{"id":"W2044298790","doi":"10.3138/jvme.38.4.408","title":"Peri-operative Morbidity Associated with Ovariohysterectomy Performed as Part of a Third-Year Veterinary Surgical-Training Program","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Seroma; Perioperative; Anesthetic; Surgery; Anesthesia; Anesthesiology; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002403108,0.0002627138,0.0006891053,0.0002232954,0.0004634645,0.00001474604,0.000327191,0.0002793802,0.003410351],"category_scores_gemma":[0.002602023,0.0001904272,0.0001470754,0.0003793041,0.0002890524,0.0007205035,0.0001259818,0.001211194,0.00005426566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323218,"about_ca_system_score_gemma":0.005499328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494003,"about_ca_topic_score_gemma":0.000011467,"domain_scores_codex":[0.9957982,0.001273495,0.00131303,0.0002543584,0.0008876223,0.0004733236],"domain_scores_gemma":[0.9957942,0.000741569,0.001570241,0.0002715654,0.001154695,0.0004677745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.02834563,0.02836044,0.1722817,0.002449358,0.003666565,0.002607973,0.5498465,0.000003142588,0.001820326,0.001292041,0.03799678,0.1713295],"study_design_scores_gemma":[0.007947662,0.05928793,0.3787525,0.008988551,0.0005696391,0.008441747,0.2188596,0.00006203481,0.0000839656,0.0002769281,0.3158067,0.0009228541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780162,0.0002172509,0.00001318727,0.001135877,0.002341668,0.0005604673,0.000004825008,0.00004518103,0.01766537],"genre_scores_gemma":[0.9952379,0.0003998501,0.002119672,0.0003965859,0.0007791272,0.0002104578,0.0000178525,0.00003362951,0.0008048742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330987,"threshold_uncertainty_score":0.9975007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5160601361287347,"score_gpt":0.5386694837773944,"score_spread":0.02260934764865974,"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."}}