{"id":"W4210478557","doi":"10.3390/cancers14030716","title":"MRI-Guided Online Adaptive Stereotactic Body Radiation Therapy of Liver and Pancreas Tumors on an MR-Linac System","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Imaging phantom; Pancreas; Magnetic resonance imaging; Radiology; Nuclear medicine; Radiation therapy; Pancreatic cancer; Cancer; Internal medicine","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":[0.0003642211,0.0003125386,0.0001980508,0.0003955493,0.0001873778,0.0002840428,0.0005053576,0.0002749746,0.002215073],"category_scores_gemma":[0.0007236525,0.0001939548,0.0002716631,0.0002451658,0.0001790329,0.0001838263,0.0004282781,0.0002482183,0.001137063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089448,"about_ca_system_score_gemma":0.0005642709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009670071,"about_ca_topic_score_gemma":0.001520457,"domain_scores_codex":[0.9997963,0.00006613431,0.00001410914,0.0000409256,0.00006320934,0.00001933817],"domain_scores_gemma":[0.9997432,0.00005452028,0.00005238166,0.00007407443,0.00004368103,0.00003207289],"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":[0.001184309,0.0002195715,0.01489376,0.0004945772,0.00009125483,0.0009053064,0.0005591876,0.03627335,0.6822345,0.0006331949,0.002201392,0.2603096],"study_design_scores_gemma":[0.0004262364,0.003757257,0.147219,0.0001394505,0.0003519328,0.02038268,0.0001887877,0.1369006,0.6354344,0.001004359,0.05398806,0.000207134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5682761,0.002109595,0.4160309,0.0002301819,0.00003038842,0.0004829399,0.0006075321,0.006164744,0.006067507],"genre_scores_gemma":[0.7750946,0.0004931067,0.2213177,0.0001203647,0.00002871542,0.0001548947,0.0005333577,0.0003986085,0.001858585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002215073,"threshold_uncertainty_score":0.007410228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790178032328164,"score_gpt":0.2827753644859227,"score_spread":0.2648735841626411,"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."}}