{"id":"W2166431134","doi":"10.1016/j.cll.2015.05.008","title":"Making Sense of Lymphoma Diagnostics in Small Animal Patients","year":2015,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Immunophenotyping; Histopathology; Lymphoma; Pathology; Immunocytochemistry; Polymerase chain reaction; Flow cytometry; Immunohistochemistry; Cytology; Antigen; Biology; Medicine; Immunology; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638608,0.0005823899,0.001453446,0.002396366,0.0002761015,0.00170447,0.001084185,0.001812069,0.003202667],"category_scores_gemma":[0.007213546,0.0003090306,0.0008607453,0.00178224,0.0007498933,0.00200226,0.0009609478,0.001819137,0.0007514041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008713989,"about_ca_system_score_gemma":0.002191686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487765,"about_ca_topic_score_gemma":0.004305758,"domain_scores_codex":[0.9989443,0.0003711747,0.0001982735,0.0001378697,0.0002804249,0.00006787448],"domain_scores_gemma":[0.9956594,0.003111961,0.0005369727,0.00005283662,0.0005199695,0.000118783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00010731,0.0000371958,0.0009259218,0.04613774,0.0002561334,0.0004194204,0.0001789518,0.0001804813,0.0004313529,0.002107378,0.02478947,0.9244286],"study_design_scores_gemma":[0.00006243488,0.0001238234,0.003486334,0.06098774,0.0008127019,0.003911659,0.0004645349,0.0001077842,0.0003741822,0.00260654,0.9270074,0.00005481891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006784262,0.9989821,0.00005876381,0.0004132399,0.0001395962,0.00000282051,0.000009019315,0.000002154157,0.0003244053],"genre_scores_gemma":[0.001416837,0.9970836,0.0002329183,0.000800318,0.0002870572,0.000004369229,0.00002392776,0.000001189511,0.0001497556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003202667,"threshold_uncertainty_score":0.01071399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2916169307812262,"score_gpt":0.5153564582141127,"score_spread":0.2237395274328865,"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."}}