{"id":"W4386421003","doi":"10.1186/s13018-023-04138-0","title":"Short-term clinical efficacy and safety of unilateral biportal endoscopic transforaminal lumbar interbody fusion versus minimally invasive transforaminal lumbar interbody fusion in the treatment of lumbar degenerative diseases: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Orthopaedic Surgery and Research","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Lumbar; Inclusion and exclusion criteria; Meta-analysis; Back pain; Confidence interval; Spinal fusion; Orthopedic surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01344886,0.002557465,0.02052661,0.005308709,0.0007215466,0.003252991,0.001950604,0.002848798,0.002347083],"category_scores_gemma":[0.02523523,0.001380831,0.03553995,0.004731996,0.0008785625,0.00182552,0.001284764,0.001799833,0.0002008486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073848,"about_ca_system_score_gemma":0.002981737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012329,"about_ca_topic_score_gemma":0.007238151,"domain_scores_codex":[0.9912656,0.003640644,0.002983793,0.000894491,0.0009826677,0.0002327787],"domain_scores_gemma":[0.9821385,0.01235077,0.003574007,0.000456573,0.001241967,0.0002382281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004323955,0.00006006916,0.003554642,0.3818211,0.5969751,0.0001081364,0.00009495411,0.0003779987,0.0003785141,0.00009820757,0.0002665053,0.01194094],"study_design_scores_gemma":[0.0007244026,0.0003992891,0.002671118,0.01588611,0.9790309,0.00008220405,0.00003936899,0.0001276956,0.0001418721,0.0001066474,0.0007710744,0.00001938595],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007042917,0.9917247,0.0003208861,0.000143761,0.0001267209,0.0002357509,0.0002216286,0.0000124009,0.0001711575],"genre_scores_gemma":[0.2314298,0.7623327,0.002268282,0.001059464,0.0005196956,0.001377905,0.000657184,0.00002560259,0.0003293354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02052661,"threshold_uncertainty_score":0.07112527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2721121732331506,"score_gpt":0.476079399579277,"score_spread":0.2039672263461264,"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."}}