{"id":"W3134733438","doi":"10.1002/vetr.203","title":"Non‐neoplastic anal sac disorders in UK dogs: Epidemiology and management aspects of a research‐neglected syndrome","year":2021,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Veterinary College","keywords":"Epidemiology; Medicine; Pathology; 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":[0.001071956,0.0002140625,0.0008299555,0.0008746167,0.00008605735,0.000008183157,0.0001832417,0.0002025271,0.0004425765],"category_scores_gemma":[0.0007384925,0.0002118911,0.00009159175,0.001281866,0.0005612119,0.0000709009,0.0005985398,0.0006853094,0.00004639836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987014,"about_ca_system_score_gemma":0.0002149814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002822102,"about_ca_topic_score_gemma":0.0004839718,"domain_scores_codex":[0.9966442,0.0008744102,0.0006072834,0.0007112775,0.0003128573,0.0008499823],"domain_scores_gemma":[0.9978542,0.001133166,0.00008756077,0.0005577158,0.0001114606,0.0002558939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008719405,0.002132869,0.7678598,0.004869328,0.0008196344,0.08483727,0.0006018366,0.00001686108,0.08117045,0.0007954289,0.001979828,0.04619729],"study_design_scores_gemma":[0.002859303,0.01573633,0.9554415,0.0007401786,0.00004198174,0.01802414,0.0003096787,0.0007298128,0.00002812653,0.002155448,0.0037354,0.0001981151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845125,0.0006698723,0.000081383,0.001835457,0.0002127944,0.0007390666,0.000007015775,0.00003262069,0.01190929],"genre_scores_gemma":[0.9908724,0.002406583,0.005345507,0.00009042754,0.00003458324,0.0001516775,0.00002967429,0.0000336003,0.001035539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875817,"threshold_uncertainty_score":0.8640669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09655150541827565,"score_gpt":0.4128354102059556,"score_spread":0.31628390478768,"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."}}