{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002984019,0.0003183572,0.0006144354,0.00113273,0.0001628321,0.00005450393,0.000169433,0.0001653969,0.00001672727],"category_scores_gemma":[0.001955719,0.0003035752,0.0002723226,0.001540801,0.00007873405,0.0004173893,0.0000922392,0.000227035,0.000001730015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696608,"about_ca_system_score_gemma":0.0007995386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004911048,"about_ca_topic_score_gemma":0.00002709501,"domain_scores_codex":[0.9974962,0.00009094396,0.0009084914,0.0005623899,0.0004790663,0.0004628613],"domain_scores_gemma":[0.998076,0.0001475302,0.0004418279,0.0001812498,0.001000835,0.0001526106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002466057,0.0004489819,0.9128255,0.002438275,0.00008263326,0.00000265013,0.0002802336,2.612681e-7,0.0005574192,0.0003154314,0.00472606,0.07807592],"study_design_scores_gemma":[0.007810008,0.00368473,0.953869,0.005098928,0.001052313,0.000004296229,0.008516994,0.002100723,0.01075832,0.0005244319,0.005640625,0.0009396122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823744,0.0006227933,0.01235545,0.0005196154,0.0001767739,0.003077274,0.00002704685,0.000410885,0.0004357541],"genre_scores_gemma":[0.995406,0.0002976736,0.002311852,0.0009955508,0.000177438,0.0005665409,0.0001075424,0.00004362178,0.00009376273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0771363,"threshold_uncertainty_score":0.9999416,"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."}}