{"id":"W2055357871","doi":"10.1002/cncr.26307","title":"Outcomes after prostate brachytherapy are even better than predicted","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Medicine; Prostate cancer; Brachytherapy; Nomogram; Androgen deprivation therapy; Prostate brachytherapy; Concordance; Confidence interval; Prostate; Prostate-specific antigen; Radiation therapy; Hormonal therapy; Internal medicine; Cancer","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":[0.00003405328,0.0002050839,0.0003227714,0.00005405864,0.00003737118,0.00001164562,0.00005886502,0.00006836583,0.001918214],"category_scores_gemma":[0.000006806662,0.0001408144,0.0001208842,0.0001017213,0.00006232513,0.0001014716,0.00002432073,0.0001178722,0.00005675402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753801,"about_ca_system_score_gemma":0.00008483414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016927,"about_ca_topic_score_gemma":0.0001150545,"domain_scores_codex":[0.9989777,0.00001780404,0.0001969425,0.0003138046,0.0001826179,0.0003111103],"domain_scores_gemma":[0.9993036,0.00001342594,0.00008993661,0.0003360307,0.00009362949,0.0001633407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004394907,0.0001976837,0.980921,0.00005409541,0.0002869612,0.0001488705,0.001356122,2.298594e-7,0.00004053679,0.00000671623,0.003666481,0.01288181],"study_design_scores_gemma":[0.002268194,0.0002283331,0.9771753,0.0002298757,0.0001421203,0.000006070484,0.00004362865,0.000004027996,0.004011439,0.0001393761,0.01559824,0.0001534173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911885,0.002911336,0.000009601648,0.003366744,0.0003850771,0.0007402643,0.0002153284,0.000101007,0.001082134],"genre_scores_gemma":[0.988548,0.001120991,0.0002233857,0.00588538,0.0001837548,0.001703805,0.00002770975,0.00004593141,0.002261076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127284,"threshold_uncertainty_score":0.9989942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277191213221658,"score_gpt":0.2818291971847636,"score_spread":0.2541100758625978,"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."}}