{"id":"W2016703415","doi":"10.1016/j.jspd.2014.01.001","title":"Postoperative Recovery Outcomes in Adult Scoliosis: A Prospective Multicenter Database With 5-Year Follow-Up","year":2014,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Oswestry Disability Index; Scoliosis; Quality of life (healthcare); Prospective cohort study; Retrospective cohort study; Orthopedic surgery; Osteotomy; Surgery; Database; Physical therapy; Low back pain","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":[0.0001709059,0.0002860214,0.0005556911,0.0001833616,0.00007466365,0.00003252235,0.00008421714,0.00007535867,0.00005068861],"category_scores_gemma":[0.0003562479,0.0001780306,0.0001280948,0.0002948901,0.00006117594,0.0003084739,0.00006454111,0.0002169592,0.00009907896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208595,"about_ca_system_score_gemma":0.00008803424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008510466,"about_ca_topic_score_gemma":0.003629842,"domain_scores_codex":[0.9984962,0.00005044551,0.0003020652,0.0004707512,0.000314725,0.0003658356],"domain_scores_gemma":[0.9989969,0.00002704297,0.00009390964,0.000469948,0.0002436604,0.0001685458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009361606,0.001239324,0.9945815,0.00004775261,0.0002037174,0.00003887316,0.0003695561,0.000002800931,0.0001107277,0.00106054,0.00009403061,0.001315062],"study_design_scores_gemma":[0.01436395,0.002047928,0.9730616,0.0007508014,0.000159299,0.00002677544,0.0004248832,0.0001170396,0.008663069,0.00004557864,0.0001118083,0.0002272591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947646,0.00006549026,0.00004953806,0.001113976,0.0001406846,0.001481882,0.00003793042,0.00005925413,0.002286649],"genre_scores_gemma":[0.9959572,0.00004153626,0.001560672,0.00164818,0.00005712254,0.0004502826,0.00004923287,0.00003160378,0.000204178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151985,"threshold_uncertainty_score":0.7259879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151033088650774,"score_gpt":0.2715918810306349,"score_spread":0.2600815501441271,"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."}}