{"id":"W4308341346","doi":"10.1200/go.22.00154","title":"IRONMAN: A Novel International Registry of Men With Advanced Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; Astellas Pharma; Sanofi; Movember Foundation; AstraZeneca; Pfizer; Amgen","keywords":"Medicine; Prostate cancer; Family medicine; Cancer registry; Cohort; Government (linguistics); Population; Veterans Affairs; Cancer; Gynecology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000928938,0.00009190852,0.0002429697,0.00004033148,0.00006078031,0.000003520139,0.0001489372,0.00003788914,0.0005895612],"category_scores_gemma":[0.000015322,0.00006871486,0.00004253429,0.0002044176,0.000140623,0.00003982444,0.0001505205,0.0001695411,0.000003675176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591514,"about_ca_system_score_gemma":0.0008795545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918793,"about_ca_topic_score_gemma":0.00007344581,"domain_scores_codex":[0.9990077,0.00002572761,0.0001651296,0.00022371,0.0003577336,0.0002200051],"domain_scores_gemma":[0.9994864,0.00001936245,0.0001260671,0.0001754747,0.0001087635,0.00008396438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06229516,0.00562241,0.5957749,0.0003187807,0.002184391,0.002031684,0.002075214,0.002643637,0.02940148,0.005335699,0.05658595,0.2357307],"study_design_scores_gemma":[0.02445517,0.0076816,0.08559593,0.00007608845,0.0001677098,0.0005872905,0.002260878,0.0004483737,0.001704343,0.0002175415,0.8765827,0.0002223966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453914,0.00155208,0.00003114623,0.01969072,0.000437395,0.0009823886,0.000821995,0.00004667061,0.1310462],"genre_scores_gemma":[0.9863794,0.0003547773,0.001167495,0.0004904068,0.00009165388,0.0004728662,0.0001321878,0.0000122788,0.01089896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8199967,"threshold_uncertainty_score":0.6455283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997256716157769,"score_gpt":0.3717071362068913,"score_spread":0.3517345690453136,"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."}}