{"id":"W1994426559","doi":"10.1118/1.2795669","title":"Image‐guided high dose rate endorectal brachytherapy","year":2007,"lang":"en","type":"article","venue":"Medical Physics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Brachytherapy; Radiation treatment planning; Nuclear medicine; Dosimetry; Medicine; Radiography; Imaging phantom; Radiation therapy; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005431282,0.0002404807,0.0004577144,0.00004180376,0.00006971932,0.00001529985,0.0001346021,0.000154013,0.001716752],"category_scores_gemma":[0.0003025159,0.0001839046,0.0001962024,0.0004030757,0.0002447104,0.0000910706,0.0000642598,0.000425444,0.0003693898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042979,"about_ca_system_score_gemma":0.0002047022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173521,"about_ca_topic_score_gemma":0.00001571776,"domain_scores_codex":[0.997783,0.00005081394,0.0003604115,0.0003735486,0.0009117959,0.0005204416],"domain_scores_gemma":[0.9984699,0.0003507733,0.00007598363,0.0003220444,0.0001102302,0.0006711016],"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":[0.004453467,0.003187642,0.02723154,0.000166255,0.0006831748,0.008037496,0.0005156177,0.00000108715,0.01475603,0.0014938,0.01081432,0.9286596],"study_design_scores_gemma":[0.04478799,0.004190726,0.5854193,0.0005244066,0.0005041262,0.0008403319,0.00006946362,0.0006128721,0.2993319,0.01965788,0.04262915,0.001431892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710888,0.0001774861,0.004947834,0.00184675,0.0006684343,0.000443709,0.000008360648,0.0002230473,0.02059553],"genre_scores_gemma":[0.9941634,0.00008153653,0.0007168172,0.002748318,0.001508206,0.00002535777,0.00006030971,0.00004570422,0.0006503754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272277,"threshold_uncertainty_score":0.9991958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168897807532731,"score_gpt":0.3232793948528923,"score_spread":0.3015904167775649,"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."}}