{"id":"W1970414269","doi":"10.1097/brs.0b013e31820019f9","title":"Minimally Invasive Approach for the Resection of Spinal Neoplasm","year":2011,"lang":"en","type":"article","venue":"Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Western University","funders":"","keywords":"Medicine; Surgery; Intramedullary rod; Lumbar; Retrospective cohort study","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":[0.0003923091,0.000544208,0.0003107482,0.0008541954,0.0004741471,0.0005163412,0.0004365072,0.0006970473,0.002576268],"category_scores_gemma":[0.002046702,0.0002632963,0.0003956025,0.0006613879,0.0005857222,0.0005308062,0.0005060425,0.0005639577,0.000594924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057224,"about_ca_system_score_gemma":0.0006366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003231169,"about_ca_topic_score_gemma":0.0006168334,"domain_scores_codex":[0.9994426,0.00007739904,0.00009317018,0.0001361531,0.0001606678,0.00008986197],"domain_scores_gemma":[0.9985192,0.0003561761,0.0006871087,0.0001575284,0.0001007437,0.0001792669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004554049,0.0003561693,0.8154474,0.0004089565,0.0001021822,0.1523661,0.0003657855,0.0003097231,0.006061352,0.0002564022,0.0005330334,0.02333747],"study_design_scores_gemma":[0.00006680515,0.001887197,0.1668267,0.0001162819,0.00006939612,0.826608,0.0003426421,0.0003094866,0.001292021,0.00006972787,0.002389487,0.0000223634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931722,0.002803295,0.001463861,0.0000568665,0.00003277027,0.0001619804,0.0001037648,0.00002870837,0.002176517],"genre_scores_gemma":[0.9969831,0.001240897,0.0008523411,0.0001004439,0.0001042431,0.0001385727,0.0001979238,0.000005747969,0.0003767811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002576268,"threshold_uncertainty_score":0.008618474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065956699511092,"score_gpt":0.2974816562552793,"score_spread":0.2268220892601684,"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."}}