{"id":"W2088811969","doi":"10.1097/brs.0b013e3181d830de","title":"Surgeon Perceptions and Reported Complications in Spine Surgery","year":2010,"lang":"en","type":"review","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Grading (engineering); Systematic review; Evidence-based medicine; MEDLINE; Complication; Cervical spine; Surgery; Physical therapy; General surgery; Alternative 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":[0.02865808,0.001082928,0.006369601,0.009803131,0.0006416276,0.002655232,0.001550718,0.001985464,0.00295441],"category_scores_gemma":[0.118416,0.001169279,0.007287377,0.01244576,0.001278695,0.002524311,0.001772885,0.001017087,0.0002273163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523978,"about_ca_system_score_gemma":0.01216909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005311747,"about_ca_topic_score_gemma":0.01303603,"domain_scores_codex":[0.9465322,0.01815469,0.02322014,0.00326604,0.008183061,0.0006437424],"domain_scores_gemma":[0.8673707,0.07133129,0.04898002,0.001814115,0.009728626,0.0007752096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000816452,0.00006944343,0.03062263,0.910711,0.02826092,0.0001761354,0.001082098,0.0001525631,0.0001011912,0.0001682187,0.00136218,0.02647716],"study_design_scores_gemma":[0.002101124,0.001265418,0.0935091,0.7860268,0.1006835,0.001471349,0.00292607,0.0002519681,0.0002812194,0.0004981048,0.01084913,0.0001362377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02826175,0.9615595,0.0008130461,0.0006805504,0.0002497477,0.004308862,0.003174852,0.00002181029,0.0009298761],"genre_scores_gemma":[0.3539395,0.6198459,0.004556473,0.002728148,0.0002754412,0.01660892,0.001658258,0.00001775175,0.000369643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02865808,"threshold_uncertainty_score":0.1515602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0820381926237356,"score_gpt":0.3797856711040011,"score_spread":0.2977474784802655,"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."}}