{"id":"W2336882784","doi":"10.1097/brs.0000000000001588","title":"Anterior Cervical Discectomy and Fusion","year":2016,"lang":"es","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Medicine; Anterior cervical discectomy and fusion; Surgery; Discectomy; Cohort; Arthrodesis; Logistic regression; Learning curve; Degenerative disc disease; Cervical spine; Lumbar; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000158092,0.0002084948,0.0003956566,0.00006798519,0.00006871716,0.00002795038,0.00008127585,0.0001359726,0.003766493],"category_scores_gemma":[0.0001181665,0.0001095915,0.00008024665,0.0001356183,0.0001652231,0.00006852052,0.0002231785,0.000127502,0.0006947083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003064096,"about_ca_system_score_gemma":0.00003462548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003392269,"about_ca_topic_score_gemma":0.000007949151,"domain_scores_codex":[0.9987273,0.00004221306,0.0002944306,0.0003693902,0.0002268032,0.0003399191],"domain_scores_gemma":[0.9992208,0.00003887704,0.00006185935,0.0002890658,0.0000514998,0.0003378311],"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":[0.0002429941,0.0001423978,0.0559837,0.0004456358,0.00003314606,0.0001448527,0.00007188708,2.889044e-9,0.08372143,0.001460723,0.00009958177,0.8576537],"study_design_scores_gemma":[0.002461296,0.0007263049,0.911747,0.002171986,0.0001227194,0.0001041596,0.00002711779,0.00003937419,0.003592839,0.0004353518,0.07833561,0.0002362212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639127,0.004340109,0.0004752938,0.02462757,0.0004260856,0.0002584237,0.0000328317,0.00006928277,0.005857665],"genre_scores_gemma":[0.9904743,0.003105452,0.0002034981,0.0006140739,0.001025826,0.000007054522,0.00000595004,0.0000260811,0.004537774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8574174,"threshold_uncertainty_score":0.9971442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0098801067924994,"score_gpt":0.2770997058776609,"score_spread":0.2672195990851615,"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."}}