{"id":"W7042806372","doi":"","title":"Prevalence of asthma symptoms among adults aged 20â44 years in Canada","year":2001,"lang":"en","type":"article","venue":"PubMed Central","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asthma; Epidemiology; MEDLINE; Population; Prevalence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503586,0.0002247352,0.0004906555,0.002573767,0.001593939,0.001129628,0.001034375,0.0005400581,0.003670913],"category_scores_gemma":[0.002146362,0.0003081162,0.0006961819,0.005526641,0.0003411491,0.0004798195,0.000595291,0.0006549781,0.0003671042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192858,"about_ca_system_score_gemma":0.02163778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920987,"about_ca_topic_score_gemma":0.9939033,"domain_scores_codex":[0.9992636,0.00002378806,0.00009876913,0.000109959,0.0003222034,0.0001817235],"domain_scores_gemma":[0.9975972,0.0001180161,0.000461989,0.00004182475,0.001249522,0.0005314829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008839884,0.00001874392,0.9926314,0.00008039891,0.00005378848,0.00008801324,0.0001444092,0.00004868286,0.00008624385,0.00004519667,0.003062482,0.003652338],"study_design_scores_gemma":[0.000005306361,0.000009198013,0.9982528,0.00003843215,0.00002823367,0.00006053207,0.000416683,0.0001059936,0.0000255819,0.00001000492,0.001042395,0.000004698164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161009,0.004622183,0.00009510473,0.001131014,0.00008173558,0.00007432158,0.07081735,0.00004192239,0.007035526],"genre_scores_gemma":[0.9839901,0.002383887,0.0001259737,0.0001810054,0.00002340817,0.00002640575,0.01109753,0.000005795331,0.00216597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192858,"threshold_uncertainty_score":0.08654827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007340934129597527,"score_gpt":0.1908628338929862,"score_spread":0.1835218997633886,"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."}}