{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001338797,0.0003724606,0.0002290175,0.0002352973,0.0001373611,0.0002263381,0.000453925,0.0002268064,0.001513575],"category_scores_gemma":[0.0001689565,0.0001377492,0.000330501,0.0002486754,0.0002169628,0.0001485415,0.0002924711,0.0002787572,0.0006901787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708763,"about_ca_system_score_gemma":0.0004237141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102063,"about_ca_topic_score_gemma":0.0005674279,"domain_scores_codex":[0.9999238,0.00001197987,0.000003102031,0.00001835495,0.0000337818,0.000008950798],"domain_scores_gemma":[0.9999415,0.000008660635,0.00002179216,0.00001004929,0.000008712094,0.000009263476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005441385,0.00007784474,0.002334493,0.0007782982,0.00008565601,0.0006361703,0.0001013251,0.007799064,0.8459668,0.002577477,0.002080022,0.1370187],"study_design_scores_gemma":[0.000288424,0.004013644,0.02078775,0.0002127938,0.0005086123,0.02249387,0.00004636987,0.05027655,0.785778,0.001240417,0.1142033,0.0001502971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.328745,0.03629487,0.6089352,0.000455963,0.0003107241,0.0002585663,0.0003782917,0.005823195,0.01879814],"genre_scores_gemma":[0.8591188,0.007334467,0.1275344,0.0002501913,0.0001238231,0.00007332155,0.0003164814,0.0003409104,0.004907661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001513575,"threshold_uncertainty_score":0.005063415,"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."}}