{"id":"W1992998258","doi":"10.1097/brs.0000000000000872","title":"Anterior Versus Posterior Approach for Multilevel Degenerative Cervical Disease","year":2015,"lang":"es","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Dysphagia; Propensity score matching; Surgery; Complication; Retrospective cohort study; Anterior temporal lobectomy; Laminectomy; Epilepsy surgery; Spinal cord; Epilepsy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003138355,0.0004311246,0.0007110484,0.000102789,0.0001112828,0.00008069521,0.0002246171,0.0001901529,0.000242329],"category_scores_gemma":[0.0006866485,0.0003449137,0.000278393,0.0001936604,0.0001670273,0.0001144946,0.0002211168,0.0002436339,0.0002063823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552702,"about_ca_system_score_gemma":0.0003992243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003656188,"about_ca_topic_score_gemma":0.00000400872,"domain_scores_codex":[0.9976527,0.00008969435,0.0005226734,0.0006800808,0.0004389015,0.0006159553],"domain_scores_gemma":[0.9974559,0.00004711865,0.0001373822,0.0005073028,0.0003967939,0.001455528],"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":[0.08458108,0.005439354,0.011031,0.00720039,0.001139597,0.0006421943,0.003124807,0.00008141598,0.009682687,0.005703776,0.003495143,0.8678786],"study_design_scores_gemma":[0.1061706,0.01801415,0.4321431,0.002553718,0.005029703,0.0001421877,0.002848144,0.2805867,0.009250731,0.0006893285,0.1385947,0.003976964],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075966,0.0149735,0.04472988,0.01225915,0.005152085,0.005311074,0.001866331,0.000326644,0.007784766],"genre_scores_gemma":[0.9753928,0.0000715489,0.01630812,0.001034618,0.00309177,0.0002416088,0.0006189665,0.00008519911,0.003155341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8639016,"threshold_uncertainty_score":0.9999003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730302282248494,"score_gpt":0.3439499860917034,"score_spread":0.270919757866854,"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."}}