{"id":"W4368361432","doi":"","title":"Diagnosis and management of a peripheral T-cell lymphoproliferative disease in an American pine marten <i>(Martes americana)</i>.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Marten; Medicine; Pathology; Lymphoma; Lymphocytosis; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200819,0.0001578855,0.0003191554,0.0001376994,0.00008837013,0.000009535343,0.0001169289,0.00003143709,0.00002011737],"category_scores_gemma":[0.00001335908,0.0001297626,0.00004842882,0.0004201883,0.0005130002,0.0000622372,0.0001449543,0.00007303328,0.00001639043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003447309,"about_ca_system_score_gemma":0.00001108365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005918394,"about_ca_topic_score_gemma":0.0001953128,"domain_scores_codex":[0.9988933,0.0001199078,0.0002063951,0.0003098652,0.00003922151,0.0004313106],"domain_scores_gemma":[0.9995964,0.00005572862,0.0000910647,0.0001736361,0.00002341513,0.00005982256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002876868,0.0003334971,0.8340828,0.000108631,0.0001940104,0.00004519744,0.000750977,0.00001439528,0.001105121,0.00006042103,0.00160056,0.1614167],"study_design_scores_gemma":[0.0010707,0.00009775761,0.9919351,0.00001250226,0.00005396261,8.550378e-7,0.001314609,0.000009065521,0.001030902,0.00004094297,0.004271975,0.0001615949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99511,0.002896302,0.000002168275,0.0006863424,0.0001316692,0.0005804877,0.00006312291,0.00006283641,0.0004671025],"genre_scores_gemma":[0.9911268,0.004454857,0.00002286553,0.0001519903,0.00001510899,0.002364083,0.00004425415,0.00001409466,0.001805934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612552,"threshold_uncertainty_score":0.5291564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472862289080855,"score_gpt":0.2247800907490367,"score_spread":0.2100514678582282,"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."}}