{"id":"W2488738816","doi":"10.1016/j.ijrobp.2015.07.1172","title":"Number of Intermediate- and High-Risk Factors Significantly Predicts Biochemical Survival and Prostate Cancer-Specific Survival After Low-Dose-Rate Brachytherapy","year":2015,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Androgen deprivation therapy; Urology; Oncology; Internal medicine; Radiation therapy; Biochemical recurrence; Cancer; Prostatectomy","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":[0.0003286858,0.0002768623,0.0003794383,0.0003721198,0.0003537583,0.0007741459,0.0004451268,0.0004977572,0.002063839],"category_scores_gemma":[0.002076248,0.0002118021,0.000868146,0.0004840654,0.0003292729,0.0004558388,0.000347274,0.0007944801,0.0002646672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544112,"about_ca_system_score_gemma":0.0006559723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128793,"about_ca_topic_score_gemma":0.003800181,"domain_scores_codex":[0.9997266,0.00006087368,0.00003145497,0.0000457715,0.00005912843,0.00007621272],"domain_scores_gemma":[0.9981573,0.0005531395,0.0005621441,0.0001222999,0.0001074041,0.0004976228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009424862,0.00007674989,0.9925377,0.00001650324,0.0001214337,0.0000924769,0.00003603543,0.0002166432,0.001310131,0.00004085909,0.0001144572,0.004494453],"study_design_scores_gemma":[0.000007876501,0.0001391026,0.9983469,0.000004419677,0.0001277098,0.0003123277,0.000067933,0.0004797746,0.000197028,0.0001053598,0.0002024613,0.00000902897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972135,0.001262368,0.0003538181,0.0001075297,0.00002907489,0.000005048147,0.0001295004,0.00001516915,0.0008838803],"genre_scores_gemma":[0.9994053,0.0001066053,0.00008320342,0.00001466187,0.00002156249,0.000001867159,0.00009102013,0.000005579983,0.0002702878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002128793,"threshold_uncertainty_score":0.006904244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256206464672209,"score_gpt":0.3172705991430725,"score_spread":0.2947085344963505,"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."}}