{"id":"W4402474167","doi":"10.56771/jsmcah.v3.86","title":"Retrospective Comparison of Polymerase Chain Reaction and Culture-Based Identification for Diagnosis of Microsporum canis and Trichophyton Spp. in Shelter Cats and Dogs","year":2024,"lang":"en","type":"article","venue":"Journal of Shelter Medicine and Community Animal Health","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Mental Health & Substance Use Services; Beef Farmers of Ontario","funders":"","keywords":"Microsporum canis; CATS; Polymerase chain reaction; Canis; Microsporum; Microbiology; Trichophyton; Biology; Veterinary medicine; Medicine; Internal medicine; Ecology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008088367,0.0001275586,0.0006111581,0.0002867684,0.000119448,0.00001298971,0.00003482508,0.00005999094,0.000004313731],"category_scores_gemma":[0.00008778983,0.00009263962,0.00004555565,0.0001774158,0.0001690919,0.0001242419,0.00002027052,0.0003877399,4.702494e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020892,"about_ca_system_score_gemma":0.0001112519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066692,"about_ca_topic_score_gemma":0.0005054358,"domain_scores_codex":[0.9987857,0.0001571813,0.0006370736,0.0001180234,0.0001745725,0.0001274953],"domain_scores_gemma":[0.9989947,0.0002094615,0.0003683025,0.0001103776,0.0001350809,0.0001820637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003083593,0.001087876,0.9433812,0.00361775,0.0001546388,0.00001943613,0.0131761,1.432081e-7,0.01451237,0.00007363802,0.0009995638,0.01989368],"study_design_scores_gemma":[0.004754722,0.009686713,0.9746174,0.002601375,0.0003207275,0.00008102843,0.004200485,0.0001956797,0.003028542,0.000230978,0.0002106479,0.00007173703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613941,0.03239606,0.00003101795,0.005708106,0.00005877881,0.0003425967,0.00005281881,0.000004001779,0.00001249836],"genre_scores_gemma":[0.9932337,0.006234014,0.0001315547,0.0002800259,0.00006410242,0.000008354069,0.00002393814,0.00001036696,0.00001396261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03183956,"threshold_uncertainty_score":0.6147649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514564998068438,"score_gpt":0.3880341152741817,"score_spread":0.3428884652934974,"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."}}