{"id":"W4396503366","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5220","title":"CT Mucus Score Predicts Response to 6-weeks ICS/LABA/LAMA in Moderate Asthma","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":"Western University","funders":"","keywords":"Lama; Asthma; Mucus; Medicine; Internal medicine; Biology; Pulmonary disease","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":[0.0006441099,0.0004809389,0.0005311212,0.0004891059,0.0003530263,0.0008311784,0.0003956989,0.001047516,0.002579207],"category_scores_gemma":[0.002162676,0.000196449,0.0008848479,0.0002488733,0.0003231313,0.0004908644,0.0004658192,0.0008863604,0.0004790323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003802992,"about_ca_system_score_gemma":0.0003022029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845513,"about_ca_topic_score_gemma":0.004790322,"domain_scores_codex":[0.9995648,0.0001062818,0.00005752133,0.00005497813,0.0001003125,0.0001159767],"domain_scores_gemma":[0.9987383,0.0003442134,0.0003388129,0.00003866216,0.00009195614,0.0004480198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758748,0.0001723666,0.9927558,0.00002968385,0.0001131043,0.0001501082,0.00003319402,0.0001320599,0.00106277,0.00002024975,0.0002218661,0.00355006],"study_design_scores_gemma":[0.00002422936,0.0004310411,0.9983006,0.00001520216,0.00006372169,0.0002575104,0.0001059629,0.0004390275,0.0001443267,0.00002281033,0.000189896,0.000005684541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968328,0.001111203,0.00005119738,0.0001637203,0.00003627219,0.00001537031,0.0002108852,0.00001108108,0.001567664],"genre_scores_gemma":[0.9991419,0.0001086347,0.00005384848,0.0000467941,0.00002963213,0.000004121021,0.0002935305,0.000001417262,0.0003200121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002845513,"threshold_uncertainty_score":0.008628309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901006634782152,"score_gpt":0.287479561685606,"score_spread":0.2684694953377844,"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."}}