{"id":"W3156321389","doi":"10.1111/resp.14058","title":"Is ethnicity a ‘treatable trait’ in asthma?","year":2021,"lang":"en","type":"article","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ethnic group; Asthma; Trait; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001152267,0.0001159332,0.000330496,0.0001061262,0.00003450528,0.000005515611,0.00005831186,0.0001731215,0.001974906],"category_scores_gemma":[0.0001623964,0.00009979759,0.0001464194,0.0002798473,0.00008817978,0.00003587965,0.00005091476,0.0002206858,0.0001420374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001168,"about_ca_system_score_gemma":0.0003066605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005231749,"about_ca_topic_score_gemma":0.0001297108,"domain_scores_codex":[0.9988683,0.0001275869,0.00022175,0.0003263646,0.0001321779,0.0003238614],"domain_scores_gemma":[0.9993602,0.00006441659,0.00003460467,0.0003210308,0.00006033816,0.0001594319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002170136,0.002831181,0.7146494,0.0004356821,0.0002429288,0.01738126,0.001368509,0.00006711522,0.07853892,0.00155213,0.03335174,0.147411],"study_design_scores_gemma":[0.002171683,0.000367732,0.6217546,0.00004062503,0.00003790155,0.0002623373,0.0001210046,0.00007509932,0.005934247,0.0002705367,0.3688377,0.0001266057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804152,0.003462959,0.00003436128,0.004181561,0.00008016408,0.0001188352,0.00001876347,0.00004064187,0.01164753],"genre_scores_gemma":[0.9841042,0.00006653271,0.0001733746,0.01165581,0.0001631715,0.00001945448,0.00001878934,0.00001842822,0.003780239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3354859,"threshold_uncertainty_score":0.9989374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642408856605146,"score_gpt":0.3170093415324623,"score_spread":0.2905852529664109,"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."}}