{"id":"W1981839103","doi":"10.1245/s10434-014-4002-1","title":"Surgical Management of Bone Metastases: Quality of Evidence and Systematic Review","year":2014,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Acetabulum; Pelvis; Perioperative; Surgery; Femur; Surgical oncology","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.011943,0.0005147204,0.01481245,0.0003256242,0.0000179278,0.000004173003,0.0003335396,0.000250781,0.0004157736],"category_scores_gemma":[0.0007447824,0.0003165675,0.001734681,0.0005620481,0.0005099467,0.00006503038,0.0003999741,0.0002912812,0.0000212729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003550796,"about_ca_system_score_gemma":0.0002133578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001999242,"about_ca_topic_score_gemma":6.593397e-7,"domain_scores_codex":[0.9889633,0.003605725,0.005365379,0.0006037045,0.001096705,0.0003651657],"domain_scores_gemma":[0.989182,0.004435817,0.00439233,0.00118319,0.0004617115,0.0003449279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001715286,0.0008051462,0.000002377441,0.8730184,0.002199963,0.0008024931,0.00000630819,4.954933e-8,3.228249e-8,0.005611294,0.001581293,0.1158011],"study_design_scores_gemma":[0.0006472514,0.0005396156,0.000004393712,0.4976107,0.01419555,0.0001347841,0.00001819416,8.472231e-7,4.330608e-7,0.00004463423,0.4866528,0.0001507511],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001450897,0.9906126,0.00001725488,0.001393752,0.00006127372,0.004304533,0.00009137473,0.00001560832,0.003489101],"genre_scores_gemma":[0.00008719986,0.9981558,0.000555904,0.0002255612,0.00002628946,0.000251419,0.0000836273,0.00003285193,0.0005813075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4850715,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4130607886598552,"score_gpt":0.5380425075469714,"score_spread":0.1249817188871161,"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."}}