{"id":"W4307065672","doi":"10.1016/j.ijrobp.2022.07.831","title":"Cost Minimization Analysis of Conventional vs. Short-Course Radiotherapy with Temozolomide for Non-Elderly Patients with Newly Diagnosed Glioblastoma","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics; South Health Campus; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Temozolomide; Glioblastoma; Cost-minimization analysis; Radiation therapy; Oncology; Internal medicine; Cancer research","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":[0.0008027389,0.0006303816,0.001141734,0.0003588709,0.0001505971,0.0005784671,0.0005536017,0.0004170772,0.002945892],"category_scores_gemma":[0.002439734,0.0002370618,0.001828814,0.000345156,0.0001855878,0.0003642527,0.0004284481,0.0004299947,0.00009044359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489583,"about_ca_system_score_gemma":0.001230729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005442684,"about_ca_topic_score_gemma":0.005017697,"domain_scores_codex":[0.9997061,0.0001708594,0.0000160667,0.00002785226,0.0000278681,0.00005115512],"domain_scores_gemma":[0.9994197,0.0003936653,0.00006403914,0.00001320882,0.00003696269,0.00007240954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.07384261,0.001676891,0.02844117,0.001154998,0.003690154,0.0004258075,0.00009386832,0.7061666,0.00318026,0.002042489,0.002741313,0.1765438],"study_design_scores_gemma":[0.006595598,0.02203915,0.09627848,0.0003037928,0.007266372,0.0008398699,0.0004557879,0.8588393,0.001819813,0.003027551,0.00245889,0.00007537831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853765,0.00576054,0.005363022,0.0009842541,0.00006679781,0.0001623071,0.000401733,0.0000311466,0.001853656],"genre_scores_gemma":[0.9978766,0.0004174382,0.001109906,0.00006355011,0.00001557257,0.00004622826,0.0001547342,0.000006420543,0.0003095527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005442684,"threshold_uncertainty_score":0.010822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00958414413308334,"score_gpt":0.3100836662115463,"score_spread":0.300499522078463,"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."}}