{"id":"W7131868699","doi":"10.5376/cge.2025.13.0003","title":"Emerging Molecular Pathways in Prostate Cancer Development and Their Therapeutic Implications","year":2025,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Cancer; Disease; Prostate disease; Prostate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002556803,0.0005301461,0.0005906245,0.0003714617,0.0003539505,0.000125342,0.000191675,0.0001981718,0.00005075497],"category_scores_gemma":[0.00001177697,0.000453872,0.00006528154,0.000735674,0.0003833777,0.00003297572,0.0002977019,0.000390774,0.000001888571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570629,"about_ca_system_score_gemma":0.002106452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969886,"about_ca_topic_score_gemma":0.0004904647,"domain_scores_codex":[0.9972113,0.00008627785,0.0006925266,0.0008631024,0.0002148251,0.0009319036],"domain_scores_gemma":[0.9987371,0.00007114503,0.0001296914,0.000466217,0.0002620285,0.0003338098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001363201,0.0001579247,0.2529829,0.0007400749,0.000528991,0.0000182606,0.006120843,0.0004400074,0.02079909,0.000480314,0.0000561192,0.7175392],"study_design_scores_gemma":[0.006237807,0.000389175,0.6325912,0.002431698,0.0005564407,0.000006911566,0.003088334,0.005143915,0.2316466,0.005475377,0.1113411,0.001091397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5584604,0.4357832,0.0003855177,0.003669091,0.0002656139,0.001006619,0.00009850202,0.00001264463,0.0003184318],"genre_scores_gemma":[0.6219155,0.3758794,0.0002598707,0.0005255059,0.00005547528,0.0005739632,0.00002056247,0.00004062535,0.0007290855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7164478,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372025856438386,"score_gpt":0.333612111719413,"score_spread":0.2998918531550291,"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."}}