{"id":"W1981483370","doi":"10.1161/circulationaha.112.101808","title":"Variation in Warfarin Dose Adjustment Practice Is Responsible for Differences in the Quality of Anticoagulation Control Between Centers and Countries","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Warfarin; Quality (philosophy); Control (management); Intensive care medicine; Internal medicine; Pharmacology; Atrial fibrillation","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":[0.001679508,0.00006276766,0.0001987467,0.0001274064,0.00003258919,0.00001288436,0.00002240335,0.00005131658,0.000006351552],"category_scores_gemma":[0.0005798797,0.0000479496,0.00003191248,0.0001459541,0.00002103866,0.0003387326,0.000006655835,0.00003668095,8.243927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005276012,"about_ca_system_score_gemma":0.00002038847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472642,"about_ca_topic_score_gemma":0.00001137629,"domain_scores_codex":[0.9990095,0.0002142634,0.0003637238,0.00009623474,0.0002120898,0.0001041192],"domain_scores_gemma":[0.998499,0.001096427,0.0002214758,0.00009978529,0.00006533061,0.0000180023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004664062,0.00001739854,0.9869786,0.00008252361,0.00002477004,4.600064e-8,0.002920589,0.00003280854,0.0008200476,0.007753051,0.000005341884,0.0008983994],"study_design_scores_gemma":[0.002524149,0.00003059551,0.9944484,0.00002696153,0.000112635,3.207367e-7,0.0004640947,0.001565551,0.00004370985,0.0005020034,0.0002342715,0.00004736728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868417,0.0001866368,0.006492411,0.005211948,0.00007532386,0.001099317,0.00000729609,0.000007051645,0.00007830069],"genre_scores_gemma":[0.9992194,0.0000264303,0.0003226793,0.0002150266,0.0001642717,0.000008193993,0.00003066248,0.000003897058,0.000009409311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237771,"threshold_uncertainty_score":0.1955328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457553311876629,"score_gpt":0.4010245950216167,"score_spread":0.2552692638339538,"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."}}