{"id":"W4416500315","doi":"10.1302/1358-992x.2025.14.001","title":"IMPLEMENTATION OF AN INTEGRATED PAEDIATRIC PERIOPERATIVE PAIN PATHWAY FOR PATIENTS UNDERGOING ADOLESCENT IDIOPATHIC SCOLIOSIS SURGERY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Idiopathic scoliosis; Perioperative; Orthopedic surgery; Scoliosis; Psychological intervention; Quality of life (healthcare); Distress; Opioid","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":[0.001461042,0.0002062877,0.0002796924,0.0003871276,0.0005783378,0.0006041013,0.0005268345,0.0002386068,0.001119028],"category_scores_gemma":[0.003767033,0.000137038,0.000317865,0.0004377668,0.0002102781,0.0005068158,0.001112109,0.0005709488,0.0001373248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434442,"about_ca_system_score_gemma":0.007201056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839122,"about_ca_topic_score_gemma":0.01398606,"domain_scores_codex":[0.9991002,0.0002537668,0.0001121454,0.0000930793,0.0002268023,0.0002139912],"domain_scores_gemma":[0.9968691,0.0002688647,0.001195988,0.0001020865,0.0005819847,0.0009819565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009960209,0.003394399,0.829267,0.0005149205,0.00008499514,0.0008336562,0.00131357,0.0008747631,0.001782198,0.0001510441,0.001764702,0.1590228],"study_design_scores_gemma":[0.0002159303,0.0167825,0.974161,0.000238563,0.00006940084,0.0009220073,0.002268261,0.001045554,0.0008115944,0.0000603539,0.003403043,0.00002188118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962333,0.0005420024,0.0007597157,0.000310536,0.00002823126,0.001070785,0.0002732464,0.00002398116,0.0007581218],"genre_scores_gemma":[0.9843796,0.001089302,0.01211784,0.0001916405,0.00002983845,0.00096343,0.0008989058,0.000004942645,0.0003245444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005839122,"threshold_uncertainty_score":0.01161027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195323171633707,"score_gpt":0.2780709833296415,"score_spread":0.2661177516133044,"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."}}