{"id":"W4396825992","doi":"10.1016/j.jmir.2024.03.044","title":"MRL Prostate GTV Focal Boost: Is Prep Relevant?","year":2024,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate; 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":[0.00133222,0.000357609,0.001931167,0.000553176,0.0007405374,0.001999414,0.0006721603,0.001870115,0.01206017],"category_scores_gemma":[0.009574725,0.0002880256,0.001031016,0.0007093313,0.0006672964,0.00227723,0.0003308194,0.002133136,0.002602563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118517,"about_ca_system_score_gemma":0.002325038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364341,"about_ca_topic_score_gemma":0.008869548,"domain_scores_codex":[0.9989292,0.0002948769,0.0001569262,0.0002162996,0.0002182598,0.0001843592],"domain_scores_gemma":[0.9976336,0.001052201,0.0004986716,0.0001123893,0.0003164132,0.0003867429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007696339,0.0007086579,0.159482,0.003029729,0.0008032605,0.020684,0.0004345318,0.001073495,0.006677076,0.002566078,0.06718291,0.7296619],"study_design_scores_gemma":[0.0006770713,0.004412143,0.6071113,0.008176371,0.003319289,0.09954632,0.003840795,0.003022619,0.005194567,0.02167204,0.2426417,0.0003858059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3512709,0.3287773,0.008725887,0.1807462,0.01213199,0.0003595089,0.002734814,0.0005142068,0.1147392],"genre_scores_gemma":[0.8900694,0.05206366,0.005307446,0.02995413,0.0150641,0.0000824427,0.001415644,0.0003037954,0.005739396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206017,"threshold_uncertainty_score":0.04034525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520221993780922,"score_gpt":0.3918731614763997,"score_spread":0.3666709415385905,"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."}}