{"id":"W2064697273","doi":"10.1016/j.clon.2005.06.002","title":"Intra-prostatic Fiducial Markers and Concurrent Androgen Deprivation","year":2005,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Fiducial marker; Medicine; Androgen deprivation therapy; Radiation therapy; Prostate; Prostate cancer; Urology; Androgen; Nuclear medicine; Internal medicine; Radiology; Hormone; 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":[0.000316249,0.00009035249,0.000259175,0.00002184124,0.00004721022,0.000008736592,0.00007755074,0.0000851973,0.0003453344],"category_scores_gemma":[0.00006066677,0.00008217347,0.00005076835,0.00005432642,0.000195702,0.00008189178,0.00003498784,0.0002131876,0.00001007687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426416,"about_ca_system_score_gemma":0.00008829067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000661846,"about_ca_topic_score_gemma":0.000004230415,"domain_scores_codex":[0.9990551,0.0001134178,0.0004029399,0.0002220731,0.00005000107,0.0001564407],"domain_scores_gemma":[0.9991664,0.0004410977,0.0001500519,0.0001160159,0.00003929486,0.00008718718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004016436,0.00015409,0.09029509,0.000002202197,0.00003833979,9.057899e-7,0.00005051603,0.000003654913,0.0001041263,0.00516123,0.002311568,0.9018381],"study_design_scores_gemma":[0.003400603,0.001473144,0.05556118,0.00001920941,0.00006174829,0.00000473254,0.00007288182,0.002346573,0.001295857,0.009672379,0.9257336,0.0003580949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270796,0.0002827617,0.1634303,0.002769988,0.0005010486,0.0005178697,0.000016946,0.0001068823,0.00529467],"genre_scores_gemma":[0.957565,0.00009922421,0.04024684,0.0008096893,0.001095958,0.000039502,0.00002010466,0.00001433385,0.0001093158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.923422,"threshold_uncertainty_score":0.378117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781156176878053,"score_gpt":0.4140968632272748,"score_spread":0.3762853014584943,"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."}}