{"id":"W4322617782","doi":"10.1002/pros.24501","title":"Mass spectrometry redefines optimal testosterone thresholds in prostate cancer patients undergoing androgen deprivation therapy","year":2023,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Fonds de Recherche du Québec - Santé; Sanofi Genzyme; Centre Hospitalier Universitaire de Québec; Université Laval","keywords":"Testosterone (patch); Prostate cancer; Medicine; Androgen deprivation therapy; Castration; Hazard ratio; Internal medicine; Urology; Androgen; Proportional hazards model; Prostate; Endocrinology; Confidence interval; Cancer; Oncology; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001004633,0.0002903994,0.0006397789,0.0006430534,0.0002352329,0.0006853885,0.0003183757,0.0003313424,0.0005901156],"category_scores_gemma":[0.00323013,0.0001457846,0.0004596254,0.000752829,0.0002560885,0.0002405766,0.0002601006,0.0005342634,0.0001693667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759137,"about_ca_system_score_gemma":0.000459126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163639,"about_ca_topic_score_gemma":0.001782253,"domain_scores_codex":[0.99955,0.0001210447,0.00004704711,0.00005996232,0.000157785,0.00006407504],"domain_scores_gemma":[0.9978672,0.0007706468,0.0009239527,0.00006794454,0.0002142999,0.0001559304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678166,0.00008566125,0.9826508,0.00006017211,0.00007195063,0.0002243465,0.00006883481,0.000524317,0.002308481,0.00006423132,0.0002239261,0.01203902],"study_design_scores_gemma":[0.00004304569,0.0009479354,0.9904397,0.00003681036,0.0001345961,0.001191204,0.0001673543,0.003085229,0.003065567,0.0002079184,0.0006666688,0.00001401132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953472,0.003240541,0.0006795161,0.0001275052,0.00001683574,0.00001123607,0.0001056338,0.00002165171,0.0004499816],"genre_scores_gemma":[0.9992005,0.000253031,0.0003863627,0.00002840173,0.00001214019,0.000002601812,0.00007252669,0.000002279268,0.00004207386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00163639,"threshold_uncertainty_score":0.005313098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527539212109228,"score_gpt":0.3153372744455749,"score_spread":0.2800618823244826,"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."}}