{"id":"W4412121685","doi":"10.1177/21925682251331048","title":"Alignment Goals in Adult Spinal Deformity Surgery","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College; Toronto Western Hospital","funders":"","keywords":"Medicine; Sagittal plane; Narrative review; Spinal deformity; Pelvic tilt; Lumbar; Physical medicine and rehabilitation; Kyphosis; Surgical planning; Deformity; Lumbar lordosis; Physical therapy; Surgery; Orthodontics; Radiography; 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":[0.003522601,0.001147924,0.002204293,0.005421374,0.0003291028,0.00212593,0.001129334,0.001250833,0.004157261],"category_scores_gemma":[0.009964815,0.0004526484,0.001924472,0.004889726,0.0006228036,0.001675354,0.000973502,0.0009340708,0.0004607323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327445,"about_ca_system_score_gemma":0.004807685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511791,"about_ca_topic_score_gemma":0.005979063,"domain_scores_codex":[0.9976887,0.0006788922,0.0007867536,0.0002112656,0.0005492669,0.00008519037],"domain_scores_gemma":[0.9948992,0.00313669,0.001341382,0.00007083935,0.0004828169,0.00006901665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001786178,0.00004152698,0.0006836969,0.5538973,0.001160996,0.0001265915,0.0002287387,0.0003890809,0.0002096663,0.002732146,0.009513984,0.4308377],"study_design_scores_gemma":[0.0001525334,0.0004538372,0.005775969,0.7048415,0.005947025,0.001521803,0.0004512927,0.0001725076,0.0003102129,0.002199827,0.2781241,0.00004939156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0001171044,0.9991825,0.00006529791,0.000140891,0.000130194,0.00002966079,0.000043831,0.000002153148,0.0002882954],"genre_scores_gemma":[0.00260291,0.996271,0.0003159672,0.0004019147,0.000148406,0.00009052076,0.0000598385,0.000001515143,0.0001079692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005421374,"threshold_uncertainty_score":0.01862955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750039263861365,"score_gpt":0.3278734427285062,"score_spread":0.3103730500898925,"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."}}