{"id":"W4206183822","doi":"10.2172/1838282","title":"RCT Continuing Training 1st Quarter 2022 Presentation Transcript","year":2022,"lang":"en","type":"report","venue":"","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Quarter (Canadian coin); Randomized controlled trial; Presentation (obstetrics); Medicine; Geography; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02734647,0.0008415137,0.001175637,0.001238573,0.002107373,0.003704477,0.001731389,0.005428305,0.7451478],"category_scores_gemma":[0.09958068,0.001009558,0.001200274,0.001047008,0.0006393008,0.002588474,0.003449776,0.004656489,0.3769806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004424665,"about_ca_system_score_gemma":0.0122237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005431768,"about_ca_topic_score_gemma":0.009346676,"domain_scores_codex":[0.9909108,0.004835366,0.0008108862,0.0005824605,0.001881974,0.0009784107],"domain_scores_gemma":[0.9494331,0.01912201,0.002282036,0.003885704,0.01730033,0.007976824],"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":[0.0001689107,0.00002887459,0.00002749689,0.0003253191,0.00000296822,0.00001391698,0.00003187609,0.00001712441,0.00002904938,0.0003984168,0.9884822,0.01047382],"study_design_scores_gemma":[0.001366287,0.0002297931,0.001064538,0.001952608,0.00001354741,0.00004732065,0.0001826018,0.00008283193,0.0001369457,0.001780021,0.9931145,0.00002901362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002937078,0.00281537,0.009455705,0.1642282,0.0594784,0.08024015,0.3135471,0.006736655,0.3605614],"genre_scores_gemma":[0.01006413,0.001932397,0.01250264,0.05813273,0.008306824,0.2202751,0.04396303,0.002244168,0.6425791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7451478,"threshold_uncertainty_score":0.3635157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3117447020274037,"score_gpt":0.4837074818692762,"score_spread":0.1719627798418725,"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."}}