{"id":"W4387207671","doi":"10.1016/j.ijrobp.2023.06.2451","title":"A Checklist for Radiation Therapy Planning: Update 2023","year":2023,"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":"Queen's University","funders":"","keywords":"Checklist; Radiation Therapist; Radiation oncologist; Medical physics; Radiation treatment planning; Medicine; Radiation oncology; Radiation therapy; Medical prescription; Session (web analytics); Radiology; Computer science; Psychology; Nursing","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":[0.01081241,0.001622033,0.001596174,0.009190341,0.001504393,0.002841677,0.005300497,0.003895917,0.03876412],"category_scores_gemma":[0.06230859,0.001559623,0.002061491,0.005995861,0.0009672204,0.002555753,0.003626231,0.004810604,0.03400907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952282,"about_ca_system_score_gemma":0.0170468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01998413,"about_ca_topic_score_gemma":0.03218329,"domain_scores_codex":[0.9888226,0.003562079,0.002630952,0.0002558722,0.004340377,0.0003882629],"domain_scores_gemma":[0.9192167,0.01876117,0.007140681,0.003499524,0.04864625,0.002735658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003099194,0.00004468418,0.000625273,0.001003911,0.00001655539,0.00007510417,0.00007220577,0.0005822652,0.0002139733,0.0007121534,0.8016421,0.1949807],"study_design_scores_gemma":[0.00003521854,0.00004907175,0.002721348,0.002689759,0.00004252212,0.000576365,0.00008294955,0.0004762354,0.0004266675,0.001158064,0.9916928,0.00004877078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006435002,0.1200621,0.2071735,0.1824532,0.04873312,0.008260625,0.09861729,0.04694816,0.2813171],"genre_scores_gemma":[0.02294243,0.0966724,0.5204667,0.05404281,0.007806601,0.01207533,0.1597702,0.0103296,0.1158939],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03876412,"threshold_uncertainty_score":0.1296789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247058196307176,"score_gpt":0.3679996021349746,"score_spread":0.343293782504257,"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."}}