{"id":"W4383740810","doi":"10.1016/j.tipsro.2023.100214","title":"Changes in satisfaction and anxiety about radiotherapy for pediatric cancer by two-step audio-visual instruction","year":2023,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Biomedical Innovation, Health and Nutrition; Council for Science, Technology and Innovation; National Institute of Biomedical Innovation; Swine Innovation Porc","keywords":"Anxiety; Radiation therapy; Audio visual; Patient satisfaction; Medicine; Psychology; Clinical psychology; Audiology; Multimedia; Psychiatry; Internal medicine; Surgery; Computer science","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":[0.000443641,0.0003112146,0.000217975,0.0001885548,0.000100999,0.0001987862,0.0001842016,0.0002197073,0.001896128],"category_scores_gemma":[0.002405697,0.0001175816,0.0003437467,0.0001201525,0.0001309099,0.0001532809,0.0002491449,0.0004281746,0.0001367595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901013,"about_ca_system_score_gemma":0.0002310211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009186338,"about_ca_topic_score_gemma":0.001459235,"domain_scores_codex":[0.9996526,0.0001283748,0.00002345516,0.00003886536,0.00009260027,0.00006406799],"domain_scores_gemma":[0.9986326,0.0006077918,0.0003896999,0.00006285323,0.00009944991,0.000207617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01288284,0.02665745,0.5783663,0.0005968618,0.0003056786,0.001098094,0.004984069,0.001028832,0.07245075,0.00006237005,0.001123942,0.3004428],"study_design_scores_gemma":[0.0003885206,0.02614768,0.9576804,0.00002727588,0.0001674398,0.0005910172,0.0008469935,0.00088791,0.01251139,0.00001243891,0.0007091543,0.00002974591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997004,0.00003901171,0.0001061639,0.000009522314,0.000002090056,0.0000130286,0.00001291991,0.00001016898,0.0001066153],"genre_scores_gemma":[0.9989792,0.00006367531,0.0005802427,0.00001695079,0.000006766199,0.00004340623,0.000056667,0.000003042253,0.0002500759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001896128,"threshold_uncertainty_score":0.006343246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731827408165746,"score_gpt":0.3888623711172877,"score_spread":0.3615440970356303,"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."}}