{"id":"W1605082243","doi":"10.1002/cncr.27911","title":"Population‐based 10‐year oncologic outcomes after low‐dose‐rate brachytherapy for low‐risk and intermediate‐risk prostate cancer","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Confidence interval; Prostate cancer; Brachytherapy; Population; Androgen deprivation therapy; Internal medicine; Univariate analysis; Multivariate analysis; Cancer; Oncology; Urology; Surgery; Radiation therapy","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":[0.0002783794,0.0003313929,0.0005611049,0.00009780456,0.0001280564,0.00003786079,0.00006187452,0.0001324676,0.001098899],"category_scores_gemma":[0.0001026768,0.0002353513,0.0001710524,0.0001352293,0.00008442783,0.0002049798,0.00003108466,0.0001797241,0.00002753136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069351,"about_ca_system_score_gemma":0.0002059126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007000751,"about_ca_topic_score_gemma":0.0004213502,"domain_scores_codex":[0.9983699,0.00007525484,0.0003812728,0.0004204444,0.0001742429,0.0005789284],"domain_scores_gemma":[0.9987226,0.0002315814,0.0002877935,0.0003036278,0.0001472704,0.0003071162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374752,0.0002709067,0.9451297,0.0002009127,0.0002263466,0.000005984929,0.0005276532,0.00006062955,0.00003526159,0.000008476375,0.001685043,0.05047435],"study_design_scores_gemma":[0.00671541,0.0004580622,0.9767924,0.0002741715,0.0004252898,9.460499e-7,0.00006060246,0.0002004223,0.001107975,0.0000868859,0.01359301,0.0002848378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816675,0.01316456,0.00004985764,0.001218654,0.0008933772,0.001801126,0.001090912,0.00007511414,0.00003891213],"genre_scores_gemma":[0.9791455,0.01064215,0.0003776426,0.002408613,0.0005407936,0.005473774,0.0001272982,0.00006717166,0.001217057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05018951,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830299722252976,"score_gpt":0.3272321936736072,"score_spread":0.3089291964510774,"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."}}