{"id":"W4415306151","doi":"10.1016/j.bas.2025.104601","title":"Reoperation rates for decompression and fusion versus decompression alone for degenerative spondylolisthesis: A comparative analysis","year":2025,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Spine Surgery Institute; Western University; University of Toronto; Lawson Health Research Institute; Dalhousie University","funders":"","keywords":"Decompression; Surgical decompression; Decompression sickness; Degenerative disease; Complication","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":[0.0001615559,0.0001640458,0.0005968633,0.0002724793,0.0001951438,0.00003095013,0.00003851215,0.00009861805,0.00002449571],"category_scores_gemma":[0.0001848072,0.0001181252,0.000136355,0.0002550587,0.00006032334,0.00008889868,0.0000447833,0.00005674597,7.669059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001681162,"about_ca_system_score_gemma":0.00003103444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107468,"about_ca_topic_score_gemma":0.0001101549,"domain_scores_codex":[0.9991451,0.00006117641,0.0002446053,0.0003425863,0.00005276819,0.0001538001],"domain_scores_gemma":[0.9995223,0.00008703217,0.00006905096,0.0001314381,0.0001172105,0.00007293228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01418174,0.001387303,0.004974188,0.002649269,0.004955597,0.00002705442,0.004251431,0.0001413281,0.5507445,0.03863813,0.08788508,0.2901644],"study_design_scores_gemma":[0.05400855,0.008260491,0.2873843,0.002569963,0.007985038,0.00004239153,0.002507883,0.3393748,0.1794748,0.001388455,0.115804,0.001199387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840299,0.02963085,0.0789056,0.005174632,0.0001569221,0.001624737,0.00003982478,0.00004721951,0.0003903724],"genre_scores_gemma":[0.957068,0.003632987,0.03241616,0.001688039,0.000137073,0.0004986816,0.0006501757,0.0000166603,0.003892284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712698,"threshold_uncertainty_score":0.4817005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966999783738696,"score_gpt":0.406863750773771,"score_spread":0.357193752936384,"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."}}