{"id":"W4406387607","doi":"10.1016/j.yccm.2013.01.035","title":"10.1016/j.yccm.2013.01.035","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Warfarin; Intensive care medicine; Antibiotics; Major bleeding; Internal medicine; Atrial fibrillation; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005943833,0.000620093,0.0003568337,0.001399642,0.0009465542,0.00175572,0.0007355101,0.002854766,0.8257954],"category_scores_gemma":[0.002510522,0.0002692691,0.0004815864,0.0007266786,0.000648882,0.001609302,0.001090581,0.001655342,0.6068674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075168,"about_ca_system_score_gemma":0.001759496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005218603,"about_ca_topic_score_gemma":0.00570333,"domain_scores_codex":[0.9997119,0.0000379523,0.0000303971,0.00005735072,0.00006419522,0.00009812239],"domain_scores_gemma":[0.9988134,0.0002369361,0.0001577266,0.00003844199,0.0001906866,0.0005628066],"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":[0.0003330818,0.000368648,0.02031655,0.000387341,0.00004532828,0.0004980497,0.0001285342,0.0001634057,0.0002445738,0.004127835,0.4321848,0.5412018],"study_design_scores_gemma":[0.0002281086,0.0002214276,0.02929633,0.003103038,0.00009934951,0.006104077,0.0009500506,0.0005714351,0.0004560721,0.009840964,0.9490654,0.00006374081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01524234,0.0218276,0.001629283,0.04733306,0.005142927,0.0001222711,0.006196911,0.001082442,0.9014232],"genre_scores_gemma":[0.07589694,0.01470575,0.002922425,0.01052704,0.003269552,0.0001907256,0.004531533,0.0004022621,0.8875538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1742046,"threshold_uncertainty_score":0.2484816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266473179164467,"score_gpt":0.2456248739944763,"score_spread":0.2229601422028317,"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."}}