{"id":"W2990308428","doi":"10.1111/vsu.13360","title":"Outcome after surgical and conservative treatments of canine peritoneopericardial diaphragmatic hernia: A multi‐institutional study of 128 dogs","year":2019,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Veterinary Medical Association","funders":"","keywords":"Medicine; Perioperative; Demographics; Medical record; Surgery; Retrospective cohort study; Hernia; Diaphragmatic hernia","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":[0.0004407619,0.0002529907,0.001231631,0.0002653897,0.00004597387,0.000006087108,0.00007343217,0.0001139738,0.0004051744],"category_scores_gemma":[0.0001065336,0.0001934884,0.000195727,0.0002442848,0.0003848987,0.0001259961,0.000198507,0.0001927867,0.00002680727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009491404,"about_ca_system_score_gemma":0.0002200037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004406051,"about_ca_topic_score_gemma":0.000008771422,"domain_scores_codex":[0.9978949,0.0003417281,0.0006613361,0.0003807916,0.0004211366,0.0003000359],"domain_scores_gemma":[0.9985113,0.0006723224,0.0001428459,0.0003681618,0.0001424524,0.0001628832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005802916,0.002377045,0.9746014,0.0004610465,0.0004735355,0.005680884,0.000929206,0.000005176416,0.009142742,0.00000174996,0.00001544837,0.0005087795],"study_design_scores_gemma":[0.004634265,0.007535881,0.9821743,0.0001217972,0.0001295529,0.004263223,0.0005245606,0.0001551133,0.00003063038,7.535813e-7,0.0002725601,0.0001573639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979243,0.0004006765,0.00000224648,0.00009724236,0.0002349336,0.001075477,0.00006292258,0.00002312151,0.0001790707],"genre_scores_gemma":[0.9987283,0.00003308754,0.0003509957,0.00002909513,0.00004095697,0.000165905,0.00002124577,0.00002419303,0.0006061762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009112112,"threshold_uncertainty_score":0.7890226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513150534160857,"score_gpt":0.3704222328605137,"score_spread":0.2852907275189051,"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."}}