{"id":"W3033239442","doi":"10.1111/vsu.13466","title":"Outcomes associated with vaginectomy and vulvovaginectomy in 21 dogs","year":2020,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Ottawa Hospital","funders":"","keywords":"Medicine; Genitourinary system; Medical record; Surgery; Retrospective cohort study; Clinical significance; 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":[0.0006469053,0.0005496218,0.001188283,0.0004170663,0.0001031228,0.00005907562,0.0001989517,0.0001698645,0.000346661],"category_scores_gemma":[0.0004531788,0.0004561019,0.0001608984,0.0009007846,0.0001651875,0.0005174127,0.0002207817,0.000462739,0.00006896728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006236626,"about_ca_system_score_gemma":0.0001084005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497048,"about_ca_topic_score_gemma":0.000008975191,"domain_scores_codex":[0.9969085,0.000363233,0.0007192038,0.000798799,0.0004346222,0.0007756547],"domain_scores_gemma":[0.9973844,0.001565966,0.0001905133,0.0003954478,0.00006281828,0.0004009138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002035408,0.0002555529,0.9309115,0.0002245963,0.0002167639,0.0510589,0.001023846,0.00000556107,0.005555302,0.00001519887,0.004501102,0.004196271],"study_design_scores_gemma":[0.001666093,0.002758967,0.9716223,0.0003648592,0.0000455486,0.003469031,0.0002395685,0.0005027296,0.0000178214,0.00002473586,0.01839441,0.0008939261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938512,0.000395494,0.00005127085,0.003347256,0.0002648894,0.0003155078,0.00002948688,0.000380719,0.001364136],"genre_scores_gemma":[0.9965103,0.00007802489,0.0001937399,0.002705946,0.0001349584,0.00008229632,0.00007634727,0.00009936604,0.0001190074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04758987,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153357200462228,"score_gpt":0.3037236886766819,"score_spread":0.1883879686304591,"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."}}