{"id":"W1980817456","doi":"10.1016/j.ijrobp.2007.03.031","title":"PSA Kinetics and PSA Bounce Following Permanent Seed Prostate Brachytherapy","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Urology; Prostate; Ultrasound; Prostate cancer; Prostate-specific antigen; Nuclear medicine; Radiation therapy; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005549213,0.0001937682,0.0004187907,0.0001323347,0.00006529817,0.00003298622,0.0001444968,0.0001475761,0.00001769822],"category_scores_gemma":[0.0001206131,0.0001610377,0.0001813446,0.000130328,0.0001248158,0.0001961754,0.00003726622,0.0003085941,0.000009570444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288071,"about_ca_system_score_gemma":0.0002940154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001368174,"about_ca_topic_score_gemma":0.000006603702,"domain_scores_codex":[0.9985104,0.00006825696,0.0006555956,0.0002171552,0.0002906997,0.000257923],"domain_scores_gemma":[0.9981985,0.0002728225,0.0006637057,0.0001144897,0.000572051,0.0001784119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006972958,0.0007380422,0.7410076,0.0000114058,0.001002471,0.0003159905,0.001009798,0.00008200051,0.01327277,0.002496613,0.0004952773,0.2388708],"study_design_scores_gemma":[0.02370687,0.007967753,0.7684289,0.000291963,0.0005868067,0.001161682,0.0003134029,0.0006746899,0.02651626,0.01095377,0.1589102,0.0004877305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852026,0.002856356,0.0035645,0.005272629,0.002169092,0.0003190903,0.00003613541,0.0000285264,0.0005510888],"genre_scores_gemma":[0.9902126,0.003140093,0.002871038,0.002106704,0.001478683,0.00001033061,0.00008465857,0.00002652881,0.00006933235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383831,"threshold_uncertainty_score":0.6566927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691465233118856,"score_gpt":0.334279133710623,"score_spread":0.3173644813794345,"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."}}