{"id":"W3172086766","doi":"10.1200/jco.2021.39.15_suppl.lba4","title":"Phase III study of lutetium-177-PSMA-617 in patients with metastatic castration-resistant prostate cancer (VISION).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Hazard ratio; Taxane; Progression-free survival; Urology; Internal medicine; Oncology; Clinical endpoint; Abiraterone acetate; Prostate; Response Evaluation Criteria in Solid Tumors; Confidence interval; Phases of clinical research; Cancer; Nuclear medicine; Randomized controlled trial; Clinical trial; Androgen deprivation therapy; Chemotherapy; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535791,0.0001375475,0.001435358,0.0001664541,0.00003573198,0.0000103234,0.00009853667,0.00009332916,0.0002038494],"category_scores_gemma":[0.0006895252,0.00008107031,0.0001592864,0.0003639786,0.000166436,0.0001337082,0.00004254923,0.0006811483,0.000001985742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215955,"about_ca_system_score_gemma":0.004178946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218386,"about_ca_topic_score_gemma":0.0009666774,"domain_scores_codex":[0.9960905,0.0005454288,0.002170671,0.00022448,0.000723659,0.0002452197],"domain_scores_gemma":[0.9961851,0.0007326471,0.001211485,0.0001992412,0.001391178,0.0002803636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1126785,0.08825267,0.6865283,0.0001537384,0.001959718,0.006693298,0.002110739,0.0001099794,0.0006208799,0.0000131251,0.001152867,0.09972613],"study_design_scores_gemma":[0.1917691,0.09512278,0.7077525,0.0003190471,0.0007067423,0.00002859705,0.001718303,0.0000310365,0.0003434512,0.00004484681,0.002063952,0.00009962903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960607,0.0007007743,0.000004746111,0.001926268,0.0003438861,0.0006911947,0.0000202653,0.000002758825,0.0002494071],"genre_scores_gemma":[0.9980524,0.0004892135,0.0006441727,0.0001817394,0.0001210461,0.00001913415,0.00001292334,0.00001456111,0.0004648207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0996265,"threshold_uncertainty_score":0.741327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265274024230974,"score_gpt":0.5251846662483957,"score_spread":0.3986572638252982,"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."}}