{"id":"W4396586771","doi":"10.14740/jocmr5162","title":"The Determinants of Eosinophilia in Patients With Severe Asthma","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilia; Asthma; Intensive care medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004833353,0.0002314575,0.000300496,0.000583761,0.0003623955,0.0005889359,0.000274069,0.0003764143,0.001860536],"category_scores_gemma":[0.002880177,0.0001589988,0.0002930025,0.001008463,0.0002722379,0.0004561124,0.0004173488,0.0007660489,0.0002014639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950297,"about_ca_system_score_gemma":0.0003461432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013167,"about_ca_topic_score_gemma":0.00168578,"domain_scores_codex":[0.999477,0.0001311003,0.00008624051,0.00008594642,0.0001254201,0.00009427132],"domain_scores_gemma":[0.9973311,0.0004492141,0.001472762,0.00007874158,0.0002222291,0.0004459964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003463301,0.000008719913,0.9993472,0.000006797789,0.00001115517,0.00007779872,0.00001240905,0.00001498591,0.00004745659,0.000009166522,0.0000620984,0.0003676143],"study_design_scores_gemma":[0.000002739089,0.00003872142,0.9990842,0.000006300912,0.00001020632,0.0005795054,0.00007549967,0.00006288969,0.00001578211,0.00001727793,0.0001053236,0.000001565289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99757,0.000793062,0.00007509613,0.0001368336,0.00001189965,0.0000142505,0.0004563761,0.000003646882,0.0009389125],"genre_scores_gemma":[0.9994133,0.0001490364,0.00004533367,0.00002755472,0.00002282165,0.000006213192,0.0002986113,0.000001027326,0.00003605241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860536,"threshold_uncertainty_score":0.006224096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09977969454259798,"score_gpt":0.5006011136151518,"score_spread":0.4008214190725538,"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."}}