{"id":"W3201227756","doi":"10.1016/j.wneu.2021.09.014","title":"Does the Region of the Spine Involved with Metastatic Tumor Affect Outcomes of Surgical Treatments?","year":2021,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Surgery; Lumbar; Metastasis; Univariate analysis; Confidence interval; Radiation therapy; Population; Multivariate analysis; 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":[0.0009625908,0.0002557274,0.0006655777,0.0007618056,0.000417513,0.001326569,0.0006151605,0.0009397643,0.004420313],"category_scores_gemma":[0.009862928,0.0001484932,0.0008540595,0.001136206,0.0005685597,0.001017703,0.0004165904,0.0007014591,0.001027656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214458,"about_ca_system_score_gemma":0.0009020116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005413127,"about_ca_topic_score_gemma":0.01669846,"domain_scores_codex":[0.9990324,0.0002527871,0.0001314877,0.000110631,0.0002520019,0.0002207162],"domain_scores_gemma":[0.9965093,0.0008602562,0.001703989,0.00009325951,0.0005023389,0.0003308191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003847502,0.00007476406,0.9487946,0.0001782884,0.0003601223,0.0007394425,0.0001883713,0.0004653642,0.000902339,0.0003574449,0.001438817,0.04611573],"study_design_scores_gemma":[0.0000131677,0.0002650594,0.9893909,0.0002492704,0.0002634578,0.003899388,0.00103849,0.0004072811,0.0002314254,0.0007780862,0.003445924,0.00001757583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425381,0.0268744,0.001605331,0.006479847,0.0005710011,0.00003700918,0.001221578,0.00002359808,0.0206491],"genre_scores_gemma":[0.9937379,0.004020798,0.0003733452,0.0005567592,0.0004549774,0.000008405234,0.0002777412,0.00002446465,0.0005455716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005413127,"threshold_uncertainty_score":0.01478744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707610608606865,"score_gpt":0.2734687820734787,"score_spread":0.24639267598741,"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."}}