{"id":"W2065466740","doi":"10.1016/j.nec.2004.04.018","title":"Metastatic spine disease: epidemiology, pathophysiology, and evaluation of patients","year":2004,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Weakness; Paralysis; Disease; Nerve root; Radiology; Metastasis; Natural history; Spinal cord; Biopsy; Percutaneous; Back pain; Surgery; Pathology; Cancer; 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":[0.000462537,0.0006923279,0.001593741,0.002173387,0.0002572457,0.0007477254,0.0008522882,0.000664215,0.001091875],"category_scores_gemma":[0.001246701,0.0002045631,0.0005277613,0.003866251,0.000316468,0.0006900001,0.000279314,0.0005481508,0.0003079426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639715,"about_ca_system_score_gemma":0.00131793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499865,"about_ca_topic_score_gemma":0.008197887,"domain_scores_codex":[0.9996896,0.0000501312,0.00005855176,0.00006178922,0.0001146246,0.00002533666],"domain_scores_gemma":[0.9995109,0.0001842404,0.0001483076,0.00000891699,0.0001164627,0.00003117876],"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":[0.0002001686,0.00014159,0.03219622,0.01267351,0.0002826097,0.001328702,0.000172975,0.0004322301,0.001089114,0.001014232,0.01805275,0.9324158],"study_design_scores_gemma":[0.0001369976,0.000692707,0.2902686,0.03069524,0.002558739,0.06796624,0.001549518,0.001343174,0.001404798,0.003529505,0.5997074,0.0001471742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00144119,0.9974885,0.00009397535,0.0002433352,0.0000449382,0.000005527475,0.00004343597,0.000004369828,0.0006347836],"genre_scores_gemma":[0.006920936,0.9922729,0.0002815371,0.0001239959,0.0001222347,0.000007801197,0.00007658108,7.215558e-7,0.0001933974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003499865,"threshold_uncertainty_score":0.006958961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227725584496574,"score_gpt":0.4152009783725955,"score_spread":0.2924284199229381,"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."}}