{"id":"W2970842284","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a1066","title":"Linking Gene Signatures with Eosinophil Cell Counts Thresholds for Severe Asthma Endotypes, from Bronchial to Blood","year":2019,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Asthma; Eosinophil; Immunology; Medicine; Cell; Blood cell; Biology; Genetics","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":[0.0003481692,0.0002442268,0.0003967068,0.0006177968,0.0002067258,0.0008343124,0.0001550344,0.0005067028,0.001919217],"category_scores_gemma":[0.001160107,0.0001440206,0.0003621297,0.0004334767,0.0002591444,0.0002475596,0.0003893503,0.0006211826,0.0005073966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124111,"about_ca_system_score_gemma":0.000136355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003476443,"about_ca_topic_score_gemma":0.0005080279,"domain_scores_codex":[0.9997168,0.00004318911,0.00002163497,0.00009573758,0.00004603942,0.0000765345],"domain_scores_gemma":[0.9989908,0.0004504987,0.0002468426,0.00007472068,0.00008329226,0.000153801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003939895,0.0001568935,0.7521341,0.0001056257,0.0002117678,0.0003254097,0.0002168884,0.0006722134,0.2253776,0.0002152412,0.000488253,0.01615609],"study_design_scores_gemma":[0.0000145902,0.0002922836,0.9851906,0.00001278576,0.00008914003,0.0004550494,0.000282927,0.001199623,0.01159322,0.0003764319,0.0004809638,0.00001242997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977982,0.000285122,0.0007121389,0.00005723176,0.00001739743,0.000008791125,0.0005958303,0.00002168334,0.0005037522],"genre_scores_gemma":[0.9982578,0.00009123072,0.0004868333,0.00007362529,0.00001497993,0.00001251796,0.0005700581,0.000009197498,0.0004837575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919217,"threshold_uncertainty_score":0.006420374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005993555605010327,"score_gpt":0.2208207970555719,"score_spread":0.2148272414505616,"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."}}