{"id":"W2040485187","doi":"10.1016/j.prro.2013.01.004","title":"Safety considerations for IGRT: Executive summary","year":2013,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Image-guided radiation therapy; Medicine; Medical physics; Radiation therapy; Modality (human–computer interaction); Radiology; Artificial intelligence; Computer science","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":[0.01393977,0.001813901,0.001022005,0.002143308,0.001770331,0.008109341,0.002833999,0.008511327,0.02340478],"category_scores_gemma":[0.0167163,0.0006495044,0.001437472,0.002038981,0.0009082287,0.002901505,0.001758413,0.006309597,0.02581965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070237,"about_ca_system_score_gemma":0.01681612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006653954,"about_ca_topic_score_gemma":0.006423724,"domain_scores_codex":[0.9939281,0.001005929,0.0007891346,0.0004106365,0.003224074,0.0006421085],"domain_scores_gemma":[0.9704639,0.002396774,0.001988321,0.001013021,0.02225154,0.001886583],"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":[0.00007256135,0.0000861288,0.0003953702,0.001040057,0.00001953927,0.0001764759,0.00007493198,0.001259985,0.0008279329,0.01721464,0.8479805,0.1308519],"study_design_scores_gemma":[0.0000121076,0.0001027389,0.0007753475,0.0008600384,0.00002204112,0.00007111596,0.00004599015,0.0001302297,0.0003516702,0.003826297,0.9937836,0.00001873085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003859438,0.06755774,0.02141864,0.2231182,0.09611285,0.002735107,0.004999087,0.002339519,0.5778595],"genre_scores_gemma":[0.02275027,0.1070562,0.02959082,0.1202567,0.06294923,0.001908295,0.006572637,0.0009361947,0.6479797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02340478,"threshold_uncertainty_score":0.07829678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540810376845637,"score_gpt":0.3773915390247228,"score_spread":0.3519834352562664,"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."}}