{"id":"W2069720232","doi":"10.1111/vde.12022","title":"Proliferative, lymphocytic, infundibular mural folliculitis and dermatitis with prominent follicular apoptosis and parakeratotic casts in four<scp>L</scp>abrador retrievers: preliminary description and response to therapy","year":2013,"lang":"en","type":"article","venue":"Veterinary Dermatology","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health","funders":"","keywords":"Pathology; Immunohistochemistry; Medicine; Hyperkeratosis; Infundibulum; Hair follicle; Epidermis (zoology); Follicular phase; Anatomy; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001944388,0.0003167416,0.0003628662,0.000190475,0.0001470171,0.00009464562,0.0001261196,0.0003081029,0.000006455277],"category_scores_gemma":[0.0001646511,0.0002706234,0.00003422375,0.0001706668,0.0003207736,0.00004024782,0.0002424078,0.0001428863,0.00000794908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004579392,"about_ca_system_score_gemma":0.0001154818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008572308,"about_ca_topic_score_gemma":0.00001396484,"domain_scores_codex":[0.9978731,0.0006127599,0.0002986053,0.0005670656,0.0001270785,0.0005213804],"domain_scores_gemma":[0.9991715,0.0001239732,0.00007297852,0.0002939997,0.00009058651,0.0002469723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002390985,0.0001089351,0.07951541,0.0001628136,0.0001944604,0.001171845,0.001645987,0.000007342719,0.9109359,0.00001991934,0.001140554,0.002705848],"study_design_scores_gemma":[0.01307026,0.02400657,0.4460201,0.000273305,0.00006723785,0.08632895,0.002745456,0.001624939,0.4099053,0.0001759652,0.01483733,0.0009444978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941207,0.003483746,0.0001915513,0.0007847724,0.00004421466,0.001322148,0.00001142696,0.00001781362,0.0000235991],"genre_scores_gemma":[0.9963586,0.001275291,0.001133673,0.000483646,0.00002570395,0.0005118336,0.00005125568,0.00003297902,0.0001269671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5010306,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759369586570937,"score_gpt":0.2430327072184852,"score_spread":0.2254390113527759,"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."}}