{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007362748,0.0002810511,0.0004195421,0.000924493,0.0005087131,0.0005552481,0.0002359675,0.0004826898,0.002966006],"category_scores_gemma":[0.004095512,0.0003221366,0.0005602097,0.0006808281,0.0007626492,0.0004381506,0.0003968819,0.0004350433,0.000548341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501014,"about_ca_system_score_gemma":0.000321397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007324081,"about_ca_topic_score_gemma":0.0007482825,"domain_scores_codex":[0.9993466,0.0001555468,0.0001103218,0.0001322842,0.0001391612,0.0001161018],"domain_scores_gemma":[0.9963426,0.001389303,0.001150707,0.0003807008,0.0002715055,0.0004652402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005370955,0.000148626,0.9927688,0.00003637929,0.00005241431,0.001560287,0.0002221527,0.00004883859,0.0003570191,0.00002802482,0.0000743438,0.004166056],"study_design_scores_gemma":[0.00006244805,0.00263522,0.9730886,0.00002687571,0.0001721072,0.02128822,0.0007426435,0.0001707538,0.0005503272,0.000061391,0.001178723,0.0000226896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985293,0.0006801848,0.0002391327,0.00001287058,0.000005113232,0.00001520011,0.0000528597,0.000003260043,0.0004620797],"genre_scores_gemma":[0.9994935,0.0002097718,0.0000724169,0.00001689839,0.00001148322,0.00001043491,0.00007783787,0.000002886057,0.0001048732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002966006,"threshold_uncertainty_score":0.009922326,"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."}}