{"id":"W4402589044","doi":"10.1177/03009858241277982","title":"Standardized bone marrow assessment, risk variables, and survival in dogs with myelodysplastic syndrome and acute myeloid leukemia","year":2024,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Medicine; Myelodysplastic syndromes; Internal medicine; Myeloid; Myeloid leukemia; Hematology; White blood cell; Bone marrow; International Prognostic Scoring System; Proportional hazards model; Hazard ratio; Oncology; Platelet; Leukemia; Blood cell; Gastroenterology; Survival analysis; Haematopoiesis; Pathology; Stem cell; Biology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001265411,0.0003448788,0.0008769353,0.0005843331,0.0001199917,0.00006293438,0.0001031931,0.000303339,0.0001922827],"category_scores_gemma":[0.00007127873,0.00028281,0.00004464481,0.0004616624,0.0006248109,0.0002050452,0.0003521916,0.0009934454,0.00001716989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154848,"about_ca_system_score_gemma":0.0005505231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006110279,"about_ca_topic_score_gemma":0.00002349196,"domain_scores_codex":[0.9972042,0.000595944,0.0003824469,0.0008711331,0.0002933947,0.000652907],"domain_scores_gemma":[0.9987433,0.0005090577,0.0000666523,0.0003819222,0.00005268141,0.000246407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.008054105,0.000200479,0.1617196,0.001285371,0.0006259147,0.573431,0.0005290378,0.00001108906,0.2463426,0.0005499469,0.0001779102,0.007072935],"study_design_scores_gemma":[0.006054861,0.02420356,0.5211642,0.0003606987,0.0003632181,0.4415909,0.0001085017,0.001719607,0.00001764869,0.0003403432,0.003697742,0.00037874],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944812,0.001098595,0.001255611,0.0004425555,0.0003220674,0.0006076808,0.0001499036,0.0001485374,0.001493863],"genre_scores_gemma":[0.984904,0.001750364,0.01228215,0.00006626377,0.00005767025,0.0001388894,0.00005136515,0.00007152263,0.0006777624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594446,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237629588379174,"score_gpt":0.3282281304871711,"score_spread":0.3058518346033793,"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."}}