{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004040242,0.0001523827,0.0002244839,0.0002735881,0.00004183938,0.00002666234,0.00008387631,0.00005524774,0.0001171594],"category_scores_gemma":[0.00003410396,0.00009188624,0.00005205799,0.0006514013,0.00007685323,0.0002352576,0.00003848325,0.0002332561,0.00001015143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935862,"about_ca_system_score_gemma":0.0004300748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006178485,"about_ca_topic_score_gemma":0.00009497956,"domain_scores_codex":[0.9986799,0.0001002622,0.0003378897,0.0002853585,0.0003030145,0.0002935634],"domain_scores_gemma":[0.9994293,0.00009393349,0.00007042187,0.0002291911,0.0001226942,0.00005442326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008521694,0.0003365682,0.1657235,0.0005672996,0.0001008429,0.000140517,0.02667584,0.0001622811,0.5968953,0.00006474141,0.0002543563,0.200557],"study_design_scores_gemma":[0.007685406,0.0006078744,0.1855849,0.001826653,0.00002998594,0.00000966577,0.0008174674,0.00213468,0.7974222,0.002013663,0.001663276,0.0002042444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817234,0.01076496,0.000006431999,0.005182911,0.00007313219,0.001796961,0.0001345775,0.00004429595,0.0002733254],"genre_scores_gemma":[0.9865684,0.01198149,0.00007443294,0.0002773169,0.00002780691,0.0004265597,0.0001187439,0.00003167313,0.0004935538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005269,"threshold_uncertainty_score":0.3747012,"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."}}