{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004620822,0.0008137798,0.001504696,0.003276474,0.0003507735,0.0007900007,0.0008944746,0.0009049808,0.001667811],"category_scores_gemma":[0.001014912,0.0002419701,0.0004765904,0.001761732,0.0006438031,0.0008913581,0.0005376701,0.001546203,0.001217475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286217,"about_ca_system_score_gemma":0.001097011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299821,"about_ca_topic_score_gemma":0.00406837,"domain_scores_codex":[0.9996905,0.0000609198,0.00005286317,0.0000408343,0.0001325241,0.00002232694],"domain_scores_gemma":[0.9997485,0.0001033073,0.00005479747,0.000007164335,0.00006570436,0.00002052007],"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":[0.00003039707,0.00005266086,0.0005598379,0.01142801,0.00006930529,0.0009870146,0.0000839881,0.0002983395,0.000919693,0.001585589,0.02849379,0.9554914],"study_design_scores_gemma":[0.00002918061,0.0001126667,0.004861935,0.01454849,0.0001766811,0.02260135,0.0002352315,0.0002315186,0.0006587083,0.003456271,0.9530517,0.00003623667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001251272,0.9984109,0.0001154001,0.0002825448,0.0001341497,0.000004971785,0.000007846483,0.000004249496,0.0009146816],"genre_scores_gemma":[0.0009986543,0.9981389,0.000228327,0.000163586,0.000202945,0.000004567587,0.00001651437,7.578455e-7,0.0002457692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003276474,"threshold_uncertainty_score":0.005579352,"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."}}