{"id":"W4391107163","doi":"10.1111/vde.13238","title":"Proliferative, lymphocytic, infundibular mural folliculitis and dermatitis with prominent follicular apoptosis and parakeratotic casts in a Labrador retriever: Clinical, histopathological and dermoscopic features and co‐morbidities","year":2024,"lang":"en","type":"article","venue":"Veterinary Dermatology","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Folliculitis; Labrador Retriever; Pathology; Medicine; Phascolarctos cinereus; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000193947,0.0002865896,0.0004464227,0.0001152605,0.000134676,0.0001054647,0.00008329615,0.0003807189,0.00000676438],"category_scores_gemma":[0.00007837829,0.0002249753,0.00003615096,0.00009879842,0.0009781333,0.00002106561,0.0002280508,0.0002383875,0.000001712565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002499407,"about_ca_system_score_gemma":0.0001212491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004145821,"about_ca_topic_score_gemma":0.00003681054,"domain_scores_codex":[0.9981127,0.0004359009,0.0003318886,0.0006375291,0.00009601743,0.0003859797],"domain_scores_gemma":[0.999443,0.0001092231,0.00004911568,0.0001985621,0.00003372031,0.0001663986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002055969,0.000302197,0.7316773,0.003267332,0.0008521662,0.03003944,0.002817409,0.000002003876,0.2065711,0.001346294,0.005112818,0.01595593],"study_design_scores_gemma":[0.009971699,0.01223763,0.4764598,0.0007112066,0.0002584692,0.3949684,0.001569165,0.001074651,0.0696719,0.000500413,0.03066406,0.001912592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673197,0.03127157,0.00005149006,0.0007112761,0.00007611509,0.0004736379,0.00002916315,0.0000243498,0.00004267389],"genre_scores_gemma":[0.9911352,0.007614034,0.0005462073,0.0003190242,0.0000453892,0.000124257,0.00008969464,0.00002357736,0.0001026432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.364929,"threshold_uncertainty_score":0.9174225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220243357990982,"score_gpt":0.3091833070022778,"score_spread":0.2871589712031796,"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."}}