{"id":"W3033091599","doi":"10.1111/vcp.12874","title":"Marginal zone lymphoma in a dog","year":2020,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Guelph; University of Saskatchewan","funders":"","keywords":"Lymphoma; Histopathology; Marginal zone; Medicine; Lymph node; Canine Lymphoma; Pathology; Generalized lymphadenopathy; Population; Chemotherapy; Cytology; Presentation (obstetrics); Radiology; Internal medicine; Immunology; B cell; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009527938,0.0002200404,0.0009097151,0.0001494705,0.00004320314,0.000007801597,0.0002799698,0.0004621006,0.0006779482],"category_scores_gemma":[0.001042498,0.0002054038,0.0002179926,0.0003893064,0.0006100216,0.00007616588,0.0004708797,0.0007038995,0.001129022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007697274,"about_ca_system_score_gemma":0.0001915526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008018145,"about_ca_topic_score_gemma":0.000002096429,"domain_scores_codex":[0.9966197,0.0008742038,0.0008999205,0.0007781141,0.0002180321,0.0006100371],"domain_scores_gemma":[0.9983454,0.0005324939,0.00009997666,0.0004489017,0.00006145304,0.0005117863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01783097,0.002739474,0.468107,0.0003107137,0.00009564746,0.3123029,0.0004892824,0.000003121523,0.09443419,0.0001362825,0.003839087,0.09971135],"study_design_scores_gemma":[0.009712265,0.04379657,0.8523484,0.00004918532,0.00003380115,0.03048997,0.00008835852,0.0006026453,0.00002125542,0.00007205131,0.06254208,0.0002433841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766142,0.0001992723,0.0002986343,0.01851784,0.0003347805,0.0004517592,0.000009124303,0.000117629,0.003456707],"genre_scores_gemma":[0.9831128,0.0001636095,0.006899157,0.008796407,0.0005242371,0.00005905709,0.00002129129,0.00003937645,0.0003841077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3842415,"threshold_uncertainty_score":0.9996487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181421808751063,"score_gpt":0.4705729002492554,"score_spread":0.2524307193741491,"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."}}