{"id":"W4243967369","doi":"10.1053/j.jepm.2019.06.002","title":"Diagnostic challenge","year":2019,"lang":"en","type":"article","venue":"Journal of Exotic Pet Medicine","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corynebacterium pseudotuberculosis; Microbiology; Biology; Caseous lymphadenitis; Yersinia pseudotuberculosis; Enrofloxacin; Nocardia; Bacteria; Cellulitis; Isolation (microbiology); Antibiotics; Immunology; Virulence; Ciprofloxacin","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":[0.0003355169,0.0001212319,0.0002729548,0.00005973854,0.00001660198,0.000006355019,0.0002082927,0.00005088992,0.0005279863],"category_scores_gemma":[0.000556213,0.00008479242,0.00008740817,0.00004987384,0.00006322812,0.000005264133,0.0000358689,0.0001252689,0.00004401904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001171161,"about_ca_system_score_gemma":0.00006646468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002883506,"about_ca_topic_score_gemma":0.000004148342,"domain_scores_codex":[0.9991055,0.00004356099,0.000336771,0.0001267784,0.0002176516,0.0001698127],"domain_scores_gemma":[0.9991729,0.00007553255,0.000240496,0.0002365236,0.0001447672,0.0001297549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006447569,0.0005677466,0.006427538,0.000252926,0.0005896781,0.008280858,0.0005524477,0.00003624239,0.9444451,0.0005795975,0.02196905,0.01565409],"study_design_scores_gemma":[0.0189871,0.02652669,0.1107543,0.001955657,0.0007500173,0.08538121,0.002138817,0.00006608147,0.009544074,0.002488977,0.740096,0.001311053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841666,0.002629497,0.000130691,0.001310054,0.001333633,0.00007957581,0.000001636329,0.000003412089,0.01034496],"genre_scores_gemma":[0.9952232,0.001205931,0.0001130316,0.0003954949,0.001447144,9.95479e-7,0.000007343713,0.0000167022,0.001590121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.934901,"threshold_uncertainty_score":0.578108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364143844693947,"score_gpt":0.2420053477188958,"score_spread":0.2283639092719563,"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."}}