{"id":"W4372259112","doi":"10.1097/brs.0000000000004705","title":"Predictors of Relevant Changes in Pain and Function for Adolescents With Idiopathic Scoliosis Following Surgery","year":2023,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Tabuk","keywords":"Medicine; Scoliosis; Retrospective cohort study; Idiopathic scoliosis; Logistic regression; Univariate analysis; Multivariate analysis; Univariate; Surgery; Physical therapy; Multivariate statistics; Internal medicine","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":[0.001338744,0.000229215,0.0002916138,0.000824809,0.0002992855,0.000429755,0.0003408025,0.0003882587,0.0009098843],"category_scores_gemma":[0.003242644,0.0001783876,0.0004447461,0.0007404601,0.000244591,0.000438695,0.0004349301,0.0006157544,0.0001368223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234032,"about_ca_system_score_gemma":0.0005699633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978287,"about_ca_topic_score_gemma":0.003712094,"domain_scores_codex":[0.999227,0.0002032611,0.0001315244,0.0001300213,0.0001808514,0.0001272963],"domain_scores_gemma":[0.9956307,0.0007277093,0.002646579,0.000136719,0.0004290458,0.0004291139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002505104,0.00001288468,0.9997146,0.00000287805,0.000005702253,0.00001453238,0.00001033307,0.000005421176,0.00001918589,0.000001490833,0.00001137803,0.0001765659],"study_design_scores_gemma":[0.000003132568,0.0002036207,0.9994042,0.000003787567,0.000009717259,0.0001648935,0.00008724067,0.00004430407,0.00002694951,0.000002950813,0.00004805552,0.000001288856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993384,0.0001512041,0.00005552234,0.00001653114,0.000002992115,0.00001642105,0.0003184865,0.000001742089,0.00009881375],"genre_scores_gemma":[0.9991537,0.00005183303,0.0000968882,0.00001043755,0.000006574745,0.00002888935,0.0005931162,9.344602e-7,0.00005768595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978287,"threshold_uncertainty_score":0.007080078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803616551016791,"score_gpt":0.2643528458268272,"score_spread":0.2363166803166593,"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."}}