003185952,0.00006206058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969684,0.0003132077,0.000007471929,0.001658355,0.0001657485,0.0001896472,0.00002988519,0.00000195453,0.0006653221],"genre_scores_gemma":[0.9991707,0.0000476725,0.0001697662,0.0001754421,0.0003213495,0.000001254396,0.00001061227,0.0000138701,0.00008930924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291412,"threshold_uncertainty_score":0.9956164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380859073461404,"score_gpt":0.2854364511999705,"score_spread":0.2716278604653564,"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."}}