{"id":"W4224311698","doi":"10.1093/rheumatology/keac133.206","title":"P207 NRAS Virtual Groups","year":2022,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Medicine; Feeling; Promotion (chess); Medical education; Psychology; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003094906,0.0005470109,0.000290846,0.0006531081,0.002814644,0.003918661,0.00173129,0.001366544,0.5428447],"category_scores_gemma":[0.009371247,0.0003118335,0.0005398088,0.0007312229,0.0006422937,0.00237843,0.00637319,0.001460154,0.2291332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307562,"about_ca_system_score_gemma":0.003562463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643296,"about_ca_topic_score_gemma":0.006241297,"domain_scores_codex":[0.9967265,0.001508472,0.0001388749,0.0003275528,0.0007872124,0.0005113949],"domain_scores_gemma":[0.9901708,0.001293387,0.0004537427,0.001318733,0.002297746,0.004465652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002588625,0.0001596793,0.0007134783,0.000183959,0.000005822641,0.0002097768,0.0005700762,0.0001200374,0.0003214691,0.004806951,0.8814094,0.1112404],"study_design_scores_gemma":[0.00003055813,0.00006778351,0.0006018248,0.00006042495,0.000001572111,0.00008304945,0.0004592769,0.0001207889,0.0001042122,0.0006722099,0.9977928,0.000005503252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008605903,0.0005544596,0.002593387,0.01216542,0.005682799,0.0005061588,0.002473326,0.003131989,0.9642866],"genre_scores_gemma":[0.08986028,0.0007731778,0.004751503,0.003171027,0.001264558,0.001042606,0.002793659,0.0009738461,0.8953694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5428447,"threshold_uncertainty_score":0.6520766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998937636987154,"score_gpt":0.285317060049018,"score_spread":0.2653276836791464,"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."}}