{"id":"W4404989613","doi":"10.1111/vco.13032","title":"Do Pre‐Treatment Biopsy Characteristics Predict Early Tumour Progression in Feline Diffuse Large B Cell Nasal Lymphoma Treated With Radiotherapy?","year":2024,"lang":"en","type":"article","venue":"Veterinary and Comparative Oncology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Center for Advancing Translational Sciences; University of California, Davis; Center for Companion Animal Health, University of California, Davis; National Institutes of Health","keywords":"Medicine; Lymphoma; Mitotic index; Biopsy; CD20; Chemotherapy; Pathology; Non-Hodgkin's lymphoma; Hazard ratio; Population; Progression-free survival; Radiation therapy; Nasal cavity; Internal medicine; Confidence interval; Surgery","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":[0.0009096846,0.0001885008,0.0004141574,0.0004320034,0.0001733521,0.0004932069,0.0002878302,0.0006913636,0.00105925],"category_scores_gemma":[0.002242693,0.0001256199,0.0004166206,0.0002227572,0.0002320291,0.0005286164,0.0001962904,0.00039023,0.0002323175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882209,"about_ca_system_score_gemma":0.0001535277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152173,"about_ca_topic_score_gemma":0.001955919,"domain_scores_codex":[0.9996897,0.0001011595,0.00002618602,0.00006296454,0.00007107177,0.0000489341],"domain_scores_gemma":[0.9984018,0.0005979055,0.000641813,0.00006945025,0.0001384347,0.0001505356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008724998,0.00005289118,0.9908457,0.00003041015,0.00004241054,0.0001510005,0.00004024148,0.0001209609,0.001694195,0.000008693588,0.00005507911,0.006085834],"study_design_scores_gemma":[0.000007552012,0.0004672706,0.9975625,0.00001338306,0.00004188596,0.0006361817,0.00008172664,0.0005691237,0.0003811737,0.00002278573,0.0002127368,0.000003655043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987778,0.000757769,0.0001177682,0.00003467596,0.0000045437,0.000008172744,0.00006270878,0.000002525976,0.0002339069],"genre_scores_gemma":[0.9995993,0.0001281143,0.00007009166,0.00001471655,0.000005325024,0.000003652147,0.0001089513,0.000001049334,0.00006870733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001152173,"threshold_uncertainty_score":0.004810929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06268608625618584,"score_gpt":0.3926467089984458,"score_spread":0.32996062274226,"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."}}