{"id":"W2026992963","doi":"10.1161/circulationaha.107.712349","title":"A Replacement for Warfarin","year":2007,"lang":"en","type":"letter","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Medicine; Warfarin; Intensive care medicine; Atrial fibrillation; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318975,0.0004304145,0.0007386355,0.0006622592,0.0009762187,0.000614914,0.0003970373,0.002096272,0.02444177],"category_scores_gemma":[0.001957144,0.0001408586,0.00123641,0.0003634712,0.0004005284,0.0007928057,0.0002896349,0.003511098,0.007858048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007406104,"about_ca_system_score_gemma":0.000667187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006537227,"about_ca_topic_score_gemma":0.001228293,"domain_scores_codex":[0.9995717,0.00008097418,0.00006202647,0.00009751007,0.0001159371,0.0000717765],"domain_scores_gemma":[0.9996394,0.0001254443,0.00004146415,0.00003643417,0.00004338068,0.0001138491],"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":[0.001879415,0.0009357611,0.01549788,0.0007983886,0.000491148,0.1571161,0.0002603326,0.0003800655,0.008221187,0.02358025,0.3949422,0.3958973],"study_design_scores_gemma":[0.0005421234,0.001006618,0.01100852,0.0008674822,0.0001976353,0.392452,0.0002254966,0.0006928097,0.002389851,0.01440454,0.5761562,0.0000567545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06123532,0.1320019,0.006377335,0.4505906,0.0434222,0.0001703759,0.00148059,0.0004789624,0.3042428],"genre_scores_gemma":[0.5432471,0.06215212,0.003738599,0.1310936,0.02916133,0.0001131699,0.00142308,0.00013897,0.228932],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02444177,"threshold_uncertainty_score":0.08176589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229503458230923,"score_gpt":0.3662036701276173,"score_spread":0.243253324304525,"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."}}