{"id":"W3157592926","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1614","title":"Worldwide Characterization of Severe Asthma Patients Eligible for Both Anti-IL5 and Anti-IgE: Data from the International Severe Asthma Registry (ISAR)","year":2021,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Asthma; Immunoglobulin E; Immunology; Allergic asthma; Intensive care medicine; Pediatrics; Antibody","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":[0.001086585,0.0002425552,0.0004973884,0.001389233,0.0002484851,0.0006069035,0.000491039,0.0004750184,0.003656277],"category_scores_gemma":[0.001820729,0.0001763203,0.0006673119,0.001917511,0.0001517399,0.0007163914,0.0009698254,0.0006791927,0.0007070529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680728,"about_ca_system_score_gemma":0.0005317346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005523125,"about_ca_topic_score_gemma":0.005562017,"domain_scores_codex":[0.9992675,0.0001567567,0.000135799,0.0001916389,0.0001014201,0.0001468939],"domain_scores_gemma":[0.9979736,0.0002035652,0.001134343,0.0001881865,0.0002347391,0.0002655497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506303,0.00001800803,0.9956543,0.00004735154,0.00008507263,0.00004102485,0.00003725046,0.00006485348,0.000190673,0.00007287203,0.001392974,0.002245023],"study_design_scores_gemma":[0.00001044267,0.00004493613,0.9985029,0.00003254068,0.00005292731,0.0001592325,0.0001424878,0.0001247745,0.00007094137,0.00003838053,0.0008161947,0.000004318777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614195,0.002430174,0.0004452401,0.0004093632,0.00003265031,0.0000591576,0.03078668,0.00003002628,0.004387123],"genre_scores_gemma":[0.9689643,0.0005566408,0.0002606486,0.0001802212,0.00003871698,0.00005727568,0.02943545,0.00001427745,0.00049242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005523125,"threshold_uncertainty_score":0.01223141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146367003491537,"score_gpt":0.276478460263965,"score_spread":0.2550147902290496,"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."}}