{"id":"W4372198076","doi":"10.1016/j.ijrobp.2023.04.031","title":"Evaluation of Dosimetry Formalisms in Intraoperative Radiation Therapy of Glioblastoma","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; McGill University Health Centre; University Health Network; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dosimetry; Nuclear medicine; Radiation therapy; Intraoperative radiotherapy; Glioblastoma; Radiation treatment planning; Stereotactic radiation therapy; Intraoperative radiation therapy; Radiosurgery; Radiology; Medical physics; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002519325,0.0005168045,0.0003953039,0.0007164311,0.0004069325,0.001350207,0.0006795611,0.0004915834,0.0008211382],"category_scores_gemma":[0.005490727,0.0002908827,0.0007508165,0.0006720027,0.0003490765,0.000467051,0.0007586422,0.0005696274,0.0001170601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799969,"about_ca_system_score_gemma":0.001445752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408874,"about_ca_topic_score_gemma":0.004198905,"domain_scores_codex":[0.9994627,0.0002647543,0.00002831567,0.000034054,0.0001816808,0.00002843552],"domain_scores_gemma":[0.9978235,0.001432957,0.000217789,0.0001585986,0.0003033536,0.0000639026],"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":[0.000220914,0.00007889818,0.00497082,0.0001913617,0.00008432238,0.00008265888,0.0002100421,0.9355178,0.009184198,0.01461984,0.0004312985,0.03440776],"study_design_scores_gemma":[0.00002471142,0.0001109505,0.002249484,0.00006474808,0.0000572232,0.00009332655,0.00007163639,0.9846155,0.005474172,0.005904304,0.001308552,0.00002539664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3798795,0.004252409,0.6004876,0.0006405426,0.000116168,0.000321247,0.0005121468,0.001345946,0.01244435],"genre_scores_gemma":[0.9410639,0.0007268708,0.05663238,0.00006912813,0.00001065703,0.00006618621,0.0001744047,0.0004761928,0.0007801834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004408874,"threshold_uncertainty_score":0.01332361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366830359456139,"score_gpt":0.3715734605554701,"score_spread":0.3479051569609087,"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."}}