{"id":"W2910135413","doi":"10.1111/vcp.12698","title":"Bronchoalveolar lavage hemosiderosis in dogs and cats with respiratory disease","year":2019,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bronchoalveolar lavage; Medicine; Hemosiderosis; Hemosiderin; CATS; Cytology; Pathology; Respiratory disease; Respiratory system; Gastroenterology; Internal medicine; 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":[0.0004099531,0.0002096093,0.0005561676,0.0001078999,0.00003932303,0.0000125305,0.00009775642,0.0001913186,0.0001474252],"category_scores_gemma":[0.0001350403,0.0001693654,0.0001391079,0.00009418126,0.000316779,0.0001160117,0.0001459103,0.0004185085,0.0001152415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004063601,"about_ca_system_score_gemma":0.0001099379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002620262,"about_ca_topic_score_gemma":0.000006072914,"domain_scores_codex":[0.9980516,0.0002944632,0.0005205097,0.0006389948,0.0001543344,0.0003401141],"domain_scores_gemma":[0.9987406,0.0002141172,0.00009583621,0.0004997812,0.00004457281,0.0004051249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01933186,0.0006689257,0.95772,0.0003700487,0.00003126738,0.01047724,0.0000764462,0.000002024931,0.008444716,0.000118352,0.0003097903,0.002449258],"study_design_scores_gemma":[0.003176874,0.0225952,0.9663162,0.0003931732,0.00009612495,0.0003987633,0.00004268938,0.00006099645,0.00001668713,0.00009357442,0.006567446,0.0002422274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961504,0.001287173,0.00001266663,0.000713371,0.0002873768,0.0004788844,0.00003407697,0.00005094868,0.0009851536],"genre_scores_gemma":[0.9950257,0.0001856902,0.0002880735,0.003960465,0.0001700943,0.00003346449,0.00002216185,0.00003431146,0.000280022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02192627,"threshold_uncertainty_score":0.6906519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957282146312405,"score_gpt":0.3419496197801816,"score_spread":0.3023767983170575,"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."}}