{"id":"W4378715557","doi":"10.7759/cureus.39664","title":"Predictors of Recovery Following Lumbar Microdiscectomy for Sciatica: A Systematic Review and Meta-Analysis of Observational Studies","year":2023,"lang":"en","type":"review","venue":"Cureus","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Association of Nurses in Oncology; University of British Columbia; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Sciatica; Confidence interval; Odds ratio; Observational study; Physical therapy; Oswestry Disability Index; Low back pain; Internal medicine","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":[0.01660411,0.002119719,0.01703042,0.005985261,0.0006850819,0.00319808,0.002129314,0.001953705,0.002405272],"category_scores_gemma":[0.0497575,0.001512968,0.03123488,0.009177685,0.0007959825,0.001469247,0.001747471,0.00192399,0.0002491425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375585,"about_ca_system_score_gemma":0.005516136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040715,"about_ca_topic_score_gemma":0.02238171,"domain_scores_codex":[0.9869823,0.005490963,0.004912831,0.001143411,0.001149558,0.0003210941],"domain_scores_gemma":[0.9593067,0.02969527,0.007023934,0.001019864,0.002568399,0.0003859816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001074502,0.00002893303,0.007530997,0.5041128,0.4767847,0.0001164396,0.0001289617,0.0003086937,0.000118377,0.00008623139,0.0004807299,0.009228514],"study_design_scores_gemma":[0.00035204,0.0001519505,0.007670113,0.0457579,0.9440792,0.0001208019,0.00008626363,0.0001130445,0.0000756485,0.0001420993,0.001424246,0.0000268315],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004651064,0.9938105,0.0003389971,0.0001627478,0.0000895769,0.000208664,0.0006010988,0.00001235432,0.0001251185],"genre_scores_gemma":[0.1191946,0.8759571,0.001688363,0.0007023716,0.0001535345,0.001039634,0.001085301,0.00001903154,0.0001600012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01703042,"threshold_uncertainty_score":0.08781201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4540422676507608,"score_gpt":0.4803239949023661,"score_spread":0.02628172725160527,"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."}}