{"id":"W2145074183","doi":"10.12927/hcpol.2013.23398","title":"The Rising Prevalence of Asthma: True Increase, Diagnostic Exchange or Diagnostic Accuracy?","year":2013,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"University of Manitoba","keywords":"Asthma; Medicine; Environmental health; Bronchitis; Diagnostic test; Diagnostic accuracy; Chronic bronchitis; Demography; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006103429,0.0005191182,0.0007189066,0.0002583836,0.0006492562,0.00008834995,0.000493329,0.0003559869,0.001614127],"category_scores_gemma":[0.05841597,0.0003427516,0.0002656019,0.0008956605,0.0009240214,0.0003518752,0.0002652706,0.0006216656,0.001032599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682175,"about_ca_system_score_gemma":0.003459388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04162758,"about_ca_topic_score_gemma":0.001111247,"domain_scores_codex":[0.9948335,0.001160444,0.001134178,0.0005774337,0.000705264,0.001589223],"domain_scores_gemma":[0.9726804,0.02328573,0.0006328914,0.001205546,0.0006563205,0.001539139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002311991,0.0005984906,0.09067116,0.02101482,0.00009826494,0.0002943358,0.001848155,0.000008514849,0.00003814243,0.002870365,0.03386283,0.8484637],"study_design_scores_gemma":[0.001523309,0.001717164,0.7984104,0.009163929,0.0002539912,0.0002366142,0.001494416,0.0001876324,0.0001802522,0.0007423617,0.1856177,0.0004722556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4010864,0.4995238,0.00004368441,0.09190442,0.002123884,0.003677026,0.000685772,0.0001131373,0.0008419578],"genre_scores_gemma":[0.890736,0.09036823,0.00006707026,0.004933672,0.005881852,0.0005172509,0.00001967942,0.00009577172,0.007380425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8479915,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696424980519891,"score_gpt":0.3445052134220192,"score_spread":0.3175409636168203,"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."}}