{"id":"W1985014098","doi":"10.1002/cncr.22560","title":"Late toxicity and biochemical recurrence after external‐beam radiotherapy combined with permanent‐source prostate brachytherapy","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; External beam radiotherapy; Radiation therapy; Prostate cancer; Genitourinary system; Toxicity; Urology; Nuclear medicine; Surgery; Cancer; Internal medicine","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":[0.0001173538,0.0002276173,0.0003017392,0.00005257937,0.00005165516,0.00002914098,0.00004949416,0.00006754931,0.0001509438],"category_scores_gemma":[0.000003922786,0.0001598712,0.00004921702,0.000137429,0.0001650087,0.00007734212,0.00001646382,0.0001613316,0.000003879934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431957,"about_ca_system_score_gemma":0.00007401597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740939,"about_ca_topic_score_gemma":0.00002410907,"domain_scores_codex":[0.9988272,0.00001279862,0.0001967258,0.0003935565,0.0002106132,0.0003591615],"domain_scores_gemma":[0.9993283,0.00003690069,0.00007890921,0.0002337043,0.00007689376,0.0002453153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01026893,0.0006461621,0.8532259,0.0001991385,0.000298289,0.0003204408,0.002037947,0.00001003409,0.04147062,0.00001503914,0.001166606,0.0903409],"study_design_scores_gemma":[0.01363854,0.003259362,0.6560502,0.001366456,0.0001766003,0.0001367113,0.00005662694,0.0001171526,0.3001622,0.00006363021,0.02441938,0.0005531448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717226,0.0259339,0.0003094574,0.001072426,0.0001066128,0.0006900157,0.00002676151,0.00005377785,0.00008442287],"genre_scores_gemma":[0.9858894,0.009860417,0.0004981115,0.002411776,0.0001860154,0.0002568589,0.0000127244,0.00003946483,0.0008451883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586915,"threshold_uncertainty_score":0.6519358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00911664228554139,"score_gpt":0.2753140445973539,"score_spread":0.2661974023118125,"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."}}