{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055249,0.0001643214,0.0002979113,0.0003444277,0.0003321667,0.0004473521,0.0002003116,0.0004184102,0.0008667289],"category_scores_gemma":[0.001986216,0.0001106091,0.0003038079,0.0002036836,0.0003907826,0.000329907,0.0003298564,0.0002786628,0.0001507951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760099,"about_ca_system_score_gemma":0.0002593436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364401,"about_ca_topic_score_gemma":0.0006487098,"domain_scores_codex":[0.9996167,0.00007656334,0.00005395222,0.00006455314,0.00008532579,0.0001028217],"domain_scores_gemma":[0.9988444,0.0001753558,0.0006831654,0.00004729288,0.0000883554,0.0001614843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004406696,0.0001489194,0.9898322,0.00004551774,0.00004396686,0.003659825,0.0001213832,0.0001365462,0.001987049,0.00003987918,0.0001185907,0.003425403],"study_design_scores_gemma":[0.00003559652,0.00192705,0.9644099,0.00004638351,0.00006524937,0.03107596,0.0005232682,0.0005699293,0.0007942151,0.00005301874,0.0004895439,0.00001002559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993252,0.0002906595,0.0001159231,0.00002411122,0.000005104108,0.000006573428,0.00004419498,0.000002540494,0.0001857423],"genre_scores_gemma":[0.9996611,0.00009200845,0.00006474591,0.00001422246,0.000008361656,0.000004423753,0.0001122044,5.951836e-7,0.00004225156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008667289,"threshold_uncertainty_score":0.002899528,"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."}}