{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003582911,0.0004661777,0.0005075011,0.003529068,0.00177992,0.001260961,0.001786594,0.0004006489,0.005103323],"category_scores_gemma":[0.006565518,0.0003439285,0.0004041645,0.003695238,0.0004344356,0.001848468,0.002871786,0.0009714974,0.001749189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321114,"about_ca_system_score_gemma":0.007187892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02394495,"about_ca_topic_score_gemma":0.06118851,"domain_scores_codex":[0.9981504,0.0004372461,0.0002488393,0.0004944226,0.0004058005,0.0002633822],"domain_scores_gemma":[0.9917887,0.0006871304,0.002741584,0.001447259,0.001826282,0.00150911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004939535,0.00039091,0.8264695,0.0003654472,0.0000633293,0.0004117114,0.002027764,0.0002489612,0.001104495,0.002782736,0.07009239,0.09554867],"study_design_scores_gemma":[0.0002166126,0.0004893386,0.7656006,0.0005482685,0.0001105575,0.00204278,0.002094856,0.000837343,0.0008722806,0.0006186953,0.2264848,0.00008391453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6932967,0.005456979,0.02096076,0.00608369,0.0007626172,0.01063069,0.1561445,0.001324855,0.1053394],"genre_scores_gemma":[0.7090195,0.004433616,0.05896983,0.004499421,0.001562833,0.01264742,0.1810011,0.0004817301,0.02738449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394495,"threshold_uncertainty_score":0.04761112,"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."}}