{"id":"W4410268552","doi":"10.1164/ajrccm.2025.211.abstracts.a1352","title":"Biomarkers Poorly Distinguish Nasal Polyposis History in Patients Participating in Asthma Clinical Trials: Findings from the ORACLE2 Patient-level Meta-analysis","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Asthma; Clinical trial; MEDLINE; Meta-analysis; Intensive care medicine; 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":[0.04728569,0.002539937,0.01164572,0.002683861,0.0006838774,0.004206488,0.002123063,0.002431217,0.002938544],"category_scores_gemma":[0.09980518,0.001103568,0.03976056,0.003828652,0.001034775,0.002126458,0.00173611,0.002391881,0.0002754574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001809,"about_ca_system_score_gemma":0.001254392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657479,"about_ca_topic_score_gemma":0.004741474,"domain_scores_codex":[0.9388435,0.04330424,0.008939637,0.004986345,0.003214013,0.0007123405],"domain_scores_gemma":[0.8640509,0.1135392,0.0127979,0.005818598,0.003000873,0.0007925773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007984148,0.00002768863,0.04630358,0.03336973,0.9051991,0.0001141824,0.00005837262,0.0007579398,0.0002443531,0.0001654892,0.0006282032,0.005147334],"study_design_scores_gemma":[0.001832643,0.0004195242,0.02435127,0.002772157,0.967593,0.0001662215,0.00003819974,0.0008078663,0.0001629833,0.0005926407,0.001232374,0.0000312342],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0803543,0.9073293,0.004673197,0.001562264,0.000662182,0.0005405675,0.003415772,0.0001215227,0.001340827],"genre_scores_gemma":[0.9443495,0.04573029,0.003933575,0.002067785,0.0006164459,0.0007314559,0.00214164,0.00008678374,0.0003425977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04728569,"threshold_uncertainty_score":0.2500736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437225200088639,"score_gpt":0.4215066565178239,"score_spread":0.2777841365089601,"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."}}