{"id":"W2753247167","doi":"10.5455/ijlr.20170615052321","title":"Prevalence of Malassezia Pachydermatis in Dogs","year":2017,"lang":"en","type":"article","venue":"International Journal of Livestock Research","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malassezia; Biology; Microbiology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821527,0.0001290419,0.0002114341,0.0008781905,0.0002148384,0.0004772148,0.00009688314,0.000232682,0.0007780627],"category_scores_gemma":[0.0005601069,0.0001405088,0.000113627,0.0003917741,0.0002960937,0.0003397533,0.0001620934,0.0001789737,0.0001277481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233427,"about_ca_system_score_gemma":0.0001355426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179734,"about_ca_topic_score_gemma":0.002689423,"domain_scores_codex":[0.9996723,0.00005599561,0.00004070661,0.0000654177,0.00009918368,0.00006645612],"domain_scores_gemma":[0.9996761,0.00004926369,0.0001525813,0.00001341343,0.00005664503,0.0000521433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008843028,0.00004708305,0.9867155,0.00004588079,0.00002709958,0.0005608169,0.0003073951,0.00005184265,0.007519879,0.00004621511,0.0001277314,0.004462153],"study_design_scores_gemma":[0.000002826296,0.0002412225,0.9940764,0.0000114384,0.00002308819,0.003263466,0.0004817045,0.0001035472,0.0008429409,0.00002804129,0.000920548,0.000004740324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989519,0.0003426974,0.00005845379,0.00002482147,0.000002713638,0.000003245688,0.00009210492,0.000004626049,0.0005194457],"genre_scores_gemma":[0.999493,0.0001857526,0.00008329305,0.000008908552,0.000004006803,0.000001649962,0.00009633759,5.424801e-7,0.0001263967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179734,"threshold_uncertainty_score":0.003573716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043628453029479,"score_gpt":0.4821854416434894,"score_spread":0.3778225963405415,"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."}}