{"id":"W2312290603","doi":"10.1056/nejme1202504","title":"Warfarin in Heart Failure","year":2012,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Heart failure; Atrial fibrillation; Cardiology; Warfarin; Internal medicine; Stroke (engine); Asymptomatic; Population","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":[0.001005876,0.0005096802,0.0009969667,0.0005813138,0.001514515,0.001259252,0.0005980084,0.01216442,0.003001608],"category_scores_gemma":[0.008032295,0.0001928458,0.0004642112,0.0005652821,0.001258671,0.00158516,0.0006511475,0.008706214,0.002752931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878819,"about_ca_system_score_gemma":0.001372416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900637,"about_ca_topic_score_gemma":0.005256759,"domain_scores_codex":[0.9988915,0.0003674262,0.0001526888,0.0001106906,0.0003475346,0.0001301623],"domain_scores_gemma":[0.9986796,0.0007243357,0.0001509834,0.00005472682,0.0001842737,0.0002061042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001747064,0.0001534052,0.00504548,0.0004022628,0.00004547031,0.02938634,0.0002895098,0.0001596611,0.0005488516,0.009923903,0.8280196,0.1258508],"study_design_scores_gemma":[0.0004471895,0.0004352829,0.008425652,0.002328992,0.00007423428,0.1008873,0.000407469,0.0008755149,0.0003284056,0.02379708,0.8619365,0.00005633445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003352958,0.03626585,0.0003794087,0.9230892,0.01482469,0.00003734764,0.00005011344,0.00005920313,0.02194125],"genre_scores_gemma":[0.03894787,0.03987477,0.0007305135,0.7866775,0.1230885,0.00007557512,0.0000715157,0.00003137302,0.01050238],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01216442,"threshold_uncertainty_score":0.01363182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108891112723141,"score_gpt":0.3278426801373058,"score_spread":0.2667537690100744,"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."}}