{"id":"W2073816502","doi":"10.1097/brs.0b013e3181971283","title":"An Assessment of the Reliability of the Enneking and Weinstein-Boriani-Biagini Classifications for Staging of Primary Spinal Tumors by the Spine Oncology Study Group","year":2009,"lang":"en","type":"article","venue":"Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; Vancouver General Hospital","funders":"","keywords":"Medicine; Grading (engineering); Radiology; Surgical margin; Nuclear medicine; Surgery; Resection","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":[0.05553954,0.0005154123,0.0006797626,0.004632541,0.0005799057,0.0008250413,0.001093738,0.0005701828,0.000979368],"category_scores_gemma":[0.0959245,0.0004306677,0.0009501089,0.00213676,0.001011818,0.001107016,0.001718978,0.0004845589,0.0003581567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008973847,"about_ca_system_score_gemma":0.001070613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666668,"about_ca_topic_score_gemma":0.002384523,"domain_scores_codex":[0.9727558,0.01514223,0.003612003,0.002435751,0.005545508,0.0005087308],"domain_scores_gemma":[0.8714162,0.07370793,0.01756176,0.00729674,0.02875534,0.00126208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009031783,0.00006894724,0.976369,0.0002118041,0.0003746765,0.0000561851,0.0009571031,0.0006678356,0.0006316804,0.0001266447,0.0006789796,0.01895389],"study_design_scores_gemma":[0.0001970715,0.001103917,0.9857773,0.0001287307,0.0003336295,0.0004744852,0.0008044757,0.008541077,0.000747012,0.0003266126,0.001508901,0.00005674641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833156,0.001686815,0.01122973,0.00008054724,0.0001109124,0.0008388149,0.000651785,0.00004736365,0.002038394],"genre_scores_gemma":[0.9912782,0.0002312479,0.006731283,0.00002605762,0.00005280598,0.0006893027,0.0007815998,0.00001893597,0.0001904771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05553954,"threshold_uncertainty_score":0.2937247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455076901181217,"score_gpt":0.3703080364143742,"score_spread":0.345757267402562,"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."}}