{"id":"W3199393087","doi":"10.1177/03009858211042578","title":"Beclin-1 is a novel predictive biomarker for canine cutaneous and subcutaneous mast cell tumors","year":2021,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"Medicine; Pathology; Lymph node; Immunolabeling; Biomarker; Immunohistochemistry; Chemotherapy; Grading (engineering); Mast cell; Oncology; Internal medicine; Biology; Immunology","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":[0.0006619453,0.0002909098,0.000328536,0.001074326,0.0002077838,0.0004524842,0.0001920165,0.0004008355,0.0008558839],"category_scores_gemma":[0.0005149524,0.0002158325,0.000209124,0.0004415268,0.0002327052,0.0004075051,0.0002895791,0.0002896064,0.0002168461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960204,"about_ca_system_score_gemma":0.0001853989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007506963,"about_ca_topic_score_gemma":0.002186693,"domain_scores_codex":[0.9998031,0.00002511816,0.00001900863,0.00006157727,0.00005882046,0.00003242092],"domain_scores_gemma":[0.9996666,0.00004540583,0.0001509309,0.00001189873,0.00007263411,0.00005242902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116791,0.000110419,0.7566563,0.0002731913,0.0001088424,0.0002990194,0.0001021503,0.0007639633,0.2130734,0.0001318913,0.0009255105,0.0263874],"study_design_scores_gemma":[0.00002765262,0.0006308537,0.9522625,0.00003849624,0.0002211734,0.001925979,0.0001930478,0.009410532,0.03191594,0.0001887944,0.003160668,0.00002423042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956834,0.002185749,0.001206032,0.00007454023,0.00001869535,0.00002691832,0.0002613876,0.00003981497,0.0005034176],"genre_scores_gemma":[0.995883,0.0005081776,0.0026864,0.00003706247,0.00001831327,0.00002537996,0.0005093831,0.000003880587,0.0003285406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001074326,"threshold_uncertainty_score":0.0035007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657277521438839,"score_gpt":0.3449698574316932,"score_spread":0.2792421052878092,"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."}}