{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003314982,0.0001664402,0.0004231645,0.0001548656,0.00007785458,0.00004752579,0.0000746849,0.00007834967,0.0001289264],"category_scores_gemma":[0.0001870855,0.0001235855,0.0002462376,0.0004720255,0.00002820302,0.00008119251,0.00004380261,0.0001819767,0.00003986172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058302,"about_ca_system_score_gemma":0.0003301888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117446,"about_ca_topic_score_gemma":0.0001171819,"domain_scores_codex":[0.9985511,0.00004063071,0.0005147595,0.0001863822,0.0003366836,0.000370485],"domain_scores_gemma":[0.9993699,0.00001087695,0.0001129864,0.0001680403,0.0001304513,0.0002077572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143371,0.000854194,0.9213368,0.00003925183,0.0001453934,0.0005414689,0.000005808494,0.000007739982,0.00002412312,0.001499674,0.0144407,0.06096148],"study_design_scores_gemma":[0.002048945,0.0002409356,0.990968,0.001125642,0.0001138198,0.0008183231,0.00005013921,0.00001467953,0.0006003816,0.0006922052,0.003231889,0.00009505678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809052,0.002180193,0.0002026023,0.009290245,0.0006132931,0.0002315965,0.000006010682,0.00002046814,0.00655039],"genre_scores_gemma":[0.9954351,0.0008896335,0.0006187105,0.00271972,0.0002027756,0.00002098515,0.000004318241,0.000004908875,0.0001038022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06963119,"threshold_uncertainty_score":0.5039672,"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."}}