{"id":"W2059115389","doi":"10.1016/j.brachy.2009.03.042","title":"125I brachytherapy as monotherapy in patients aged ≤55 years with localized prostate cancer","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Erectile function; Genitourinary system; Brachytherapy; Adverse effect; Urology; Prostate; Sexual function; Toxicity; Overall survival; Oncology; Gynecology; Cancer; Internal medicine; Erectile dysfunction; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001446306,0.0004232477,0.0006684553,0.00021529,0.00007595325,0.00005767322,0.0001245032,0.0001348298,0.0004586007],"category_scores_gemma":[0.000006946655,0.0003260247,0.0001347342,0.0005294472,0.00008525429,0.0002192244,0.000007348824,0.0002863874,0.00005549071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400308,"about_ca_system_score_gemma":0.0002538195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004427105,"about_ca_topic_score_gemma":0.0001756006,"domain_scores_codex":[0.9977325,0.00008466156,0.0004431646,0.0006386796,0.0004925146,0.0006084482],"domain_scores_gemma":[0.9989223,0.0000387316,0.0001883182,0.0005028689,0.0001118365,0.0002359148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009664814,0.001812038,0.6539525,0.00001797531,0.0002107936,0.0002119067,0.002002939,0.00007806969,0.0004567452,0.00007716119,0.001113478,0.3304015],"study_design_scores_gemma":[0.03467608,0.005794496,0.9338996,0.0003231659,0.00004362937,0.00001427239,0.00005040919,0.00002970664,0.002528855,0.0004819978,0.02173611,0.0004216604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891167,0.004774893,0.00001894314,0.003157169,0.0001298487,0.002184623,0.00003105905,0.0001348598,0.0004519074],"genre_scores_gemma":[0.9752935,0.01016811,0.0007028556,0.01224157,0.0001297725,0.0004686175,0.00009226507,0.00009133445,0.0008120271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299799,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00844494792402887,"score_gpt":0.2758521779635754,"score_spread":0.2674072300395465,"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."}}