{"id":"W4392858068","doi":"10.1016/j.phro.2024.100570","title":"Repeatability and reproducibility of prostate apparent diffusion coefficient values on a 1.5 T magnetic resonance linear accelerator","year":2024,"lang":"en","type":"article","venue":"Physics and Imaging in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre; Western University","funders":"Cancer Care Ontario","keywords":"Reproducibility; Repeatability; Nuclear medicine; Effective diffusion coefficient; Voxel; Percentile; Magnetic resonance imaging; Coefficient of variation; Intraclass correlation; Medicine; Mathematics; Radiology; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048017,0.0001151292,0.0002065038,0.00005114485,0.00004553891,0.00002129027,0.00004803732,0.00001898354,0.00001055398],"category_scores_gemma":[0.00002905026,0.0001041655,0.00002794756,0.0001530817,0.0001411897,0.0001109315,0.00004259848,0.0001389833,3.203564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007802775,"about_ca_system_score_gemma":0.00005588306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007571183,"about_ca_topic_score_gemma":8.168133e-7,"domain_scores_codex":[0.9987723,0.00009275602,0.0002680848,0.0006507135,0.00008170908,0.0001344789],"domain_scores_gemma":[0.9993328,0.0001373402,0.00007594368,0.0003809549,0.00004064499,0.00003233492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004662887,0.0002607467,0.2564573,0.00005602539,0.000003991469,0.000001120097,0.001325117,0.0001521749,0.002723421,0.004416496,0.00006698101,0.73449],"study_design_scores_gemma":[0.002162218,0.001265508,0.3819457,0.0003748364,0.00004514267,0.000004137233,0.0003493394,0.4497406,0.03222682,0.06026439,0.07094865,0.0006725736],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831451,0.004765747,0.01044781,0.0004435733,0.0002364439,0.0005389901,0.00004159614,0.00006014639,0.0003205552],"genre_scores_gemma":[0.9977602,0.0002726279,0.001669037,0.00004125924,0.0001433674,0.00005369695,0.00001456535,0.0000136625,0.00003153429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7338174,"threshold_uncertainty_score":0.4247744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187275417175935,"score_gpt":0.3221104752970279,"score_spread":0.3102377211252685,"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."}}