{"id":"W2077044982","doi":"10.1007/s11999-014-3734-3","title":"Embolization of Hypervascular Bone Metastases Reduces Intraoperative Blood Loss: A Case-control Study","year":2014,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Embolization; Renal cell carcinoma; Vascularity; Surgery; Blood loss; Radiology; Blood transfusion; Renal function; Hypervascularity; 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":[],"consensus_categories":[],"category_scores_codex":[0.01297071,0.0001888388,0.0008790055,0.0003543615,0.0002095109,0.00004078577,0.0001139839,0.0001701989,0.000289996],"category_scores_gemma":[0.007910041,0.0001348498,0.0002953367,0.0006796308,0.0008002564,0.00008405931,0.000158413,0.0009154114,0.0000178989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015497,"about_ca_system_score_gemma":0.0001530942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003340194,"about_ca_topic_score_gemma":0.000006840196,"domain_scores_codex":[0.9940079,0.002761609,0.001253828,0.0005814123,0.001025301,0.0003699586],"domain_scores_gemma":[0.9963243,0.00169969,0.0001895909,0.0005494209,0.0007548672,0.0004821403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004590104,0.03966474,0.5570416,0.001925318,0.02237298,0.06886325,0.003644325,0.0001779081,0.0007650827,0.01063417,0.002459927,0.2878606],"study_design_scores_gemma":[0.1787634,0.06189417,0.5831936,0.002337929,0.0416985,0.009989414,0.02911731,0.07656705,0.0007116644,0.006142247,0.007465476,0.002119232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935493,0.002073809,0.0002055545,0.001201309,0.0001573377,0.001696423,0.00002495796,0.00003583693,0.001055434],"genre_scores_gemma":[0.9976664,0.001074731,0.0004106773,0.0001287673,0.0001165669,0.00004140834,0.00002321647,0.00003133854,0.0005069104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2857414,"threshold_uncertainty_score":0.946963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063983293476882,"score_gpt":0.4153190309308996,"score_spread":0.3513357374540176,"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."}}