{"id":"W2077675867","doi":"10.3171/2010.3.spine09202","title":"Diagnosis and management of metastatic spine disease","year":2010,"lang":"en","type":"review","venue":"Journal of Neurosurgery Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":411,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Vancouver Spine Surgery Institute; University of British Columbia","funders":"","keywords":"Medicine; Neurosurgery; Radiation therapy; Disease; Orthopedic surgery; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001017271,0.0005617563,0.003484523,0.001223429,0.00003530819,0.00003906972,0.0002576769,0.00007453223,0.0002297609],"category_scores_gemma":[0.0005769499,0.0004095114,0.001318218,0.0006542614,0.0001532734,0.0001492609,0.0001895503,0.0006761946,0.000008442963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524386,"about_ca_system_score_gemma":0.0002407014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.896529e-7,"about_ca_topic_score_gemma":1.293576e-7,"domain_scores_codex":[0.9956895,0.000202398,0.002382023,0.0003744881,0.001028377,0.000323287],"domain_scores_gemma":[0.9954955,0.0001639774,0.002645161,0.0006785127,0.000217543,0.0007993116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008554661,0.0009820136,0.0002072342,0.1306889,0.001211172,0.008963563,0.000003967183,6.097271e-7,0.000002973225,0.0001093683,0.003241395,0.8545033],"study_design_scores_gemma":[0.00104326,0.0003027401,0.005926549,0.03462208,0.02246197,0.0004649648,0.000006843041,0.000004965759,0.000001934709,0.00003646253,0.9348564,0.0002719063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00114076,0.9959235,0.00008016987,0.0005841437,0.0008710451,0.001196745,0.00005697407,0.00001429308,0.0001323249],"genre_scores_gemma":[0.00008744727,0.9955131,0.002998874,0.0002815716,0.0001848632,0.00005625582,0.00003518644,0.00009717625,0.0007455617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9316149,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07425131147930093,"score_gpt":0.36062551834344,"score_spread":0.2863742068641391,"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."}}