{"id":"W2334053068","doi":"10.1097/brs.0000000000000400","title":"Risk Factors for Postoperative Subsidence of Single-Level Anterior Cervical Discectomy and Fusion","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Anterior cervical discectomy and fusion; Subsidence; Odds ratio; Retrospective cohort study; Perioperative; Surgery; Logistic regression; Internal medicine; Cervical spine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001361716,0.0001114621,0.0003062217,0.00004247796,0.0000526588,0.00000745964,0.0000437073,0.00005874843,0.0001166228],"category_scores_gemma":[0.0004122099,0.00007278847,0.00006235566,0.00008347658,0.00008002493,0.00005292112,0.00005241597,0.0000816948,0.00000371713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001222162,"about_ca_system_score_gemma":0.00001471613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042322,"about_ca_topic_score_gemma":0.00005153105,"domain_scores_codex":[0.9993032,0.00002898021,0.0002076461,0.0001963757,0.0001228214,0.0001409489],"domain_scores_gemma":[0.9994862,0.0000817524,0.00007295905,0.0001405428,0.0001025503,0.0001159992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000921647,0.0004730286,0.2461421,0.0006544073,0.0000666892,0.000007752946,0.001778603,0.000001189667,0.4703736,0.001284553,0.00003437491,0.278262],"study_design_scores_gemma":[0.001319011,0.001868564,0.9478734,0.0002063827,0.00008108545,0.00001565456,0.0001418652,0.0008991375,0.04601863,0.0004306562,0.00102221,0.0001234045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902673,0.0001400832,0.007991291,0.0008185318,0.00007725598,0.00028547,0.0000445674,0.0000199749,0.0003555795],"genre_scores_gemma":[0.9967785,0.00004208596,0.002669522,0.0001493726,0.00008522774,0.00000668592,0.00002232722,0.00001161037,0.0002346202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7017313,"threshold_uncertainty_score":0.2968228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912542403300156,"score_gpt":0.2881053567826594,"score_spread":0.2589799327496578,"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."}}