{"id":"W4409059330","doi":"10.1177/21925682251330217","title":"Fusion versus Non-fusion Surgery for Pediatric Idiopathic Scoliosis: Preferences of Patients, Caregivers, and Patient-Caregiver Dyads","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":true,"ca_institutions":"","funders":"Ochsner Health; Seattle Children's Research Institute; Stryker; Children's National Hospital; BC Children's Hospital; Johns Hopkins University; Children's Healthcare of Atlanta; DePuy Synthes Spine; Shriners Hospitals for Children; University of Missouri; NuVasive; Children's Hospital of Philadelphia","keywords":"Medicine; Concordance; Physical therapy; Respondent; Scoliosis; Preference; Idiopathic scoliosis; Spinal fusion; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006357483,0.0003739612,0.0004435249,0.0003521256,0.0006088461,0.0009418789,0.000222886,0.0003446121,0.002239598],"category_scores_gemma":[0.01061555,0.0002212303,0.0005546739,0.0002634015,0.000487317,0.0006843725,0.0007054994,0.0005206781,0.0001869005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072179,"about_ca_system_score_gemma":0.0005527194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009786059,"about_ca_topic_score_gemma":0.001823972,"domain_scores_codex":[0.9958198,0.003028662,0.0002299304,0.0002278211,0.0003822516,0.0003114628],"domain_scores_gemma":[0.9918169,0.004429406,0.00230248,0.0002750602,0.0003646761,0.0008115406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005991851,0.004992306,0.9581323,0.0001745581,0.0003218313,0.0002051162,0.008275368,0.0004184211,0.00101642,0.0001678866,0.0004501087,0.01985387],"study_design_scores_gemma":[0.0009911221,0.02575592,0.9294927,0.00009459071,0.000198952,0.0008282731,0.03598379,0.003243575,0.001310438,0.0005833904,0.001418282,0.00009901183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997508,0.00003943679,0.00005407124,0.00001514742,0.000002304393,0.00002664871,0.00002275582,4.411276e-7,0.00008845835],"genre_scores_gemma":[0.999537,0.00004899223,0.0001803667,0.00003921831,0.000003841014,0.00006253272,0.00004617606,4.011509e-7,0.00008161039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006357483,"threshold_uncertainty_score":0.03362197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611148578759047,"score_gpt":0.277421222057402,"score_spread":0.2613097362698115,"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."}}