{"id":"W4396504045","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5259","title":"Navigating Non-T2 Asthma: Impact of Bacterial Colonization and Inflammatory Subtype on Asthma Exacerbations","year":2024,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Asthma; Colonization; Asthma exacerbations; Medicine; Immunology; Microbiology; Biology","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":[0.0008648793,0.0003864053,0.0006231154,0.0002423673,0.0006881305,0.001657401,0.0005778703,0.0009142474,0.006032913],"category_scores_gemma":[0.004240381,0.000162126,0.0008657554,0.0002285274,0.0003029211,0.00117904,0.001123709,0.001450365,0.0006416842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153825,"about_ca_system_score_gemma":0.001114115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050508,"about_ca_topic_score_gemma":0.009523813,"domain_scores_codex":[0.9991311,0.0002656963,0.00006866369,0.0001266543,0.0001219874,0.0002859378],"domain_scores_gemma":[0.9980862,0.0006366674,0.0004803297,0.00008042241,0.0001401868,0.0005762824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00245965,0.001041024,0.9302472,0.0003247092,0.000542209,0.0004701391,0.0008267617,0.0006459936,0.003845257,0.0003122179,0.0009678561,0.05831691],"study_design_scores_gemma":[0.00008942287,0.001897081,0.98386,0.0003509849,0.0004552703,0.00139704,0.004196001,0.002378689,0.0007872106,0.001386177,0.003169435,0.00003276208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933978,0.002385814,0.0002422296,0.0006643837,0.00004845951,0.00002736268,0.0001852797,0.00001571504,0.003032885],"genre_scores_gemma":[0.9979686,0.0005787804,0.0004040063,0.0001687623,0.00004244578,0.00001176883,0.0001574385,0.000009023855,0.000659249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006032913,"threshold_uncertainty_score":0.02018213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009125418622730216,"score_gpt":0.3011670889394988,"score_spread":0.2920416703167686,"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."}}