{"id":"W2404780243","doi":"10.1016/j.brachy.2016.04.020","title":"Long Term PSA Stability and Predictive Factors of Failure after Permanent Seed Prostate Brachytherapy","year":2016,"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":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Urology; Prostate brachytherapy; Logistic regression; Prospective cohort study; Androgen deprivation therapy; Prostate; Implant; Nuclear medicine; Prostate-specific antigen; Internal medicine; Surgery; Radiation therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006836262,0.000231563,0.0003891759,0.0008733685,0.000456392,0.0007330931,0.0004009182,0.0004523264,0.001537579],"category_scores_gemma":[0.004292386,0.0001691731,0.000677621,0.0009379873,0.0004371398,0.0004893862,0.0003438659,0.0006206007,0.0002265071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965914,"about_ca_system_score_gemma":0.0005021701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282055,"about_ca_topic_score_gemma":0.002726957,"domain_scores_codex":[0.9996775,0.00006749592,0.00003933182,0.0000451578,0.00008307106,0.0000874554],"domain_scores_gemma":[0.9971389,0.001061797,0.0009192605,0.000155284,0.0002408543,0.0004840358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008996197,0.00005754352,0.9938288,0.00001242327,0.0000908666,0.0002366662,0.00007827462,0.0001789728,0.0006133077,0.00002824484,0.00006268286,0.00391251],"study_design_scores_gemma":[0.000003868811,0.0003119214,0.9983528,0.000003910982,0.00006735359,0.0005029709,0.00008353887,0.0002861492,0.0001747373,0.00005330318,0.0001513955,0.000008026988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980264,0.001224457,0.0001212484,0.00004601047,0.00001352837,0.000003015745,0.0001159852,0.00000470559,0.0004446205],"genre_scores_gemma":[0.9996886,0.00007975069,0.00001576446,0.000007628571,0.00001266199,0.000001009199,0.00007893644,0.000001491463,0.0001141913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282055,"threshold_uncertainty_score":0.005608261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217973629764295,"score_gpt":0.2554844980923999,"score_spread":0.243304761794757,"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."}}