{"id":"W7043777976","doi":"","title":"Utility Data Comparison of FY16, FY17, and FY 18 Quarter One and Quarter Two Data","year":2018,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data collection; Statistical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008194984,0.0002144325,0.00070038,0.000228547,0.0001828988,0.00005868448,0.0004695276,0.00009197978,0.0001453619],"category_scores_gemma":[0.00008354877,0.0002081928,0.00006245957,0.0002540006,0.0004239451,0.0008381534,0.0006529544,0.0003296767,0.00001614703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001694352,"about_ca_system_score_gemma":0.00009178816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003078272,"about_ca_topic_score_gemma":0.002950764,"domain_scores_codex":[0.9980698,0.0001532395,0.0003072317,0.0007695326,0.0003798627,0.0003203069],"domain_scores_gemma":[0.9971716,0.00005266633,0.0001531737,0.002143079,0.0001879102,0.0002915397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001458793,0.0008662391,0.7655425,0.000566148,0.002048946,0.0002649321,0.002575386,8.102551e-7,0.0003820098,0.00009062846,0.01507665,0.2111269],"study_design_scores_gemma":[0.006933434,0.0007397911,0.5485784,0.0001828242,0.001278738,0.00004042422,0.001510041,0.002870841,0.0006374705,0.000080287,0.4367126,0.0004351857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874325,0.0009477266,0.002200596,0.0001803867,0.0001124808,0.0004342784,0.0007228882,0.00005477768,0.007914325],"genre_scores_gemma":[0.996515,0.000347001,0.001502287,0.00005283881,0.0001355916,2.348732e-7,0.0008428055,0.00001813395,0.0005861363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216359,"threshold_uncertainty_score":0.8489856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09069958611013285,"score_gpt":0.3079101930648742,"score_spread":0.2172106069547413,"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."}}