{"id":"W2807800061","doi":"10.1016/j.jmir.2018.04.012","title":"Adaptive Liver SBRT Triggered by Deviations in Delivered Dose from the Initial Plan","year":2018,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Michener Institute; University of Toronto","funders":"","keywords":"Medicine; Radiation treatment planning; Nuclear medicine; Cone beam ct; Cone beam computed tomography; Radiation therapy; Medical physics; Radiology; Computed tomography","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":[0.0002350386,0.0002870157,0.0002691582,0.0001768567,0.0001532364,0.0003384649,0.000342896,0.0004598838,0.002335891],"category_scores_gemma":[0.00132687,0.000143194,0.0002298439,0.0002560653,0.0001520071,0.0001257524,0.0003815732,0.0006757624,0.0002681912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799349,"about_ca_system_score_gemma":0.0003126227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008860683,"about_ca_topic_score_gemma":0.001317402,"domain_scores_codex":[0.9998415,0.00002438816,0.000009707864,0.00002767943,0.00006862239,0.00002818689],"domain_scores_gemma":[0.9995534,0.0002358194,0.00005606215,0.00005589591,0.00005247981,0.00004639563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01337048,0.0003703126,0.01765528,0.0003807523,0.0001487017,0.005000646,0.0007079598,0.1073469,0.74602,0.003369165,0.008650095,0.09697978],"study_design_scores_gemma":[0.0003264372,0.002165095,0.0664488,0.00004991993,0.0001225171,0.004561333,0.0001530715,0.5891573,0.3242995,0.002721357,0.009843975,0.0001506711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049393,0.0004366736,0.08381119,0.0004735452,0.0003692734,0.0001707621,0.000595774,0.002137546,0.007065928],"genre_scores_gemma":[0.9873772,0.00004356285,0.01091966,0.00007468439,0.00001956472,0.00002153698,0.0001907187,0.0002420217,0.001110985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002335891,"threshold_uncertainty_score":0.007814407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418330688108778,"score_gpt":0.3400651267514784,"score_spread":0.3158818198703906,"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."}}