{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06438696,0.0004816082,0.001333741,0.003086344,0.0009362917,0.003797959,0.001940358,0.001869593,0.002966708],"category_scores_gemma":[0.2248502,0.0004666467,0.000824534,0.005100242,0.003661262,0.005358824,0.002505119,0.002130122,0.0004802839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858035,"about_ca_system_score_gemma":0.0008908127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320938,"about_ca_topic_score_gemma":0.003499017,"domain_scores_codex":[0.9301131,0.04292275,0.006238281,0.006590641,0.01135853,0.002776648],"domain_scores_gemma":[0.682521,0.2379455,0.0486903,0.02157839,0.007898302,0.001366431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003609206,0.00003042317,0.9773967,0.0002121682,0.000445355,0.0004890941,0.001530856,0.0002240832,0.0003273402,0.001832832,0.0005893013,0.01656093],"study_design_scores_gemma":[0.00003291038,0.0002868492,0.9750997,0.0001991788,0.0006246171,0.003538702,0.003686435,0.004890239,0.001400954,0.007152149,0.003030222,0.00005803614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934746,0.01207394,0.01392586,0.02351015,0.0005333613,0.0001938014,0.001335678,0.0001337127,0.01354762],"genre_scores_gemma":[0.9965178,0.0003877521,0.00117581,0.001255593,0.0003047896,0.00001460184,0.0001776041,0.00001069866,0.0001553215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06438696,"threshold_uncertainty_score":0.3405148,"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."}}