{"id":"W2006863914","doi":"10.4236/ojrd.2013.34021","title":"Multivariate Asthma Phenotypes in Adults: The Quebec City Case-Control Asthma Cohort","year":2013,"lang":"en","type":"article","venue":"Open Journal of Respiratory Diseases","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Atopy; Asthma; Medicine; Cohort; Spirometry; Cohort study; Allergy; Internal medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115786,0.0005245681,0.0004770756,0.001052259,0.001795706,0.0009869759,0.001130619,0.0006800153,0.003437024],"category_scores_gemma":[0.002423159,0.000297208,0.00045285,0.002257434,0.0004375087,0.0003187942,0.000582224,0.0007010163,0.0004578786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006503441,"about_ca_system_score_gemma":0.0045503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9337441,"about_ca_topic_score_gemma":0.9281886,"domain_scores_codex":[0.9991102,0.0001665502,0.00004607621,0.0003063899,0.0002061901,0.0001646315],"domain_scores_gemma":[0.9985672,0.0001356376,0.0002205958,0.0002542318,0.0005697751,0.0002526277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003895283,0.00009306993,0.9843073,0.00003039097,0.0001934713,0.0003157205,0.0003370382,0.0002345037,0.0008066828,0.0001601077,0.008126178,0.005005992],"study_design_scores_gemma":[0.00005547677,0.00004028853,0.9967905,0.0000181847,0.00005165183,0.0001457338,0.000210353,0.0004870709,0.00005122148,0.00003024997,0.002108638,0.00001066869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96851,0.0009120078,0.0009834797,0.0005765441,0.00004693392,0.0003049957,0.02625896,0.00004559519,0.002361538],"genre_scores_gemma":[0.9870675,0.0003594687,0.0006746182,0.0002302192,0.00002514292,0.0001562796,0.01022623,0.00001535416,0.001245183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06625587,"threshold_uncertainty_score":0.1332921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279215182608183,"score_gpt":0.279165243893154,"score_spread":0.2663730920670722,"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."}}