{"id":"W4406124478","doi":"10.1002/ohn.1126","title":"Perioperative Caregiver Education Using Animated Videos for Pediatric Tonsillectomy: A Randomized Controlled Study","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Tonsillectomy; Randomized controlled trial; Perioperative; Adenoidectomy; Physical therapy; Intervention (counseling); Patient satisfaction; Nursing; Surgery","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":[0.003262471,0.000943377,0.002628228,0.0006831721,0.0006185922,0.0009518312,0.0009086174,0.001891934,0.006471493],"category_scores_gemma":[0.005486649,0.0006225366,0.001852327,0.0008544241,0.0009842996,0.0008651562,0.0004379481,0.001562213,0.000338792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491903,"about_ca_system_score_gemma":0.00193224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449135,"about_ca_topic_score_gemma":0.002786722,"domain_scores_codex":[0.9973758,0.001551184,0.0003049918,0.0002930047,0.0002659973,0.0002090447],"domain_scores_gemma":[0.996905,0.00146669,0.000789732,0.0001473822,0.0002184483,0.0004727135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8988503,0.04854334,0.001423565,0.005778527,0.001655511,0.00009057124,0.0001681688,0.0001702648,0.00150339,0.0001257672,0.0005302796,0.0411604],"study_design_scores_gemma":[0.8275246,0.1675538,0.002625983,0.0002856808,0.000959283,0.00001881801,0.00009452645,0.0001631202,0.0002603471,0.0000493632,0.0004497253,0.00001471961],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654576,0.01099748,0.0009027061,0.0004603908,0.001002342,0.01946887,0.000578175,0.00007219056,0.001060221],"genre_scores_gemma":[0.9532258,0.007978773,0.004204006,0.0006634232,0.0008229706,0.03176243,0.0002632553,0.000009240772,0.001070172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006471493,"threshold_uncertainty_score":0.0216493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847175339280679,"score_gpt":0.3533648959502469,"score_spread":0.3348931425574401,"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."}}