{"id":"W2500833243","doi":"10.1161/circoutcomes.6.suppl_1.a336","title":"Abstract 336: Relationship of Provider and Practice Volume to Performance Measure Adherence: Results from the NCDR®","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College","funders":"","keywords":"Medicine; Logistic regression; Pinnacle; Coronary artery disease; Cohort; Quality management; Volume (thermodynamics); Emergency medicine; Family medicine; Internal medicine; Operations management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743434,0.0001371583,0.000367764,0.00003775789,0.0001372862,0.00006324372,0.00006473318,0.00006825703,0.00003849521],"category_scores_gemma":[0.002775273,0.00009707302,0.0002119553,0.0001367939,0.00008023502,0.0004111871,0.00005113136,0.0001293054,0.00004352476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003871214,"about_ca_system_score_gemma":0.00003962092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049527,"about_ca_topic_score_gemma":0.00001071539,"domain_scores_codex":[0.9981932,0.0002929818,0.0004734072,0.000321778,0.0005827342,0.0001358863],"domain_scores_gemma":[0.9982618,0.0006009409,0.0001403704,0.0006135798,0.0002573112,0.0001259851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001504907,0.00004865385,0.9530609,0.000189488,0.0009052933,0.000002171917,0.001686356,0.0005725276,0.000148816,0.00011617,0.000475499,0.04264358],"study_design_scores_gemma":[0.001208777,0.00002347374,0.9937568,0.00007770313,0.0003969115,0.000005141612,0.0008195313,0.0002606081,0.0000102727,0.0001257113,0.003193379,0.0001217158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862826,0.001174094,0.000557651,0.009609182,0.00007242573,0.001051103,0.00002611781,0.00003542078,0.001191387],"genre_scores_gemma":[0.9978292,0.00004016069,0.0005121389,0.001327994,0.00006702113,0.00005137155,0.00004781704,0.00001015326,0.000114141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04252186,"threshold_uncertainty_score":0.3958523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08053214477889689,"score_gpt":0.3184836919113618,"score_spread":0.2379515471324649,"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."}}