{"id":"W3016526303","doi":"10.1111/vco.12598","title":"Biological behaviour and clinical outcome in 42 cats with sarcoids (cutaneous fibropapillomas)","year":2020,"lang":"en","type":"article","venue":"Veterinary and Comparative Oncology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"CATS; Medicine; Medical record; Retrospective cohort study; Surgery; Surgical excision; Resection; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002842157,0.0002478451,0.001069413,0.0000932675,0.00008986823,0.0000125602,0.0001167423,0.0002912246,0.0001287179],"category_scores_gemma":[0.00007514995,0.0001794628,0.00005499968,0.000195018,0.00109666,0.00007171428,0.0003049196,0.0007753662,0.00003413403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007387449,"about_ca_system_score_gemma":0.0001420278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268819,"about_ca_topic_score_gemma":0.00002080883,"domain_scores_codex":[0.9976473,0.0006795067,0.0005158203,0.0006396831,0.0001241645,0.0003935324],"domain_scores_gemma":[0.9987118,0.0005419058,0.00009391795,0.0001649514,0.00005639513,0.0004310492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01322255,0.000635622,0.9513913,0.00005655085,0.00008113817,0.02090453,0.000867679,0.000001126708,0.009126655,0.000117299,0.0001312697,0.003464276],"study_design_scores_gemma":[0.004734265,0.1676487,0.7829757,0.00003497203,0.00005131381,0.03503317,0.0008714711,0.0003814023,0.0000268935,0.00002219028,0.007983347,0.0002365449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992544,0.0003224258,0.00003066817,0.003943341,0.00005750442,0.00059742,0.00001048124,0.00005101761,0.002443168],"genre_scores_gemma":[0.995523,0.000216927,0.002744113,0.001207574,0.0001029293,0.00004885226,0.0000157707,0.00001221323,0.0001286415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684156,"threshold_uncertainty_score":0.7318282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3975940102298851,"score_gpt":0.4873927392860595,"score_spread":0.08979872905617442,"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."}}