{"id":"W4406144706","doi":"10.2196/67290","title":"Comparison of Outcomes Between Staged and Same-Day Circumferential Spinal Fusion for Adult Spinal Deformity: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Spinal deformity; Systematic review; MEDLINE; Spinal fusion; Web of science; Surgery; Physical therapy; Deformity; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009393308,0.0004666421,0.01567053,0.001839881,0.0001146326,0.00007255402,0.0004749093,0.000379638,0.0003234425],"category_scores_gemma":[0.02749223,0.0002389355,0.003668376,0.0009237828,0.0002519469,0.0001183363,0.00032292,0.001975823,0.000002511026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459724,"about_ca_system_score_gemma":0.001104676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000922124,"about_ca_topic_score_gemma":0.00003622894,"domain_scores_codex":[0.9899845,0.002318059,0.003267728,0.0004417225,0.003586646,0.0004014023],"domain_scores_gemma":[0.9845364,0.009134358,0.002164163,0.0004389879,0.003027069,0.0006990005],"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":[0.0001486636,0.0006210348,0.0009334721,0.7043042,0.2049937,0.00006159959,0.00005839926,9.628419e-9,7.54989e-8,0.00004167594,0.0004625767,0.08837458],"study_design_scores_gemma":[0.0008376314,0.002303804,0.0005538487,0.326028,0.6678334,0.0000963266,0.0001950698,0.000003713743,0.000006904193,0.00002560357,0.001986299,0.0001293365],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002014419,0.9922729,0.0003365034,0.003633665,0.00007030446,0.003348073,0.000114552,0.000003346432,0.00001922635],"genre_scores_gemma":[0.01390111,0.9852193,0.0001196185,0.0001870677,0.00009978194,0.0003335552,0.00002953799,0.00002337136,0.00008668035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4628397,"threshold_uncertainty_score":0.9989429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3672936622506245,"score_gpt":0.6088491259791917,"score_spread":0.2415554637285672,"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."}}