{"id":"W7126744753","doi":"","title":"Differentiating Chronic Lymphoid Leukemia and Stage V Small Cell Lymphoma in a Dog","year":2015,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphocytosis; Chronic lymphocytic leukemia; Stage (stratigraphy); Anemia; Lymphoma; Complete blood count; Lymph; Immunophenotyping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002771754,0.0008665263,0.0009532513,0.002885247,0.0001144742,0.00009215468,0.000962073,0.0007491826,0.001449969],"category_scores_gemma":[0.00002891811,0.001067902,0.0001635425,0.001611897,0.0002516319,0.0001663649,0.0009116274,0.000435206,0.001938594],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006417937,"about_ca_system_score_gemma":0.001385778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380988,"about_ca_topic_score_gemma":0.04720769,"domain_scores_codex":[0.9968621,0.0003897397,0.0003423796,0.001243719,0.0002073096,0.000954807],"domain_scores_gemma":[0.9976494,0.0001056861,0.0006374742,0.001088521,0.00005497747,0.0004639362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004884979,0.002151854,0.1587878,0.002556621,0.0009496108,0.006310667,0.001820258,0.002966703,0.001266089,0.003658709,0.8167331,0.002310067],"study_design_scores_gemma":[0.01759989,0.0002278915,0.005669245,0.0008619767,0.0003888705,0.00003942089,0.000786631,0.005645354,0.0001408621,0.0001365997,0.9660016,0.00250166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2071131,0.001302221,0.00005967955,0.000002827328,0.0002396638,0.0005983072,0.0009475575,0.0005929758,0.7891437],"genre_scores_gemma":[0.1771328,0.0002667262,0.0001539026,0.00001309872,0.0001786444,0.000002042933,0.0003148861,0.00114066,0.8207973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1531185,"threshold_uncertainty_score":0.9994628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617533306131379,"score_gpt":0.1911982960398196,"score_spread":0.1650229629785059,"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."}}