{"id":"W4312090001","doi":"10.1177/21925682221146502","title":"Comparison of Overall Complication Rates in VCR-Based vs Non-VCR-Based Corrective Techniques in Severe Rigid Kyphoscoliosis Patients: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Medicine; Complication; Meta-analysis; Surgery; Kyphoscoliosis; Cobb angle; Perioperative; Odds ratio; Scoliosis; Osteotomy; Confidence interval; Anesthesia; 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":[0.01318017,0.002758211,0.01729595,0.006547864,0.0006037905,0.003019097,0.001964145,0.002311588,0.002263324],"category_scores_gemma":[0.0291898,0.001722358,0.0452172,0.007129106,0.000687434,0.001575133,0.001208013,0.001605926,0.0002366346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188974,"about_ca_system_score_gemma":0.002263815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005171395,"about_ca_topic_score_gemma":0.009513203,"domain_scores_codex":[0.9906352,0.003869406,0.003015941,0.001253333,0.0009379421,0.0002881704],"domain_scores_gemma":[0.9807164,0.01314931,0.004060606,0.0006107566,0.001218272,0.0002445162],"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":[0.002883933,0.00002834049,0.01009194,0.1689309,0.8109865,0.0001195866,0.00005228716,0.000420552,0.0002004469,0.0000647441,0.0003251065,0.005895658],"study_design_scores_gemma":[0.0005920175,0.0002130974,0.005106955,0.007180064,0.9860038,0.00008611238,0.00002923365,0.0001351538,0.0000974507,0.00008509193,0.0004543925,0.00001655952],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01846842,0.9788321,0.0008720611,0.0001874997,0.0001901404,0.0003984669,0.0007294099,0.00003273178,0.0002891608],"genre_scores_gemma":[0.4228514,0.5685846,0.00362531,0.000929154,0.0004033679,0.001928447,0.00123721,0.00003753579,0.0004030516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01729595,"threshold_uncertainty_score":0.06970423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0655661857753674,"score_gpt":0.4229819823272875,"score_spread":0.3574157965519201,"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."}}