{"id":"W2902504346","doi":"10.1111/vsu.13129","title":"Outcome in dogs with presumptive idiopathic pericardial effusion after thoracoscopic pericardectomy and pericardioscopy","year":2018,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Pericardial effusion; Pericardium; Malignancy; Pericarditis; Pericardiectomy; Pericardiocentesis; Thoracoscopy; Clinical significance; Effusion; Surgery; Biopsy; Radiology; 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":[0.0009784751,0.0003941354,0.001167977,0.0005528961,0.0001502942,0.00004498039,0.0001197335,0.0002210297,0.000217191],"category_scores_gemma":[0.0001962287,0.0003129558,0.0001837362,0.0006111297,0.0009018186,0.0003248529,0.0003476394,0.0005447086,0.0001060936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957352,"about_ca_system_score_gemma":0.0002581433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007074107,"about_ca_topic_score_gemma":0.00000349515,"domain_scores_codex":[0.9968361,0.0005432536,0.0005196987,0.0008268555,0.0005175277,0.0007565227],"domain_scores_gemma":[0.9984654,0.0003190118,0.00009364083,0.0006306383,0.0001639359,0.0003273967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01114035,0.0001950639,0.9595925,0.000231599,0.00009475961,0.008229909,0.0007757036,4.388048e-7,0.01412818,0.000001152225,0.000108637,0.005501729],"study_design_scores_gemma":[0.001274606,0.007963393,0.9760579,0.0004420966,0.0000666222,0.007340392,0.0001790772,0.00008636022,0.00007863847,0.000003349292,0.00615452,0.0003530483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995931,0.00098375,0.00007935889,0.000588521,0.000343777,0.0007493462,0.000008754251,0.0001174031,0.001198129],"genre_scores_gemma":[0.996067,0.0001806974,0.002181588,0.0004193697,0.0004735059,0.0003576853,0.000007388348,0.0000749793,0.0002377318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01646542,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337432884661254,"score_gpt":0.3594029608530578,"score_spread":0.3060286320064453,"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."}}