{"id":"W4391481210","doi":"10.18103/mra.v12i1.5052","title":"Eosinophilic bronchitis – Chronic cough with a treatable trait","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Eosinophilic; Chronic cough; Dermatology; Trait; Bronchitis; Pediatrics; Pathology; Internal medicine; Asthma; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004937528,0.0001802639,0.0003086407,0.0003710427,0.0002107395,0.00008046662,0.0002467837,0.00008722095,0.003958958],"category_scores_gemma":[0.0006080602,0.0001071716,0.0001256952,0.000563764,0.001632425,0.00009219208,0.0001194583,0.001034336,0.0002943279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009187023,"about_ca_system_score_gemma":0.003759342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008039219,"about_ca_topic_score_gemma":0.00008921264,"domain_scores_codex":[0.9960225,0.0002618975,0.000220694,0.0005241105,0.002111671,0.000859188],"domain_scores_gemma":[0.9972642,0.001004261,0.00001126898,0.0003619165,0.00004383715,0.001314493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004516179,0.000319252,0.001077038,0.0009961532,0.0001349265,0.008033333,0.0004953995,0.000001384831,0.001752357,0.001495236,0.01007365,0.9751697],"study_design_scores_gemma":[0.002205646,0.004731471,0.02881832,0.00512269,0.00007265639,0.0008677403,0.0002771556,0.003982486,0.001443247,0.001316258,0.9509079,0.0002543668],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7005167,0.1073278,0.002547623,0.02859949,0.0002544772,0.001843807,0.0001677953,0.0007424571,0.1579999],"genre_scores_gemma":[0.982051,0.002138199,0.0001835742,0.0002767652,0.001262872,0.0001562427,0.00005125586,0.0000588485,0.01382123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9749153,"threshold_uncertainty_score":0.9969516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951743641898411,"score_gpt":0.3702996668428415,"score_spread":0.3407822304238575,"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."}}