{"id":"W2022519467","doi":"10.1118/1.4870441","title":"Interstitial rotating shield brachytherapy for prostate cancer","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Roy J. and Lucille A. Carver College of Medicine, University of Iowa; Augmenix","keywords":"Brachytherapy; Prostate cancer; Medicine; Shield; Dosimetry; Medical physics; Radiology; Nuclear medicine; Cancer; Radiation therapy; Internal medicine; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001483993,0.0001252882,0.0002551551,0.00001336088,0.00006177583,0.00001411263,0.00005911911,0.00005736847,0.0001693551],"category_scores_gemma":[0.0001354793,0.00009365017,0.0001027307,0.0000688816,0.00007504119,0.00004495997,0.00001995617,0.0001421362,0.00001249947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000631659,"about_ca_system_score_gemma":0.000139548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007085212,"about_ca_topic_score_gemma":0.00002478836,"domain_scores_codex":[0.9990242,0.00001534943,0.0001786633,0.0002264142,0.0003058422,0.0002495418],"domain_scores_gemma":[0.9993482,0.0001679679,0.00005809749,0.00014445,0.00006264998,0.0002186752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002239738,0.0002657395,0.02111206,0.0001650614,0.0001086081,0.000009106765,0.0006066855,0.000006224778,0.00008414415,0.0008619358,0.004630369,0.9719261],"study_design_scores_gemma":[0.0764724,0.02194881,0.03884317,0.00924638,0.001622407,0.00007337119,0.0004371975,0.0616916,0.207382,0.06392162,0.5157738,0.002587183],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458437,0.001621719,0.1046294,0.03917034,0.00201024,0.002798299,0.0001169495,0.0002733512,0.00353592],"genre_scores_gemma":[0.9906665,0.0003011858,0.0005147267,0.00589381,0.001693131,0.0006273928,0.00005631746,0.00003004593,0.0002168564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9693389,"threshold_uncertainty_score":0.3818943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002068254059497,"score_gpt":0.3209746015324054,"score_spread":0.3009539189918104,"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."}}