{"id":"W4361267253","doi":"10.1371/journal.pone.0283616","title":"Prognostic value of epigenetic markers for canine mast cell cancer","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"DNA methylation; Epigenetics; Grading (engineering); Methylation; Pathology; Tissue microarray; Medicine; Biology; Cancer research; Oncology; Immunohistochemistry; DNA; Gene expression; Genetics; Gene","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":[0.0004135834,0.0001507037,0.0002055585,0.0008082056,0.0001433055,0.0002989834,0.0001425967,0.000258353,0.001286014],"category_scores_gemma":[0.0008662579,0.00007675631,0.0002025869,0.0006511302,0.0001792577,0.0002260631,0.0002236745,0.0001866095,0.0002007925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586093,"about_ca_system_score_gemma":0.0001047957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008024579,"about_ca_topic_score_gemma":0.00197502,"domain_scores_codex":[0.9998308,0.00002646924,0.00001918396,0.00004008848,0.0000567277,0.00002661676],"domain_scores_gemma":[0.9995241,0.00008519072,0.000221983,0.00002215029,0.00008206881,0.00006452249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004848902,0.0000158016,0.9780594,0.0000373182,0.00005375764,0.0001668231,0.00003955026,0.0002753487,0.006815902,0.00003700876,0.000247172,0.0137671],"study_design_scores_gemma":[0.000007826567,0.0001146053,0.9940141,0.00001317013,0.00008230493,0.0009207441,0.00006397255,0.001743026,0.001787016,0.00006547749,0.001181506,0.000006360229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956246,0.002151041,0.0004999834,0.00007120035,0.00001391768,0.00001231945,0.0006386734,0.00002101646,0.0009672694],"genre_scores_gemma":[0.9981208,0.0003124094,0.0006115493,0.00001253591,0.00001322967,0.000007143781,0.0006846522,0.000002497279,0.000235104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001286014,"threshold_uncertainty_score":0.004302084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213578315000407,"score_gpt":0.3510563118612576,"score_spread":0.2296984803612169,"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."}}