{"id":"W3116901272","doi":"10.1111/vsu.13553","title":"Risk factors for, frequency, and type of complications after temporary tube cystostomy in goats, sheep, and pigs","year":2020,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cystostomy; Complication; Surgery; Urethrotomy; Logistic regression; Suprapubic cystostomy; Retrospective cohort study; Medical record; Veterinary medicine; Urethral stricture; Urethra; 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":[0.0004232393,0.000334185,0.0007418091,0.0002975585,0.00009080965,0.00002196477,0.0001248646,0.0001534628,0.0001094099],"category_scores_gemma":[0.000373117,0.0003181855,0.0001428156,0.0003973444,0.0002087855,0.000353369,0.0001796304,0.0002349674,0.000008413346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002302031,"about_ca_system_score_gemma":0.00008212597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325058,"about_ca_topic_score_gemma":0.000003554752,"domain_scores_codex":[0.9979088,0.0002247462,0.0007400435,0.0005733902,0.0001787749,0.0003742098],"domain_scores_gemma":[0.9976544,0.001425872,0.0002159978,0.0003712723,0.00007276963,0.0002596973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001768216,0.0001249849,0.9737522,0.0006822296,0.00007322257,0.001187701,0.001290104,9.723975e-7,0.01723532,0.00002127272,0.00193283,0.001930946],"study_design_scores_gemma":[0.0004937097,0.002422596,0.9847175,0.000238993,0.00004407487,0.0008688839,0.0004990085,0.0003374967,0.00003708448,0.0001614264,0.009694485,0.0004847095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955119,0.002468295,0.00008725815,0.0005532436,0.0002547215,0.0004403306,0.0003010645,0.0000841852,0.0002989614],"genre_scores_gemma":[0.9979661,0.0006534559,0.0005926584,0.0003928742,0.00009360562,0.00009935111,0.0001299923,0.0000565439,0.00001543734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719823,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406949080306341,"score_gpt":0.3236443532281764,"score_spread":0.1829494451975423,"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."}}