{"id":"W3012848280","doi":"10.1002/pros.23975","title":"DNA repair gene polymorphisms, tumor control, and treatment toxicity in prostate cancer patients treated with permanent implant prostate brachytherapy","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Canadian Institutes of Health Research; Canadian Association of Radiation Oncology","keywords":"Prostate cancer; Medicine; Brachytherapy; Internal medicine; Oncology; Hazard ratio; Proportional hazards model; Urology; Toxicity; Single-nucleotide polymorphism; Cancer; Radiation therapy; Biology; Genotype; Confidence interval; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001476895,0.0005978967,0.0008122237,0.00008845422,0.0002014623,0.00007100307,0.00009781135,0.00004807866,0.00003463437],"category_scores_gemma":[0.0000135061,0.0003286244,0.0001269421,0.0003447571,0.0002150078,0.000180334,0.0000514007,0.0002333164,0.00001433835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584095,"about_ca_system_score_gemma":0.0002840009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171837,"about_ca_topic_score_gemma":0.0003943881,"domain_scores_codex":[0.9973221,0.0001424976,0.0005674117,0.0008235181,0.0003854874,0.000758937],"domain_scores_gemma":[0.9986859,0.00006906418,0.0002733673,0.0003958692,0.0001437063,0.000432097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01404459,0.001357548,0.9552883,0.0001145962,0.0007469767,0.001178081,0.008298439,0.00007769567,0.006184407,0.00001658968,0.0006404734,0.01205233],"study_design_scores_gemma":[0.04622703,0.01825522,0.8712084,0.0004720305,0.0007890608,0.0002218219,0.0002409556,0.001089374,0.05445739,0.0000450265,0.006191737,0.0008019047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976281,0.003337516,9.840911e-7,0.01293818,0.00005408562,0.005816619,0.001312878,0.0001975655,0.0000611754],"genre_scores_gemma":[0.9865186,0.006334296,0.0000738275,0.004328942,0.00008105348,0.002055562,0.0002634415,0.0000930807,0.0002512017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08407981,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209322469161327,"score_gpt":0.2398856328364114,"score_spread":0.2277924081447981,"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."}}