{"id":"W2793251249","doi":"10.1002/rcr2.295","title":"Eosinophilia as a treatable trait in three patients with asthma and COPD","year":2018,"lang":"en","type":"article","venue":"Respirology Case Reports","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Eosinophilia; Exacerbation; COPD; Asthma; Lung function; Intensive care medicine; Pulmonary disease; Internal medicine; Trait; Asthma exacerbations; Disease; Pulmonary function testing; Physical therapy; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000172223,0.0001986519,0.0003930902,0.0001840958,0.0001070594,0.0000111034,0.00002027372,0.0001678967,0.0002497361],"category_scores_gemma":[0.0001406128,0.0001411294,0.00004526466,0.0001888856,0.000428358,0.00008317402,0.00004061965,0.0001477593,0.00001588348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004230573,"about_ca_system_score_gemma":0.0002129714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771876,"about_ca_topic_score_gemma":0.0008010947,"domain_scores_codex":[0.9985357,0.00005264211,0.0003693037,0.0004934202,0.0001960159,0.000352917],"domain_scores_gemma":[0.998975,0.00004140008,0.0001539236,0.0004239389,0.0001290057,0.0002767349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009537159,0.0003290197,0.794017,0.0000378238,0.00003657474,0.1928431,0.00008587191,8.307198e-7,0.0001182068,0.00002093679,0.0002849389,0.01127205],"study_design_scores_gemma":[0.002530399,0.003770269,0.8943039,0.00007617483,0.00008720577,0.07857191,0.00003323662,0.00001437995,0.0001504915,0.0001621573,0.02012512,0.000174732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959405,0.0005503849,0.00001073793,0.0001855559,0.00007888494,0.0005111041,0.00000752627,0.00004563212,0.002669688],"genre_scores_gemma":[0.9986022,0.000004300342,0.0001003695,0.0008389016,0.0001372966,0.00003327867,0.00001676749,0.00002749603,0.0002393703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142712,"threshold_uncertainty_score":0.5755091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007983441169898572,"score_gpt":0.251687737772184,"score_spread":0.2437042966022854,"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."}}