{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006732409,0.0004829234,0.0008437286,0.001741865,0.001119166,0.0009410653,0.0006916216,0.001117284,0.005361483],"category_scores_gemma":[0.002804959,0.0003889912,0.0007434478,0.001775996,0.0009996741,0.0006378402,0.0009238414,0.0006634247,0.0009860651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008976798,"about_ca_system_score_gemma":0.001591421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205257,"about_ca_topic_score_gemma":0.002062043,"domain_scores_codex":[0.9983851,0.0002381134,0.0003157833,0.0005008909,0.0003173302,0.0002429325],"domain_scores_gemma":[0.9979948,0.0004647568,0.0009241484,0.0002263423,0.0001596353,0.0002303496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003883873,0.0006185159,0.943083,0.0003625913,0.0001350508,0.04266224,0.0002754104,0.0001048849,0.0008991705,0.000286838,0.0004909281,0.01069299],"study_design_scores_gemma":[0.0002115667,0.002493829,0.4650479,0.0002567621,0.0002519971,0.5256819,0.001337664,0.0004056662,0.0006724817,0.0003157524,0.003281394,0.0000431525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896458,0.004850288,0.0008136916,0.0001534916,0.00008644396,0.000524074,0.000473647,0.00001460251,0.003437905],"genre_scores_gemma":[0.9966001,0.001251516,0.0007300427,0.0001670806,0.0002074151,0.0002351204,0.0004043195,0.000003417659,0.0004010942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005361483,"threshold_uncertainty_score":0.01793599,"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."}}