{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008304873,0.0002432034,0.0003064093,0.0007588602,0.0003115058,0.000305309,0.0001645969,0.0005503286,0.0007273479],"category_scores_gemma":[0.0006727621,0.000251108,0.0001499599,0.0001736095,0.0005666089,0.0002439563,0.0003272232,0.0002118001,0.000219193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167539,"about_ca_system_score_gemma":0.0001043701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008834274,"about_ca_topic_score_gemma":0.001975114,"domain_scores_codex":[0.9996642,0.0001142632,0.00003955696,0.00006185746,0.00007700341,0.0000431707],"domain_scores_gemma":[0.9996959,0.0000707352,0.00006888115,0.00002747302,0.00005730792,0.00007972086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002056344,0.0001867295,0.4663364,0.0001928171,0.00006743677,0.005638015,0.0007648627,0.0002720445,0.5096827,0.00006271643,0.0001443556,0.01459554],"study_design_scores_gemma":[0.00001443735,0.0006013117,0.9805189,0.00002896443,0.00003091551,0.005484189,0.0004341875,0.0009557525,0.0113179,0.00005476971,0.0005506024,0.000007881782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979324,0.001203541,0.0004429174,0.0000202234,0.000004749463,0.00002038856,0.0000274998,0.000006859005,0.000341445],"genre_scores_gemma":[0.9985586,0.0003758436,0.0007028142,0.00003218242,0.000007969188,0.00001414197,0.00006680243,0.000001532918,0.0002402205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008834274,"threshold_uncertainty_score":0.004392087,"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."}}