{"id":"W2062584619","doi":"10.1002/ppul.21537","title":"Fifty years of pediatric asthma in developed countries: How reliable are the basic data sources?","year":2011,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"Health Canada; Ministry of Health, British Columbia; Public Health Agency","keywords":"Medicine; Asthma; Epidemiology; Pediatrics; Christian ministry; Population; Demography; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004577709,0.0002009666,0.0004748479,0.0003824718,0.00006742436,0.00001095586,0.0006909374,0.0002348578,0.0002034244],"category_scores_gemma":[0.0006143354,0.0001509565,0.00007170619,0.0008468303,0.0001640608,0.0001540186,0.0003518378,0.0003419574,0.0001152679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146123,"about_ca_system_score_gemma":0.000619059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209049,"about_ca_topic_score_gemma":0.00006489918,"domain_scores_codex":[0.9982154,0.0001132019,0.000434682,0.0004929694,0.0002713027,0.000472481],"domain_scores_gemma":[0.9980845,0.0001993422,0.0003799006,0.00107623,0.0001220003,0.0001380137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001977268,0.0002077455,0.9903847,0.0001427091,0.00001966402,0.0002262663,0.0003471099,0.000002141106,0.000003498315,0.0000317889,0.006867776,0.001568876],"study_design_scores_gemma":[0.001030835,0.0001822745,0.9632853,0.000009806889,0.0002145083,0.00003696148,0.0006788512,0.00004327387,0.00002082324,0.00007262916,0.03424537,0.0001793681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903283,0.007732431,0.00004332056,0.0006154313,0.0002917861,0.0003823957,0.00008525897,0.00005315011,0.0004679836],"genre_scores_gemma":[0.9950573,0.002930088,0.0002829537,0.000414837,0.0008461823,0.00002986187,0.00004637389,0.00003363366,0.0003587913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0273776,"threshold_uncertainty_score":0.6155829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295560640987261,"score_gpt":0.2617557285781504,"score_spread":0.2188001221682778,"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."}}