{"id":"W4404249561","doi":"10.1002/pros.24820","title":"pSTAT3 Expression is Increased in Advanced Prostate Cancer in Post‐Initiation of Androgen Deprivation Therapy","year":2024,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"DOD Prostate Cancer Research Program; National Cancer Institute; National Institutes of Health; Vetenskapsrådet; U.S. Department of Defense; Kungliga Fysiografiska Sällskapet i Lund; Johns Hopkins University; Lunds Universitet; Swedish Cancer Foundation; Fonds de Recherche du Québec - Santé; Sidney Kimmel Comprehensive Cancer Center; Cancerfonden; Movember Foundation; Skånes universitetssjukhus","keywords":"Androgen deprivation therapy; Prostate cancer; Medicine; Prostate; Cancer; Androgen; Internal medicine; Oncology; Endocrinology; Cancer research; 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":[0.0001101112,0.0001028335,0.0002083669,0.0004253561,0.0001773936,0.0003849191,0.0001079504,0.0001611567,0.001436946],"category_scores_gemma":[0.0002759921,0.000103958,0.0001987894,0.0005895518,0.0001564496,0.0001139286,0.0001453895,0.0002853144,0.0001349148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795223,"about_ca_system_score_gemma":0.0002042203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879974,"about_ca_topic_score_gemma":0.002202304,"domain_scores_codex":[0.9999063,0.00001350279,0.000005851496,0.00002140543,0.00003205596,0.00002085738],"domain_scores_gemma":[0.9997092,0.00004482156,0.000124179,0.00001058635,0.00003600837,0.00007515891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003497261,0.00009807234,0.8945427,0.00008264192,0.0001042278,0.0005818726,0.0001520674,0.0002414067,0.08890084,0.00006512623,0.0003662608,0.01136754],"study_design_scores_gemma":[0.000006254285,0.0001773825,0.9957641,0.000001806064,0.00002343138,0.0005964923,0.00005004299,0.0001782022,0.002854348,0.00002360003,0.0003217938,0.0000023968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986991,0.0005042409,0.0001063411,0.00001917405,0.000003629592,0.000004684422,0.0002797194,0.00001050139,0.000372671],"genre_scores_gemma":[0.9994813,0.00009229709,0.00004316626,0.000009518056,0.000003773344,0.000002641156,0.0001888163,0.000001427038,0.000177033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879974,"threshold_uncertainty_score":0.004807055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239563330732968,"score_gpt":0.3418290004464757,"score_spread":0.319433367139146,"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."}}