{"id":"W2089537007","doi":"10.1016/j.ijrobp.2010.11.068","title":"Extreme-Risk Prostate Adenocarcinoma Presenting With Prostate-Specific Antigen (PSA) >40 ng/ml: Prognostic Significance of the Preradiation PSA Nadir","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Androgen deprivation therapy; Urology; Prostate; Stage (stratigraphy); Oncology; Internal medicine; Radiation therapy; Proportional hazards model; T-stage; 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":[0.0002634382,0.0002983388,0.0003762276,0.0005190386,0.0004901049,0.0006867851,0.0003491719,0.0004908738,0.002456058],"category_scores_gemma":[0.001835502,0.0001878094,0.0003131671,0.0005398829,0.0004191391,0.0005127044,0.000546106,0.0006808479,0.0002736027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806427,"about_ca_system_score_gemma":0.0003083154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006813721,"about_ca_topic_score_gemma":0.001229528,"domain_scores_codex":[0.9998422,0.00003975201,0.00001219632,0.00002250807,0.00002286777,0.00006056517],"domain_scores_gemma":[0.9986009,0.0003504342,0.0003569639,0.00007557916,0.00007141307,0.0005446118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005834762,0.00002995642,0.9946004,0.00000553915,0.00002346884,0.001823833,0.0000308952,0.0001019397,0.001089473,0.00004643131,0.00009008424,0.001574374],"study_design_scores_gemma":[0.000009482121,0.000229878,0.9861808,0.000005194416,0.00003361531,0.01207741,0.0002215965,0.0004359332,0.0002804289,0.000282488,0.0002297949,0.00001332805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988163,0.0001811489,0.0001182948,0.00006774357,0.00001058324,0.000003173792,0.00006173477,0.000005140947,0.0007359531],"genre_scores_gemma":[0.9997477,0.00003477474,0.00005564719,0.00001341781,0.00001796302,7.867782e-7,0.00005230931,0.000001491585,0.00007586148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456058,"threshold_uncertainty_score":0.008216381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378085116751353,"score_gpt":0.2874545824305819,"score_spread":0.2496460707554466,"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."}}