{"id":"W4402909309","doi":"10.1016/j.ijrobp.2024.07.851","title":"Economic Evaluation of Pediatric Cancer Survivors after Receiving Proton Radiotherapy Compared to Photon Radiotherapy: Real-World Data from 2010-2022","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Radiation therapy; Medicine; Proton therapy; Pediatric cancer; Cancer; Medical physics; Radiology; Internal medicine","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":[0.003358777,0.0004207609,0.0007429241,0.001259141,0.0002664827,0.001395394,0.0006351232,0.0007310103,0.00181095],"category_scores_gemma":[0.01800361,0.0002734762,0.002493843,0.003004758,0.0003465774,0.0008321115,0.0007917642,0.001041118,0.0001440046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005543649,"about_ca_system_score_gemma":0.002907064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04542278,"about_ca_topic_score_gemma":0.047576,"domain_scores_codex":[0.9971974,0.001392796,0.0003153355,0.0001705687,0.0004392179,0.0004846235],"domain_scores_gemma":[0.9916021,0.002955553,0.003879146,0.0001787958,0.0005911469,0.0007932119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007410571,0.000441266,0.9378639,0.0006303161,0.003747272,0.0003284432,0.0001388967,0.02618863,0.000163654,0.00132033,0.003893506,0.01787318],"study_design_scores_gemma":[0.0004112768,0.001335092,0.9747799,0.0002503431,0.001311897,0.0005748987,0.0007830854,0.01533589,0.0002615596,0.0004510526,0.004456785,0.00004807393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757084,0.005005416,0.0003496819,0.001372023,0.00003809278,0.00007902505,0.01610128,0.000009721132,0.001336383],"genre_scores_gemma":[0.9909905,0.001245356,0.0002489722,0.0001215303,0.00001686945,0.00005315418,0.007074563,0.00000752011,0.0002414804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04542278,"threshold_uncertainty_score":0.09031683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549850853832034,"score_gpt":0.4061459194053358,"score_spread":0.3506474108670155,"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."}}