{"id":"W4407251859","doi":"10.3390/curroncol32020092","title":"Radical Prostatectomy in Multimodal Setting: Current Role of Neoadjuvant and Adjuvant Hormonal or Chemotherapy-Based Treatments","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Hormonal therapy; Prostate cancer; Oncology; Adjuvant; Androgen deprivation therapy; Lymph node; Neoadjuvant therapy; Chemotherapy; Internal medicine; Clinical trial; Perioperative; Cancer; Surgery; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121782,0.0007018567,0.002074703,0.001783169,0.0001897379,0.001198704,0.0008115376,0.0007028941,0.003775006],"category_scores_gemma":[0.001410635,0.0002695282,0.001148927,0.001920571,0.0005079175,0.00119448,0.000527409,0.001266315,0.0006738555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677734,"about_ca_system_score_gemma":0.001386508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351157,"about_ca_topic_score_gemma":0.003242081,"domain_scores_codex":[0.9995319,0.0001450028,0.0001009473,0.00007094794,0.0001231935,0.0000280863],"domain_scores_gemma":[0.9992792,0.0004876343,0.000108128,0.00001658491,0.00008689539,0.00002163047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001474332,0.00003747475,0.0001824263,0.08142329,0.000368816,0.00008504046,0.00006344254,0.0003485867,0.0004479273,0.001782644,0.01031232,0.9048007],"study_design_scores_gemma":[0.000124582,0.0003009631,0.003028774,0.07447533,0.001517178,0.002098834,0.0001930909,0.0002291111,0.0004059812,0.003272416,0.9143176,0.00003614532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005547223,0.9995275,0.00002256377,0.00009372494,0.00003712761,0.000002379776,0.000005847606,0.000001346777,0.0002541319],"genre_scores_gemma":[0.0005120211,0.999227,0.00005957354,0.00008385799,0.00004277789,0.000003221559,0.00001017228,5.947164e-7,0.00006077367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003775006,"threshold_uncertainty_score":0.01262861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735222694874743,"score_gpt":0.4783877384369442,"score_spread":0.3810355114881967,"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."}}