{"id":"W4385186239","doi":"10.1097/bsd.0000000000001499","title":"A Surgical Treatment Algorithm for Restoring Pelvic Balance and Health-related Quality of Life in High-grade Lumbosacral Spondylolisthesis","year":2023,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pelvis; Spondylolisthesis; Lumbosacral joint; Retrospective cohort study; Incidence (geometry); Surgery; Lumbar; Spinal fusion; Cohort; Cohort study; Quality of life (healthcare); Balance (ability); Physical therapy; Internal medicine; Nursing","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":[0.00409529,0.0002347572,0.001593814,0.0004489938,0.00005622992,0.00001693546,0.00009587395,0.0002540766,0.00007121307],"category_scores_gemma":[0.004251269,0.0002024634,0.0004327228,0.001072281,0.0001618347,0.0001651316,0.00005731052,0.0002157148,0.000018053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445145,"about_ca_system_score_gemma":0.0003451383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009921304,"about_ca_topic_score_gemma":0.00008511671,"domain_scores_codex":[0.9957042,0.0003322062,0.002601365,0.0006483413,0.0002314983,0.0004823456],"domain_scores_gemma":[0.9979335,0.0003201042,0.000707516,0.0004855171,0.0001786401,0.0003747283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737378,0.001879445,0.5575413,0.0004262082,0.000165945,0.00003809134,0.00007288082,0.000002063871,0.0002124787,0.002104804,0.005653786,0.4317292],"study_design_scores_gemma":[0.004002274,0.001005491,0.9867733,0.0001394434,0.00002976722,0.00002071936,0.00002679104,0.00384031,0.00005183982,0.000186838,0.003753176,0.0001700598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663906,0.0007598721,0.0003380085,0.03102994,0.0003621434,0.0008476255,0.00004295323,0.0001591851,0.00006966294],"genre_scores_gemma":[0.9899958,0.002566738,0.003554326,0.0007787743,0.0004385619,0.0003956339,0.001303264,0.00004569177,0.0009212077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4315592,"threshold_uncertainty_score":0.8256217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1999282057186492,"score_gpt":0.4379426383368863,"score_spread":0.2380144326182371,"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."}}