{"id":"W4214683999","doi":"10.1111/vcp.13079","title":"What is your diagnosis? Septic peritonitis, lymphadenitis, and lymph node abscesses in a dog","year":2022,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Veterinary medicine; General surgery; Library science","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":[0.0003393722,0.0001799533,0.0006077805,0.0001583659,0.0001565644,0.00003597345,0.00009042329,0.0001257366,0.0006199282],"category_scores_gemma":[0.00008144973,0.0001813896,0.0003011807,0.0001829395,0.0002275479,0.0001449518,0.0003359281,0.0002386043,0.000040741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001778,"about_ca_system_score_gemma":0.00005738225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003283484,"about_ca_topic_score_gemma":0.000002807801,"domain_scores_codex":[0.998013,0.0004472616,0.0004939641,0.0005605674,0.0001909003,0.0002942999],"domain_scores_gemma":[0.9990607,0.0002703028,0.00007564083,0.0004183566,0.00003060519,0.0001444035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003088013,0.00180519,0.8192161,0.0001084244,0.0003056876,0.1323268,0.0005442128,0.000003028756,0.0002666865,0.0000260152,0.0004437718,0.04464528],"study_design_scores_gemma":[0.006785319,0.002772817,0.9241508,0.0001106533,0.0002604842,0.05113441,0.001010869,0.00003018893,0.00001736125,0.0002618979,0.01323141,0.0002337583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859781,0.009898258,0.000005039507,0.002672466,0.0008060991,0.0003010254,0.0000847957,0.00004281727,0.0002113492],"genre_scores_gemma":[0.9843103,0.01089395,0.0002832123,0.003534919,0.0001274535,0.00051896,0.0001067657,0.00003032315,0.0001941619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049348,"threshold_uncertainty_score":0.7396855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116966625728671,"score_gpt":0.3886554421253009,"score_spread":0.3174857758680142,"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."}}