{"id":"W4200400415","doi":"10.1177/03009858211048635","title":"Bronchial brush cytology, endobronchial biopsy, and SALSA immunohistochemistry in severe equine asthma","year":2021,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Pathology; Bronchoalveolar lavage; Biomarker; Immunohistochemistry; Cytology; Asthma; Inflammation; Biopsy; Lung; Internal medicine; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008138153,0.000543854,0.0008974415,0.000303513,0.0001889699,0.00005635555,0.000579069,0.0006528733,0.002186478],"category_scores_gemma":[0.0008333115,0.0005901779,0.0002120862,0.0005224689,0.0009472089,0.0002371622,0.002087964,0.001263547,0.0002146677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142856,"about_ca_system_score_gemma":0.0003406722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008519213,"about_ca_topic_score_gemma":0.00001056693,"domain_scores_codex":[0.9950046,0.001002686,0.0008468251,0.001367622,0.0004430853,0.001335205],"domain_scores_gemma":[0.9978831,0.0004367033,0.0001559364,0.001029761,0.0001181484,0.000376349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002135596,0.0003814563,0.003050673,0.0002222149,0.00004479997,0.124356,0.0002637013,0.000001205929,0.8587037,0.0002472215,0.0004236464,0.01016977],"study_design_scores_gemma":[0.009466874,0.02313997,0.164319,0.0003060273,0.00005164441,0.7666414,0.000631068,0.0002881781,0.002122619,0.001625448,0.02962782,0.001779938],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870477,0.002516968,0.0001043074,0.0009758863,0.000814405,0.0003148352,0.0001205909,0.0001623057,0.007942951],"genre_scores_gemma":[0.9945062,0.0002406505,0.003048074,0.0003159093,0.0004254982,0.000146137,0.0001932673,0.00008599934,0.001038299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565812,"threshold_uncertainty_score":0.9996549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583513761122117,"score_gpt":0.3716119560070332,"score_spread":0.3132605798948215,"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."}}