{"id":"W76210426","doi":"","title":"What is the optimal duration of androgen deprivation therapy in prostate cancer patients presenting with prostate-specific antigen levels > 20 ng/ml?","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Androgen deprivation therapy; Proportional hazards model; Urology; Androgen; Prostate-specific antigen; Cohort; Radiation therapy; External beam radiotherapy; Oncology; Internal medicine; Prostate; Survival analysis; Cancer; Hormone","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":[0.0007886611,0.0001516321,0.0006989947,0.0002298396,0.0001784387,0.0003943261,0.0002062865,0.0004304937,0.0006500912],"category_scores_gemma":[0.002992745,0.00007888617,0.0004171147,0.0003347436,0.0002432895,0.000396119,0.0001811117,0.0002741432,0.0001216131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873435,"about_ca_system_score_gemma":0.0006714832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000796561,"about_ca_topic_score_gemma":0.001676719,"domain_scores_codex":[0.9996914,0.0001244111,0.00005246564,0.00003507968,0.00005837256,0.0000383077],"domain_scores_gemma":[0.9983414,0.0005034588,0.0007740978,0.00001795192,0.00007116231,0.0002919049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02140396,0.0007173653,0.8472242,0.000942776,0.0005312961,0.0003290618,0.000174039,0.002734441,0.006475904,0.0001040623,0.0008272213,0.1185356],"study_design_scores_gemma":[0.0006746509,0.01270445,0.9766052,0.0003268163,0.0006366962,0.001818332,0.0004774072,0.001830799,0.00129365,0.0002655092,0.003337975,0.00002846216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590975,0.03932529,0.0003555247,0.0004964884,0.00005149859,0.000025415,0.000154726,0.000005849772,0.0004877854],"genre_scores_gemma":[0.9962677,0.002963969,0.0003408106,0.0001266052,0.0001110175,0.00001656741,0.0001103603,0.000001888135,0.00006100193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000796561,"threshold_uncertainty_score":0.004170895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464594547420079,"score_gpt":0.2676520311751474,"score_spread":0.2330060857009466,"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."}}