{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007509703,0.0004242664,0.0004977062,0.001925282,0.0004597214,0.0005322927,0.0004225091,0.0003738698,0.002370459],"category_scores_gemma":[0.004151914,0.0003245048,0.0004552502,0.001629562,0.0003911282,0.0003713352,0.0004798248,0.000369974,0.0003863992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005887945,"about_ca_system_score_gemma":0.0009689134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589915,"about_ca_topic_score_gemma":0.002431045,"domain_scores_codex":[0.9987758,0.0002484482,0.0002165144,0.0002568185,0.0003807278,0.0001217461],"domain_scores_gemma":[0.992709,0.001532258,0.004217331,0.00027607,0.0008194942,0.0004457825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050449,0.00007212048,0.9911481,0.0001854258,0.00003738023,0.002221764,0.0002448293,0.00003869121,0.0003233806,0.00002289407,0.0003278485,0.005272481],"study_design_scores_gemma":[0.00005693676,0.001164401,0.966689,0.0002350911,0.00008880552,0.02834696,0.001056373,0.0002526369,0.0004418951,0.0000335134,0.001612251,0.00002207283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961076,0.001735319,0.0005491614,0.00003607132,0.00001678151,0.0002687262,0.0005708959,0.00001798073,0.0006974686],"genre_scores_gemma":[0.9975907,0.0008868591,0.0005337474,0.00009162685,0.00003731358,0.0002104035,0.000508916,0.000004816785,0.0001355586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002370459,"threshold_uncertainty_score":0.007929921,"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."}}