{"id":"W2016028728","doi":"10.1371/journal.pone.0034967","title":"Describing and Quantifying Asthma Comorbidty: A Population Study","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Comorbidity; Asthma; Medicine; Population; Disease; National Comorbidity Survey; Pediatrics; Psychiatry; Internal medicine; Environmental health","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":[0.003242756,0.000498362,0.000428067,0.001651612,0.002089637,0.001117399,0.0008397567,0.0008119785,0.0008507911],"category_scores_gemma":[0.006282179,0.0005879413,0.001096167,0.002998962,0.0009208758,0.0008281096,0.001524259,0.00108957,0.0002053941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310536,"about_ca_system_score_gemma":0.003568738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2772547,"about_ca_topic_score_gemma":0.3519596,"domain_scores_codex":[0.9970936,0.001294027,0.0002059744,0.0004800495,0.000548585,0.0003777715],"domain_scores_gemma":[0.9969078,0.0006069043,0.001083476,0.0004378507,0.0006406569,0.0003232816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005415007,0.0001079918,0.9978015,0.00001366264,0.000105726,0.00003917027,0.0004233945,0.00002588792,0.00008243366,0.0000219846,0.0001847174,0.001139342],"study_design_scores_gemma":[0.00001969413,0.0002057394,0.9981639,0.000009731401,0.00009850361,0.0001338257,0.0008953981,0.0001004092,0.00002761929,0.00002742797,0.0003085117,0.000009345147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981149,0.0001661761,0.0003219429,0.00005567926,0.00000475413,0.0001345916,0.0008305416,0.000004904092,0.0003664657],"genre_scores_gemma":[0.997963,0.0001630644,0.0005752378,0.0000787527,0.00001143671,0.0001730542,0.0009099249,0.000002926707,0.0001225961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772547,"threshold_uncertainty_score":0.5512818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197326243885286,"score_gpt":0.3137019058256528,"score_spread":0.1163756619403668,"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."}}