{"id":"W4412121652","doi":"10.1177/21925682251329366","title":"Introduction to the AO Spine Knowledge Forum Deformity Focus Issue: Adult Spinal Deformity: Where We Are, What We Know, Where We Need to Go","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Spinal deformity; Deformity; Focus (optics); SPINE (molecular biology); Surgery; Bioinformatics","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":[0.007307418,0.001169623,0.00198177,0.003837819,0.002673482,0.006594287,0.002258792,0.0162294,0.0785623],"category_scores_gemma":[0.02827052,0.0006897631,0.001380802,0.001725201,0.001684214,0.006986065,0.005381218,0.01576887,0.03132925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331097,"about_ca_system_score_gemma":0.00651991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111133,"about_ca_topic_score_gemma":0.007846599,"domain_scores_codex":[0.9965582,0.0006431989,0.0006408961,0.0003809541,0.001326855,0.0004497583],"domain_scores_gemma":[0.9669839,0.01100003,0.003088041,0.0005659259,0.01099902,0.007363064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001308414,0.00002833247,0.0001436436,0.0001988446,0.000001753554,0.00003398169,0.00003124202,0.00001563421,0.00004183724,0.000251055,0.984204,0.0150367],"study_design_scores_gemma":[0.00004777484,0.0000444791,0.001631173,0.001623851,0.0000106811,0.0002152222,0.0002859997,0.0000714264,0.00005536417,0.0016125,0.9943755,0.00002601626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003795239,0.008519449,0.0008274203,0.6872321,0.288509,0.0001977593,0.001464211,0.0002331025,0.01263746],"genre_scores_gemma":[0.002753543,0.01289032,0.001858292,0.4371646,0.5042664,0.0003350101,0.001699844,0.0002190741,0.03881291],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0785623,"threshold_uncertainty_score":0.262817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076434008365645,"score_gpt":0.3039763586802907,"score_spread":0.2932120185966343,"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."}}