{"id":"W2589451162","doi":"10.1093/neuros/nyw112","title":"Future Advances in Spine Surgery: The AOSpine North America Perspective","year":2017,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Radiosurgery; Myelopathy; Surgery; Radiation therapy; Spinal cord","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":[0.004242683,0.00110287,0.0007601116,0.00277799,0.001437625,0.003856003,0.0009125447,0.004984097,0.02433062],"category_scores_gemma":[0.005406957,0.0003174104,0.0009146603,0.002271183,0.001641269,0.004993565,0.002114753,0.006760111,0.00689232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258957,"about_ca_system_score_gemma":0.008010399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157677,"about_ca_topic_score_gemma":0.01206484,"domain_scores_codex":[0.9986861,0.0001893982,0.0001964957,0.0001499774,0.0005938537,0.0001842419],"domain_scores_gemma":[0.9934334,0.001458757,0.0005322832,0.0001393198,0.002735586,0.00170072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007111124,0.000086429,0.0007382223,0.002736008,0.00003130072,0.0002847757,0.0001469853,0.0002646715,0.0005126781,0.01243486,0.540598,0.4420949],"study_design_scores_gemma":[0.000009557838,0.00005708893,0.0008751024,0.002148928,0.0000196813,0.0005350653,0.0002049034,0.00006249361,0.00004358682,0.00370342,0.9923263,0.00001385343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004096417,0.7574545,0.0007543038,0.1368898,0.0814462,0.00001550965,0.0001087687,0.0001211826,0.02280007],"genre_scores_gemma":[0.004042512,0.867758,0.002533558,0.04338188,0.06649224,0.00003949923,0.0001688337,0.0000499519,0.01553346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02433062,"threshold_uncertainty_score":0.08139402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071183999418074,"score_gpt":0.3053296276393533,"score_spread":0.2846177876451726,"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."}}