{"id":"W2079057462","doi":"10.1371/journal.pone.0095899","title":"Asthma and Chronic Obstructive Pulmonary Disease (COPD) Prevalence and Health Services Use in Ontario Métis: A Population-Based Cohort Study","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Health Sciences Centre; Hospital for Sick Children; Métis National Council; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Medicine; COPD; Asthma; Population; Cohort; Emergency department; Cohort study; Environmental health; Family medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005496248,0.0003924032,0.0005338737,0.001036057,0.002458889,0.0009620636,0.001081659,0.0005074123,0.001486981],"category_scores_gemma":[0.001101743,0.0004723771,0.0009114258,0.003496753,0.0005115028,0.0004479777,0.0009839582,0.0005995336,0.0002744476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01455569,"about_ca_system_score_gemma":0.01305721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717982,"about_ca_topic_score_gemma":0.9833158,"domain_scores_codex":[0.9991783,0.00005002344,0.00005589572,0.0001448607,0.0003359422,0.0002349515],"domain_scores_gemma":[0.998894,0.00002850602,0.0002950989,0.00006225194,0.0004295712,0.0002906887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006053162,0.00003560789,0.9972671,0.00003201079,0.00007411751,0.00007349486,0.0005951402,0.00002111843,0.0001692833,0.00002255065,0.0008531622,0.0007959296],"study_design_scores_gemma":[0.000006974675,0.00001279184,0.9993332,0.000009622446,0.00001654606,0.00002057633,0.0002331883,0.00004550611,0.000008003631,0.000004139924,0.000306725,0.000002710493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884815,0.000491416,0.0001035069,0.0003114029,0.00001271044,0.0001601373,0.008543346,0.00001168587,0.001884309],"genre_scores_gemma":[0.9943351,0.0003374723,0.0001932111,0.0001290769,0.00001081483,0.00012278,0.00390133,0.000004725028,0.000965464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820176,"threshold_uncertainty_score":0.1056094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117854171183479,"score_gpt":0.2782255626028349,"score_spread":0.2470470208910001,"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."}}