{"id":"W2094731856","doi":"10.1016/j.ebcm.2006.04.021","title":"Self-monitoring and self-dosing of oral anticoagulation improves survival","year":2006,"lang":"en","type":"letter","venue":"Evidence-based Cardiovascular Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dosing; Medicine; Intensive care medicine; Pharmacology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002201312,0.0005899671,0.00225432,0.0006482645,0.0001253048,0.00003940088,0.0001718606,0.000602855,0.0000354945],"category_scores_gemma":[0.0004818498,0.0004820828,0.001100421,0.0005739907,0.000206476,0.0002712375,0.00008206784,0.0007612901,0.000009348558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195904,"about_ca_system_score_gemma":0.000212312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003933371,"about_ca_topic_score_gemma":8.909968e-7,"domain_scores_codex":[0.9951379,0.0004183178,0.0009767239,0.0007701236,0.002220167,0.0004768111],"domain_scores_gemma":[0.997276,0.000702671,0.0004503413,0.001027914,0.0004229826,0.000120092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005667204,0.00009473396,0.645835,0.03957892,0.02469481,0.002580716,0.0006560286,0.0007619223,0.005081939,0.00007722477,0.2282341,0.05183781],"study_design_scores_gemma":[0.007371039,0.0008139019,0.187778,0.008782871,0.02156389,0.00005152083,0.0000653989,0.001380366,0.001833309,0.00004403903,0.76938,0.0009356322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0693027,0.2082941,0.007503726,0.6954566,0.009266894,0.006408478,0.00001710168,0.001620073,0.002130311],"genre_scores_gemma":[0.8001156,0.01115797,0.02999709,0.04684104,0.106879,0.00006181253,0.001231647,0.0007257849,0.002990085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7308128,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07479868253894134,"score_gpt":0.3158785466710801,"score_spread":0.2410798641321387,"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."}}