{"id":"W1999902557","doi":"10.1097/bsd.0b013e318169026f","title":"Minimally Invasive Interbody Fusion for Revision Lumbar Surgery","year":2009,"lang":"en","type":"article","venue":"Journal of Spinal Disorders & Techniques","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Surgery; Perioperative; Lumbar; Asymptomatic; Blood loss; Complication; Invasive surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005194905,0.000191587,0.0006376037,0.0004420935,0.00005230252,0.000020219,0.0001644466,0.0001528382,0.00006181964],"category_scores_gemma":[0.0006362822,0.0001464846,0.0006347034,0.0001643663,0.0000623801,0.0002606464,0.00003042275,0.000279856,0.000004711457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956282,"about_ca_system_score_gemma":0.0001481784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005502111,"about_ca_topic_score_gemma":0.000005774236,"domain_scores_codex":[0.9984958,0.00003850537,0.0007988275,0.0001823391,0.0002401292,0.0002444575],"domain_scores_gemma":[0.9988135,0.0000191489,0.0004899309,0.0001789452,0.0003735405,0.0001249599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001201441,0.0007026813,0.002546714,0.0002656888,0.00006600587,0.0001480899,0.0001105243,8.242043e-8,0.3928456,0.0002480248,0.09787013,0.503995],"study_design_scores_gemma":[0.002982971,0.07993905,0.5928354,0.01247511,0.0006630867,0.00216686,0.0007496537,0.00003816114,0.2500204,0.01639451,0.04087807,0.0008567211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771107,0.002790973,0.00781201,0.009937103,0.0001984411,0.0005830731,0.000003053209,0.00008465238,0.001480025],"genre_scores_gemma":[0.9733118,0.004210889,0.01908221,0.002966582,0.0002899722,0.000007359369,0.000008249574,0.00002137471,0.0001015301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902887,"threshold_uncertainty_score":0.597347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225739798938377,"score_gpt":0.3288831547777447,"score_spread":0.306309174883907,"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."}}