{"id":"W4403638286","doi":"10.54751/revistafoco.v17n10-101","title":"EMPREGO DA HISTOPATOLOGIA NO DIAGNÓSTICO DIFERENCIAL DE LESÕES NODULARES ESPLÊNICAS EM CÃES SUBMETIDOS A ESPLENECTOMIA","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001938764,0.0009248924,0.001921753,0.0006934101,0.0003776024,0.0007172708,0.001045639,0.0009048383,0.003760286],"category_scores_gemma":[0.005080854,0.0008363393,0.0007085552,0.0009787036,0.0007745612,0.0002625364,0.0008413583,0.002021986,0.005169745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777691,"about_ca_system_score_gemma":0.002609544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001811221,"about_ca_topic_score_gemma":0.00008566283,"domain_scores_codex":[0.9927444,0.001377351,0.001236866,0.001677979,0.000985023,0.001978385],"domain_scores_gemma":[0.9948146,0.002045864,0.0002157941,0.001601867,0.0004175031,0.0009043653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007201481,0.003365684,0.251489,0.03971877,0.003486238,0.09055235,0.01043252,0.0000122199,0.119747,0.01460891,0.3105317,0.1488542],"study_design_scores_gemma":[0.005143388,0.01096952,0.1095279,0.01105191,0.003425878,0.01093622,0.00125055,0.00926682,0.001066344,0.0002552263,0.8344603,0.002645925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023843,0.08555428,0.00115233,0.003053221,0.002051959,0.002566077,0.0003224405,0.0006582191,0.002257127],"genre_scores_gemma":[0.9719515,0.002997464,0.0008243701,0.0003731266,0.002220516,0.0005062381,0.0001297101,0.0002344127,0.02076271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5239286,"threshold_uncertainty_score":0.9994087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05825164377473998,"score_gpt":0.3769755137519314,"score_spread":0.3187238699771915,"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."}}