{"id":"W2144582719","doi":"10.1177/0300985810379428","title":"Classification of Canine Malignant Lymphomas According to the World Health Organization Criteria","year":2010,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":447,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hematopathology; Medicine; Canine Lymphoma; Medical diagnosis; Lymphoma; Test (biology); Pathology; Veterinary medicine","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":[0.01025559,0.0003787859,0.0004781493,0.009629304,0.0004437264,0.0006794239,0.0005658846,0.0003585985,0.001053197],"category_scores_gemma":[0.02286137,0.0002344005,0.0004054202,0.002724594,0.0007718244,0.0008831953,0.0006248385,0.0002591787,0.0003352478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250761,"about_ca_system_score_gemma":0.0005413745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861361,"about_ca_topic_score_gemma":0.002172603,"domain_scores_codex":[0.9936498,0.002260579,0.001183481,0.0005624457,0.001859896,0.0004838271],"domain_scores_gemma":[0.9830863,0.007007415,0.003699264,0.001582863,0.004181731,0.000442389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006019608,0.0001085592,0.9727255,0.0001120473,0.00009505892,0.0003001124,0.0005052472,0.0005046672,0.001607501,0.000261851,0.0006485005,0.02252884],"study_design_scores_gemma":[0.0000666621,0.0009129107,0.9847306,0.00008016253,0.0001094744,0.002465987,0.0007730775,0.004801301,0.001717378,0.0004079559,0.003902042,0.00003249124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854681,0.001518392,0.00624171,0.0000716611,0.00006089,0.0006706699,0.001337492,0.00005462477,0.004576431],"genre_scores_gemma":[0.9869065,0.0005330219,0.009483748,0.00003401247,0.00004264049,0.0003967003,0.002125953,0.00003285181,0.0004445649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025559,"threshold_uncertainty_score":0.05423737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07678101483984262,"score_gpt":0.402041110557829,"score_spread":0.3252600957179864,"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."}}