{"id":"W2971095030","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a1586","title":"Blood Eosinophil Counts in Patients with Marked FEV1 Reversibility and Fixed Airflow Obstruction","year":2019,"lang":"en","type":"article","venue":"","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Airflow; Eosinophil; Medicine; Immunology; Asthma; Physics","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":[0.0002652017,0.0005797894,0.0006173292,0.001199023,0.0006122645,0.0005688936,0.000377021,0.0009938651,0.002198336],"category_scores_gemma":[0.00227877,0.0002987073,0.0003252783,0.0006388434,0.0005626855,0.0006446952,0.0003729254,0.0007492272,0.0002693345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559735,"about_ca_system_score_gemma":0.0002344425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312374,"about_ca_topic_score_gemma":0.00149097,"domain_scores_codex":[0.9997657,0.00005031741,0.00003308748,0.00004043796,0.00004786453,0.00006257041],"domain_scores_gemma":[0.9991539,0.0003083039,0.0002170467,0.00003161716,0.0000457685,0.0002434766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00128739,0.00008696752,0.9773921,0.00002384063,0.00004040507,0.01704239,0.000140473,0.0001019017,0.001120253,0.00006876975,0.0001636246,0.002531827],"study_design_scores_gemma":[0.00004186029,0.0004984933,0.9779193,0.00001485656,0.0000510322,0.02025122,0.0003454815,0.0003582137,0.0002213523,0.00008808942,0.0001982698,0.00001175457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978593,0.0004795478,0.00005121106,0.00009202936,0.00002187616,0.000006891836,0.00007186131,0.000006634828,0.001410605],"genre_scores_gemma":[0.9995778,0.0001140838,0.00003326092,0.00003729016,0.00003206368,0.000002987713,0.0000804966,0.000001303771,0.000120755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002198336,"threshold_uncertainty_score":0.0073542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002363884278437982,"score_gpt":0.1738856862524204,"score_spread":0.1715218019739825,"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."}}