{"id":"W4288063443","doi":"10.1097/brs.0000000000004217","title":"Mechanical Complications in Adult Spinal Deformity Surgery","year":2021,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Spinal deformity; Sagittal plane; Pelvic tilt; Receiver operating characteristic; Confidence interval; Lordosis; Surgery; Deformity; Retrospective cohort study; Complication; Radiography; Internal medicine; Radiology","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":[0.001499255,0.0003809448,0.0004481274,0.0007681184,0.0004896354,0.0004757296,0.0003522518,0.0004963129,0.001752977],"category_scores_gemma":[0.002069179,0.0003997863,0.0006631318,0.0007707943,0.0003393503,0.0004130327,0.0004540975,0.0005111814,0.000213092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437923,"about_ca_system_score_gemma":0.0007622837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352494,"about_ca_topic_score_gemma":0.001580689,"domain_scores_codex":[0.9989551,0.0002576013,0.0001456254,0.0002702513,0.0002154662,0.0001559469],"domain_scores_gemma":[0.9983357,0.0002921199,0.0008475952,0.0001643731,0.0001581683,0.0002021283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981275,0.0001072875,0.9977319,0.00003397562,0.00007210797,0.0001876569,0.00003169471,0.00001912051,0.00008813554,0.00002208153,0.00006354488,0.001244467],"study_design_scores_gemma":[0.0001441866,0.002942086,0.9938975,0.0000371613,0.0001073239,0.00194217,0.000198577,0.0002283694,0.0001010956,0.00005664439,0.0003353952,0.000009531759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984568,0.000529815,0.000272041,0.00002257992,0.00001815362,0.0001176209,0.0003141293,0.000004186531,0.0002646387],"genre_scores_gemma":[0.9988519,0.0001798463,0.0002386647,0.00005989079,0.00003397813,0.0001892695,0.000296184,0.000001526322,0.0001487587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752977,"threshold_uncertainty_score":0.007928908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026299618210971,"score_gpt":0.3308222220764087,"score_spread":0.2805592258942989,"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."}}