{"id":"W2192065003","doi":"10.1371/journal.pone.0144314","title":"Center-Related Determinants of VKA Anticoagulation Quality: A Prospective, Multicenter Evaluation","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation Pour La Conservation Du Saumon Atlantique","keywords":"Medicine; Observational study; Confidence interval; Single Center; Internal medicine; Center (category theory); Emergency medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009098845,0.0007791555,0.0005918248,0.001719442,0.0006334226,0.0009140196,0.0008681199,0.0007681169,0.001154318],"category_scores_gemma":[0.01096284,0.0005210298,0.001319472,0.002450217,0.0005672113,0.0009929622,0.001032634,0.0006912915,0.0002864168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007258339,"about_ca_system_score_gemma":0.0009987948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450593,"about_ca_topic_score_gemma":0.00339844,"domain_scores_codex":[0.9956916,0.002473424,0.0003544935,0.0007102987,0.0004419734,0.0003281581],"domain_scores_gemma":[0.9861051,0.002872758,0.006898337,0.001383875,0.001236378,0.001503461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003234741,0.0001224354,0.9986895,0.000009480379,0.0001051122,0.00001241612,0.00005118265,0.00004752592,0.00003309744,0.000007091969,0.00005206586,0.0005466823],"study_design_scores_gemma":[0.00008481525,0.001072882,0.9979166,0.000008011035,0.0001270939,0.000093824,0.0001601208,0.0003790491,0.00004304068,0.000009506248,0.00009922112,0.000005839396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989522,0.0001673804,0.0001841332,0.00002241286,0.000003478995,0.00007412134,0.0004479512,0.000004931581,0.0001433443],"genre_scores_gemma":[0.998357,0.00008558386,0.0004202033,0.00002156367,0.00002010739,0.0000902188,0.0009481197,0.000003884599,0.00005328562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009098845,"threshold_uncertainty_score":0.04811984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3019898623442263,"score_gpt":0.4064131590303144,"score_spread":0.1044232966860881,"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."}}