{"id":"W3042416924","doi":"","title":"Descriptive epidemiology of companion animal dermatophytosis in a Canadian Pacific Northwest animal shelter system.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microsporum canis; Dermatophyte; Veterinary medicine; Epidemiology; Population; Canis; Medicine; Demography; Biology; Dermatology; Environmental health; Pathology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581985,0.0002461352,0.0001593696,0.001562152,0.001492968,0.000575848,0.000773605,0.0002771531,0.002844964],"category_scores_gemma":[0.0008007666,0.0002707984,0.0001935975,0.002508723,0.0005285885,0.0002514659,0.0005590008,0.0003729652,0.0001825032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006812618,"about_ca_system_score_gemma":0.009860842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711037,"about_ca_topic_score_gemma":0.983978,"domain_scores_codex":[0.9996591,0.0000205575,0.00002849786,0.00005031108,0.0001091555,0.0001323811],"domain_scores_gemma":[0.9992089,0.00004191382,0.0002590831,0.00002212869,0.0002365728,0.0002314896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002102793,0.00002213657,0.9961804,0.00002304415,0.00001263124,0.0002669193,0.0003730074,0.00005311036,0.0003021614,0.00004501523,0.0006761104,0.002024489],"study_design_scores_gemma":[0.00000111838,0.00001561619,0.9979832,0.00001565472,0.000005396203,0.0002766571,0.001283109,0.00008649599,0.00003122914,0.000007859002,0.0002903295,0.000003361951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938215,0.0003376243,0.00007982259,0.000126336,0.000004247846,0.00005716437,0.003603581,0.00001039742,0.001959352],"genre_scores_gemma":[0.9980466,0.0003591864,0.0001306598,0.0000461948,0.000002083369,0.00001301738,0.0009798104,0.000001998143,0.0004203173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02889633,"threshold_uncertainty_score":0.05813295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752410102524328,"score_gpt":0.2503770092975275,"score_spread":0.2028529082722842,"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."}}