{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005173172,0.0001555403,0.001255014,0.0003192424,0.0001591654,0.00002207352,0.00004630262,0.0001088059,0.0002257967],"category_scores_gemma":[0.001443674,0.0001141601,0.0002518354,0.0003561537,0.00005906234,0.00004824549,0.00002086153,0.000121838,0.000005474929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008134652,"about_ca_system_score_gemma":0.0006126743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006441808,"about_ca_topic_score_gemma":0.00001460536,"domain_scores_codex":[0.9986172,0.0003745615,0.0004400949,0.0002822757,0.00009175916,0.000194056],"domain_scores_gemma":[0.9980914,0.001221351,0.0001144416,0.0001452836,0.0003613786,0.00006611837],"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":[0.7813311,0.003160955,0.1867851,0.0002474629,0.002589809,0.00006078035,0.01083923,0.000261895,0.001272276,0.01075169,0.0003724612,0.002327261],"study_design_scores_gemma":[0.9506125,0.0003350473,0.01305907,0.0000346522,0.001894356,0.0000168363,0.002145586,0.03040893,0.00005431042,0.0001213729,0.001155084,0.000162222],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811625,0.0005484641,0.001578648,0.0003154673,0.0003913385,0.00683128,0.000001966401,0.00007571907,0.009094613],"genre_scores_gemma":[0.9961237,0.000009124487,0.0005439061,0.0008785778,0.0001261628,0.0008100828,0.00002140932,0.00001364161,0.001473397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737261,"threshold_uncertainty_score":0.4655312,"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."}}