{"id":"W4406972521","doi":"10.3310/nihropenres.13627.3","title":"improving Pain mAnagement for childreN and young people attendeD by Ambulance (PANDA): protocol for a realist review.","year":2025,"lang":"en","type":"article","venue":"NIHR Open Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Swansea University; Queen's University Belfast; University of Warwick; Department of Health and Social Care; National Institute for Health and Care Research; University of Alberta","keywords":"Protocol (science); Pain management; Medicine; Medical emergency; Psychology; Physical therapy; Alternative 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":[0.08516712,0.004831837,0.01203598,0.009441711,0.004199705,0.00906135,0.005892401,0.007718662,0.1113743],"category_scores_gemma":[0.115327,0.004645176,0.013258,0.01006107,0.004097784,0.008691383,0.00662347,0.007272135,0.01880383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0143211,"about_ca_system_score_gemma":0.05609143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006197068,"about_ca_topic_score_gemma":0.01317662,"domain_scores_codex":[0.9523122,0.02513115,0.01058242,0.003412067,0.005927446,0.002634708],"domain_scores_gemma":[0.9293185,0.02700283,0.01374007,0.006671484,0.0193716,0.003895604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0113101,0.0007153384,0.0008013488,0.8067057,0.001989677,0.001136542,0.004203445,0.001466521,0.003138639,0.008016595,0.09835854,0.06215762],"study_design_scores_gemma":[0.04027515,0.00300608,0.005533533,0.4611467,0.004694708,0.001147056,0.003511193,0.001603082,0.002691471,0.01594225,0.4597713,0.000677544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002841873,0.001391892,0.001014599,0.0007617878,0.0004256172,0.9925563,0.002653165,0.00009020853,0.0008221594],"genre_scores_gemma":[0.0003429978,0.0008005747,0.003153619,0.0003339346,0.0000464886,0.994313,0.0004042487,0.00001208493,0.0005930774],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1113743,"threshold_uncertainty_score":0.4504122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558803224283764,"score_gpt":0.4516095444340536,"score_spread":0.396021512191216,"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."}}