{"id":"W4396773592","doi":"10.3390/curroncol31050203","title":"Online Adaptive MR-Guided Ultrahypofractionated Radiotherapy of Prostate Cancer on a 1.5 T MR-Linac: Clinical Experience and Prospective Evaluation","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eberhard Karls Universität Tübingen","keywords":"Medicine; Prostate cancer; Radiation therapy; Prospective cohort study; Prostate; Nuclear medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002109239,0.0004131266,0.0004315686,0.0003506127,0.0002164462,0.000354837,0.0007642822,0.0002842449,0.0006467837],"category_scores_gemma":[0.002171169,0.0001742016,0.0004019099,0.0004258131,0.000425193,0.0003142384,0.0005037839,0.0002929555,0.0002784477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426771,"about_ca_system_score_gemma":0.0003918768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000819148,"about_ca_topic_score_gemma":0.000753747,"domain_scores_codex":[0.9988754,0.0006361593,0.0000729051,0.0001606274,0.000163002,0.00009183404],"domain_scores_gemma":[0.9987766,0.0003013988,0.0003309902,0.000236604,0.0001611867,0.0001931133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01116984,0.01323817,0.4835182,0.0005583283,0.0004807485,0.002406605,0.003749996,0.01010344,0.09722656,0.0002360803,0.001045807,0.3762663],"study_design_scores_gemma":[0.001256428,0.1115003,0.841989,0.0000788805,0.0004474595,0.01109403,0.000661285,0.008172471,0.01998837,0.0001435214,0.004539772,0.0001285455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974342,0.0005677363,0.001469518,0.0000127204,0.00000186852,0.00006644305,0.00004407023,0.00002036671,0.0003829527],"genre_scores_gemma":[0.9953158,0.0005419119,0.003574827,0.00005576717,0.00001523,0.00006399625,0.0002686235,0.00001933851,0.0001445347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002109239,"threshold_uncertainty_score":0.01115489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199625533609993,"score_gpt":0.5325487798898932,"score_spread":0.3125862265288939,"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."}}