{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633255,0.0002079864,0.0002494248,0.001002512,0.0001582913,0.0003957911,0.0001705215,0.0002688804,0.0003890191],"category_scores_gemma":[0.004067054,0.0001288555,0.0002531264,0.0004600699,0.000365385,0.0003279099,0.0003571141,0.0002471487,0.00009529134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300929,"about_ca_system_score_gemma":0.0002283947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126971,"about_ca_topic_score_gemma":0.00157721,"domain_scores_codex":[0.9994071,0.0002569845,0.00006257278,0.00008531912,0.0001349986,0.00005314749],"domain_scores_gemma":[0.9981611,0.0005845742,0.0008667373,0.00007230382,0.0001781574,0.0001370924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002416305,0.00002573906,0.9964599,0.000009225413,0.00002985285,0.00005158739,0.00003062696,0.0002778546,0.000291872,0.00002218505,0.00006586925,0.002493526],"study_design_scores_gemma":[0.00001267847,0.0005195875,0.9957794,0.000007201275,0.00004237194,0.000530621,0.0001405585,0.002389705,0.000237321,0.000100102,0.0002336644,0.000006900347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993948,0.0002029165,0.0002136807,0.00001795709,0.00000245654,0.000003954194,0.00005199542,0.000003476592,0.0001087745],"genre_scores_gemma":[0.9994561,0.00006550417,0.0002210724,0.000006383814,0.000003890085,0.000005688179,0.0001978424,0.000001089649,0.00004236752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001633255,"threshold_uncertainty_score":0.008637607,"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."}}