{"id":"W4256009292","doi":"10.1055/s-0035-1554402","title":"A Systematic Review of Clinical Outcomes and Prognostic Factors for Patients Undergoing Surgery for Spinal Metastases Secondary to Breast Cancer","year":2015,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Saskatchewan; Toronto Western Hospital; University of Toronto; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Surgery; Metastatic breast cancer; Retrospective cohort study; Cancer; Cohort; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004857475,0.001370718,0.007259453,0.01880277,0.0007119824,0.002161274,0.001740211,0.001396305,0.004881883],"category_scores_gemma":[0.03013377,0.0007316836,0.005494494,0.02041369,0.0008575815,0.002071238,0.001120907,0.0007016704,0.0003850067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003812476,"about_ca_system_score_gemma":0.01055663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007945471,"about_ca_topic_score_gemma":0.02193412,"domain_scores_codex":[0.992782,0.001545201,0.003932903,0.0005142972,0.001042567,0.000183079],"domain_scores_gemma":[0.9680759,0.02021622,0.008153718,0.0003316325,0.002909899,0.000312572],"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":[0.0001323695,0.00001174974,0.002700903,0.9702128,0.005196629,0.0002200184,0.0002112277,0.00005407395,0.0001278462,0.0001041962,0.00133795,0.01969019],"study_design_scores_gemma":[0.000219218,0.0002615784,0.01855497,0.8957054,0.06560985,0.001345039,0.0005170739,0.00008331519,0.0001937025,0.0002372915,0.01722693,0.00004568283],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004263722,0.9915836,0.000185384,0.0002964279,0.0001234253,0.0006360648,0.002354201,0.00001214204,0.0005450553],"genre_scores_gemma":[0.03334781,0.9625388,0.0009290963,0.0004747075,0.0001174308,0.001140178,0.001242748,0.000007574079,0.0002016653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01880277,"threshold_uncertainty_score":0.02766156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117680018463911,"score_gpt":0.4540100175721544,"score_spread":0.3363299991082434,"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."}}