{"id":"W4404473943","doi":"10.1111/vco.13030","title":"Peritumoral Edema in Canine Extra‐Axial Brain Tumours: Effect of Steroids","year":2024,"lang":"en","type":"article","venue":"Veterinary and Comparative Oncology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Contouring; Medicine; Edema; Brain edema; Magnetic resonance imaging; Radiology; Nuclear medicine; Pathology; Surgery","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":[0.0007213438,0.0001707809,0.0003355263,0.0003757067,0.0001212673,0.0004323258,0.0001376886,0.0001837718,0.0004260241],"category_scores_gemma":[0.001631084,0.0001135854,0.000269351,0.0002654967,0.0004028869,0.0003398915,0.0002097241,0.0002134786,0.0001086724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434224,"about_ca_system_score_gemma":0.0001583738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507595,"about_ca_topic_score_gemma":0.0004530391,"domain_scores_codex":[0.9993653,0.0001771463,0.00009560822,0.0001177334,0.0001653984,0.00007888005],"domain_scores_gemma":[0.9981812,0.0004938419,0.0009183633,0.0000922766,0.0001839502,0.0001303471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006671823,0.0004817706,0.937817,0.0002306469,0.0002079033,0.00335064,0.0001674106,0.0004454302,0.02616736,0.00007152341,0.00009556754,0.02429303],"study_design_scores_gemma":[0.00006907833,0.008700777,0.9698948,0.00002743525,0.000207547,0.01027933,0.0001909625,0.0005418079,0.008813289,0.00004387784,0.0012141,0.00001695215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986961,0.0009084584,0.0001088076,0.000006839964,0.000002873265,0.00001340564,0.00004354408,0.00000244411,0.0002174925],"genre_scores_gemma":[0.9996455,0.0001533107,0.00006233924,0.000007762184,0.00000687639,0.000006340345,0.00005795183,0.000001188414,0.00005876196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007213438,"threshold_uncertainty_score":0.003814936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112657910969317,"score_gpt":0.439418778313361,"score_spread":0.3267608673440439,"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."}}