{"id":"W2923919635","doi":"10.1007/s00586-019-05954-x","title":"Criteria for surgical reduction in high-grade lumbosacral spondylolisthesis based on quality of life measures","year":2019,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Scoliosis Research Society","keywords":"Medicine; Spondylolisthesis; Neurosurgery; Quality of life (healthcare); Lumbosacral joint; Reduction (mathematics); Surgery; Lumbar; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001995645,0.0007300643,0.00121636,0.003941339,0.001450261,0.0008916907,0.00150428,0.001100873,0.003879964],"category_scores_gemma":[0.003988507,0.0001776142,0.002097499,0.001395865,0.0009295049,0.0004409369,0.0009782601,0.0009459417,0.0005721808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223379,"about_ca_system_score_gemma":0.002280349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914445,"about_ca_topic_score_gemma":0.008610882,"domain_scores_codex":[0.99857,0.0002056367,0.0003643477,0.00008920852,0.0005249775,0.0002458105],"domain_scores_gemma":[0.9971467,0.0006028049,0.0006039748,0.00006247104,0.001078594,0.0005055112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612357,0.0003213149,0.9352649,0.0009673401,0.0003672304,0.00341286,0.0005565317,0.001886326,0.006133262,0.002338443,0.008633719,0.03850563],"study_design_scores_gemma":[0.0003230546,0.001537525,0.9505526,0.001306052,0.0004862117,0.01705264,0.001740153,0.009151754,0.002457879,0.003781577,0.01145648,0.0001541172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866067,0.01894906,0.02205316,0.007022105,0.00134772,0.003031451,0.003966434,0.0002054378,0.056818],"genre_scores_gemma":[0.9826254,0.001073081,0.01051067,0.0005489698,0.0001840217,0.0006947674,0.00275167,0.00002472336,0.001586606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004914445,"threshold_uncertainty_score":0.01297975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0739578250862375,"score_gpt":0.3556401850769602,"score_spread":0.2816823599907227,"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."}}