{"id":"W2296762161","doi":"10.3109/02688697.2015.1133802","title":"Rapid improvements in pain and quality of life are sustained after surgery for spinal metastases in a large prospective cohort","year":2016,"lang":"en","type":"article","venue":"British Journal of Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Surgery; Prospective cohort study; Cohort; Complication; Cohort study; Adverse effect; 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":[0.0007575102,0.0002732898,0.0004144038,0.0005170181,0.0004403377,0.0007659697,0.0003161016,0.0004704552,0.002396631],"category_scores_gemma":[0.002127816,0.0002692059,0.0005599468,0.0008564094,0.0003035354,0.0005261159,0.0004717741,0.0006387849,0.000367755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485787,"about_ca_system_score_gemma":0.0002878409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868727,"about_ca_topic_score_gemma":0.002639703,"domain_scores_codex":[0.9994887,0.0001224071,0.00005418517,0.0001424991,0.00009355699,0.00009859401],"domain_scores_gemma":[0.9986061,0.0002810997,0.0006251915,0.0001357134,0.00008549255,0.0002664094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538979,0.00002219296,0.9986193,0.000009206744,0.00004068297,0.0001287156,0.00003612081,0.0000109833,0.0001818044,0.000006013083,0.00006950865,0.000721547],"study_design_scores_gemma":[0.000009734722,0.0001641147,0.9990321,0.000004760654,0.0000235255,0.0004995036,0.0001052686,0.00003157279,0.00002161252,0.000009452273,0.00009532011,0.000002963197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990758,0.0003511716,0.00006350444,0.0000440602,0.000006129869,0.000009067389,0.0003118265,0.000002657748,0.0001358762],"genre_scores_gemma":[0.9992626,0.0001746576,0.0000488071,0.00002348105,0.00001553017,0.00001116873,0.00036498,0.000001692992,0.00009705312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002396631,"threshold_uncertainty_score":0.0080176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188345219893545,"score_gpt":0.2911759349695785,"score_spread":0.259292482770643,"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."}}