{"id":"W2766096494","doi":"10.14744/nci.2017.60251","title":"Bayes’ Syndrome and the Opportunities for Early Anticoagulation","year":2017,"lang":"en","type":"review","venue":"Northern Clinics of Istanbul","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Atrial fibrillation; Medicine; Eponym; Relevance (law); Intensive care medicine; Cardiology; Internal medicine","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":[0.001160107,0.0002469893,0.001983259,0.0001110287,0.0001548386,0.0000574714,0.0001837065,0.0002290132,0.00001867643],"category_scores_gemma":[0.0007145096,0.0001491366,0.000794101,0.00004462016,0.0003066187,0.00006759533,0.00007915746,0.0001481424,0.000006870805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277269,"about_ca_system_score_gemma":0.0001844057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644531,"about_ca_topic_score_gemma":0.00002347444,"domain_scores_codex":[0.9983275,0.00008109858,0.000965104,0.0002411628,0.0002409971,0.0001441269],"domain_scores_gemma":[0.9965325,0.001326973,0.001278991,0.0006221047,0.000180931,0.0000584885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001751435,0.000005895726,0.003027822,0.01081674,0.000565936,0.000009317376,0.0001271485,1.742003e-7,4.855706e-9,0.003329008,0.00006263265,0.9818802],"study_design_scores_gemma":[0.001712506,0.0001521791,0.001080595,0.003148761,0.00309629,0.00001614963,0.00009450035,0.00002058811,1.414647e-8,0.0009944208,0.9895276,0.000156368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001329886,0.9934424,0.0001486711,0.0009803897,0.0003621585,0.002448942,0.00008871101,0.00002801615,0.001170871],"genre_scores_gemma":[0.001773531,0.9888869,0.0001833061,0.00003191747,0.0003708324,0.00001465943,0.0001223318,0.000050814,0.008565693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989465,"threshold_uncertainty_score":0.6081614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4535633314177823,"score_gpt":0.4740716405240697,"score_spread":0.02050830910628737,"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."}}