{"id":"W4361953266","doi":"10.1158/1078-0432.c.6529157.v1","title":"Data from Serum Sex Steroids as Prognostic Biomarkers in Patients Receiving Androgen Deprivation Therapy for Recurrent Prostate Cancer: A <i>Post Hoc</i> Analysis of the PR.7 Trial","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Androgen deprivation therapy; Androstenediol; Internal medicine; Testosterone (patch); Dehydroepiandrosterone; Oncology; Endocrinology; Androgen; Cancer; Hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003387157,0.0006856805,0.001134708,0.0003069075,0.0004171124,0.0007575845,0.0006883856,0.0005119106,0.001702585],"category_scores_gemma":[0.0037336,0.0003737121,0.001839171,0.0007707973,0.0004885852,0.0003860192,0.0003720258,0.0009936289,0.0002682129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394592,"about_ca_system_score_gemma":0.002924665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373756,"about_ca_topic_score_gemma":0.0359291,"domain_scores_codex":[0.9979193,0.001036868,0.0001175347,0.0003028341,0.0003869943,0.0002364843],"domain_scores_gemma":[0.9968644,0.0007469283,0.0009200089,0.0006555322,0.0003524387,0.0004605894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5223835,0.001796442,0.4201249,0.0006529061,0.008088286,0.0002321829,0.0002292525,0.0014101,0.004705997,0.0002576429,0.008076123,0.03204284],"study_design_scores_gemma":[0.06596054,0.02401835,0.8942739,0.00006044822,0.005495573,0.0002819968,0.0001059694,0.001730505,0.001610102,0.0001952597,0.006202738,0.00006469641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9903659,0.001280631,0.0002705412,0.0002217892,0.00004516383,0.000615564,0.005636205,0.00002909418,0.001535136],"genre_scores_gemma":[0.989266,0.000312931,0.0004280332,0.0002299469,0.00009871059,0.0004742927,0.008018539,0.00001808849,0.001153348],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02373756,"threshold_uncertainty_score":0.04719877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07606319221624269,"score_gpt":0.3596970130385145,"score_spread":0.2836338208222718,"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."}}