{"id":"W4406501654","doi":"10.1200/jco-24-02314","title":"Inferior Control Arms in Prostate Cancer Trials: The ARANOTE Trial","year":2025,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North; Queen's University","funders":"","keywords":"Medicine; Prostate cancer; Clinical trial; Oncology; Cancer; Prostate; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02057,0.0008031868,0.002077271,0.0003996758,0.0009182789,0.003048149,0.001307599,0.01520636,0.01208557],"category_scores_gemma":[0.03615217,0.0004793054,0.001823844,0.0007546498,0.00154784,0.002913918,0.001031495,0.01690952,0.003045602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534184,"about_ca_system_score_gemma":0.002401156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000812434,"about_ca_topic_score_gemma":0.003365226,"domain_scores_codex":[0.9850412,0.01211842,0.0007986411,0.0006019423,0.0009289033,0.0005108367],"domain_scores_gemma":[0.966811,0.02711635,0.002155674,0.0008228016,0.0007231886,0.002370963],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.06667624,0.0004368629,0.002220663,0.001778688,0.001079549,0.001234174,0.00018681,0.0008204681,0.001020206,0.01472163,0.7928811,0.1169437],"study_design_scores_gemma":[0.19318,0.005538709,0.005798556,0.002505676,0.002191681,0.001931409,0.0003260405,0.004267919,0.001455151,0.06312008,0.719466,0.0002187545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01661691,0.03194151,0.00177002,0.875499,0.03331057,0.0004185488,0.002079855,0.0001897832,0.03817395],"genre_scores_gemma":[0.09551632,0.007129764,0.002569052,0.8285381,0.04959134,0.0008059293,0.0007301877,0.0001321333,0.01498714],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.97943,"threshold_uncertainty_score":0.1087858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2786576679026849,"score_gpt":0.5766301250686224,"score_spread":0.2979724571659376,"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."}}