{"id":"W4413552212","doi":"10.5435/jaaos-d-25-00019","title":"Current Concepts of Sagittal Alignment in Adult Cervical Deformity","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Deformity; Sagittal plane; Spinal deformity; Cervical spine; Cervical vertebrae; Orthodontics; Surgery; Anatomy","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":[0.001962408,0.001016253,0.0009842039,0.003655685,0.0006347582,0.002211385,0.001689351,0.001497875,0.00293518],"category_scores_gemma":[0.003528632,0.0003391881,0.000681213,0.003005733,0.003174822,0.00331246,0.001390934,0.002632325,0.001196446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583279,"about_ca_system_score_gemma":0.002855881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012249,"about_ca_topic_score_gemma":0.004067763,"domain_scores_codex":[0.9989547,0.0002248647,0.0002638111,0.0001716658,0.0003291921,0.00005584767],"domain_scores_gemma":[0.9981517,0.0007913653,0.000350817,0.00006256169,0.0005364257,0.0001071416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009755465,0.00006238124,0.003968132,0.009393683,0.00009014727,0.0006498222,0.0009167794,0.0008473663,0.001213149,0.02887578,0.0222003,0.931685],"study_design_scores_gemma":[0.00002446794,0.0002608926,0.01621612,0.01686379,0.0002684974,0.01166806,0.001961228,0.001040321,0.0006756508,0.04432677,0.9065838,0.0001103807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001109408,0.9856733,0.002840055,0.003883173,0.001303689,0.00001896583,0.00004926624,0.00003294741,0.005089316],"genre_scores_gemma":[0.01176685,0.9786235,0.004026325,0.001691777,0.002609659,0.00004581146,0.000122343,0.00001228721,0.001101395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003655685,"threshold_uncertainty_score":0.01148754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069106706201032,"score_gpt":0.3450162083767981,"score_spread":0.3243251413147877,"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."}}