{"id":"W198578918","doi":"10.1007/978-3-540-49929-9_17","title":"Interventional Vascular Radiology in Musculoskeletal Lesions","year":2009,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Embolization; Medicine; Vascular malformation; Morphogenesis; Thrombosis; Hemodynamics; Endocrine system; Radiology; Pathology; Cardiology; Anatomy; Surgery; Internal medicine; Biology; Hormone","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000850023,0.0003926943,0.001258562,0.0006757448,0.00006503639,0.000005113443,0.0002771011,0.001655216,0.0121318],"category_scores_gemma":[0.0004749342,0.0003313393,0.001122079,0.00007105983,0.0004661553,0.00004122829,0.000105548,0.00140843,0.0005823078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021165,"about_ca_system_score_gemma":0.0004120027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001321083,"about_ca_topic_score_gemma":0.00007930365,"domain_scores_codex":[0.9973409,0.0001095158,0.0009426846,0.000534291,0.0005853617,0.0004873023],"domain_scores_gemma":[0.9986336,0.000150523,0.0001613687,0.0005408189,0.00008294474,0.0004307431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001509078,0.0005679122,0.000512026,0.0004846468,0.001323784,0.005778324,0.0001351049,0.000009995141,0.00002533822,0.692507,0.03495819,0.2635468],"study_design_scores_gemma":[0.003494819,0.001193309,0.01070607,0.0008366075,0.0003838552,0.009379806,0.000009238821,0.0002833825,0.000001166148,0.01748628,0.955781,0.0004444965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01887038,0.03483156,0.004233852,0.01633598,0.001606398,0.001788624,0.00004829215,0.0003031968,0.9219817],"genre_scores_gemma":[0.1574459,0.01478052,0.004595038,0.01001463,0.007664418,0.0002880568,0.008231781,0.0004465076,0.7965332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9208228,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688137087965994,"score_gpt":0.2919472542505296,"score_spread":0.2750658833708696,"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."}}