{"id":"W3111800309","doi":"10.1093/neuonc/noaa222.828","title":"SWK-11. ASSESSMENT OF THE INDIRECT COSTS ASSOCIATED WITH PROTON THERAPY TREATMENT FOR ALBERTA PATIENTS REFERRED OUT OF COUNTRY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Guardian; Medicine; Referral; Proton therapy; Family medicine; Indirect costs; Demography; Business; Political science; Surgery; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008943906,0.0002577822,0.0001997815,0.00152494,0.0005914904,0.0007898426,0.0006046687,0.0002904529,0.003686521],"category_scores_gemma":[0.004392626,0.0001766247,0.0005101096,0.001649967,0.0002269804,0.0002800983,0.0006462972,0.0004142709,0.0004253518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00550331,"about_ca_system_score_gemma":0.002678005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3063664,"about_ca_topic_score_gemma":0.4221025,"domain_scores_codex":[0.999255,0.0002114825,0.000101245,0.00005230578,0.0002598517,0.0001201745],"domain_scores_gemma":[0.9964817,0.0004924213,0.001670918,0.00006556221,0.0007980937,0.000491269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154701,0.0000396555,0.9934488,0.00003164536,0.00003081287,0.00005150538,0.0001085945,0.0001835533,0.00003961646,0.00002254496,0.0007311865,0.005196646],"study_design_scores_gemma":[0.000008394612,0.00008798549,0.998189,0.00001652164,0.00002051244,0.00008941684,0.0004125123,0.0003879754,0.0000467653,0.00001197,0.0007233256,0.000005508179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925852,0.0003108674,0.00009585316,0.0002291418,0.000008828145,0.00006897634,0.003546868,0.00001325118,0.003140805],"genre_scores_gemma":[0.9938345,0.0002846301,0.0005287686,0.00009725654,0.00001198229,0.00006873121,0.003188325,0.000006349687,0.00197949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6936337,"threshold_uncertainty_score":0.6091662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210654748746865,"score_gpt":0.3365403763682218,"score_spread":0.2944338288807531,"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."}}