{"id":"W4399134040","doi":"10.21037/map-24-ab159","title":"AB159. SOH24AB_033. Outcomes following spinal surgery in patients with Parkinson’s disease: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Mesentery and Peritoneum","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Meta-analysis; Spinal surgery; Parkinson's disease; Medicine; Disease; Systematic review; MEDLINE; Surgery; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005799775,0.0009033076,0.01144146,0.0008412644,0.00008444808,0.0001261856,0.0001322593,0.0001522217,0.00006893417],"category_scores_gemma":[0.0001370261,0.0005039525,0.00441312,0.0009576991,0.00008112153,0.0001469714,0.0001079482,0.0004072447,0.00002096454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541178,"about_ca_system_score_gemma":0.0001991602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000293764,"about_ca_topic_score_gemma":0.0000310712,"domain_scores_codex":[0.9962252,0.0004638546,0.001289328,0.0009747419,0.0006017299,0.0004450878],"domain_scores_gemma":[0.9983283,0.0001491123,0.0003419409,0.0006737999,0.00004536065,0.0004615384],"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":[0.00004740664,0.0001981978,0.04043425,0.8425044,0.1157565,0.0004940588,0.00001739991,2.896953e-8,1.312704e-9,0.000002805119,0.0002011444,0.0003438079],"study_design_scores_gemma":[0.0001922798,0.00007213678,0.02039695,0.1275843,0.820107,0.0000121226,0.00001854912,0.000001699775,2.186349e-9,0.000002358092,0.0311558,0.0004567388],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001708396,0.9946494,0.000001420117,0.0004844923,0.00008319465,0.002740661,0.0002592583,0.00004707227,0.00002612977],"genre_scores_gemma":[0.01045332,0.9867496,0.000007662882,0.0006354519,0.00001851888,0.001024826,0.0004133969,0.0000758535,0.0006213502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7149201,"threshold_uncertainty_score":0.9997412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0564809998047703,"score_gpt":0.3447870225711002,"score_spread":0.2883060227663299,"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."}}