{"id":"W2163945445","doi":"10.4021/wjon389w","title":"Pre-operative Embolization of Primary and Secondary Bone Tumours is Safe and Effective: a Retrospective Study","year":2011,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypervascularity; Vascularity; Blood loss; Embolization; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536572,0.0001255386,0.0007462058,0.0002468912,0.00004787882,0.000004859963,0.00003092048,0.00004239679,0.0001634996],"category_scores_gemma":[0.0000534106,0.00009327483,0.00005413848,0.0001519508,0.0001414645,0.0001214796,0.0000421283,0.000258326,9.572582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020398,"about_ca_system_score_gemma":0.0001581599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004522689,"about_ca_topic_score_gemma":0.0001077308,"domain_scores_codex":[0.9990141,0.0001659153,0.000400917,0.0001551586,0.0001483711,0.000115522],"domain_scores_gemma":[0.9990414,0.00009367837,0.0004226178,0.00008671809,0.0002410285,0.000114519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001543928,0.002385768,0.9577719,0.00003965863,0.0004449779,0.0005157434,0.009149421,1.354881e-7,0.0005050616,0.0001373279,0.0004880033,0.02701806],"study_design_scores_gemma":[0.007216432,0.01328698,0.9756752,0.00009633261,0.0005306,0.0009713093,0.0005539737,0.000002245948,0.001123586,0.0002413256,0.0002376266,0.00006437118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893891,0.002085144,0.00001250659,0.0002723051,0.00009226611,0.0006111166,0.000006441182,0.000003732051,0.007527382],"genre_scores_gemma":[0.9983771,0.0002459009,0.0007652335,0.0002274622,0.00005657551,0.00001426124,0.00000138037,0.00001241583,0.0002996034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695369,"threshold_uncertainty_score":0.3803637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562902644629937,"score_gpt":0.3063786022276052,"score_spread":0.2907495757813058,"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."}}