{"id":"W2970586544","doi":"10.1016/j.aller.2019.05.006","title":"Prevalence of and factors associated with underdiagnosis of pediatric asthma in Batumi, Georgia","year":2019,"lang":"en","type":"article","venue":"Allergologia et Immunopathologia","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Asthma; Family medicine; Pediatrics; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004934533,0.0001828665,0.0002051987,0.0006822261,0.0004414538,0.0004238737,0.0004824315,0.0004407094,0.0008851206],"category_scores_gemma":[0.002341636,0.0002446885,0.0001825888,0.0006942311,0.0003502757,0.0002470194,0.000595715,0.0005677308,0.0001465693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096145,"about_ca_system_score_gemma":0.001116502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08321813,"about_ca_topic_score_gemma":0.1304698,"domain_scores_codex":[0.9992751,0.0001792241,0.0000581658,0.0001075537,0.0002092772,0.0001706379],"domain_scores_gemma":[0.9984397,0.0001820778,0.0008688709,0.00005497724,0.0001562032,0.0002981975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001108607,0.00001081395,0.9988908,0.000007242685,0.000004363861,0.0001070541,0.000113948,0.00001633103,0.00009908176,0.000006471104,0.00009170174,0.0006411134],"study_design_scores_gemma":[7.24945e-7,0.00001157326,0.999507,0.000007489619,0.000002372517,0.0001751498,0.0001703727,0.00005027355,0.00000986743,0.00000305842,0.00006129991,8.649943e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992144,0.0002221442,0.00001884378,0.0001345443,0.000004590231,0.000006068253,0.00008625323,0.000003350805,0.0003096559],"genre_scores_gemma":[0.999562,0.0001430353,0.00005957788,0.00004126127,0.000004427214,0.000005156864,0.0001315445,0.000001060109,0.00005196876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08321813,"threshold_uncertainty_score":0.1654675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666903936550803,"score_gpt":0.2581819578133289,"score_spread":0.2415129184478208,"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."}}