{"id":"W4200090087","doi":"10.1161/circoutcomes.121.008608","title":"Off-Label Direct Oral Anticoagulant Dosing: Caution Advised","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Laurentian University; Institute of Health Services and Policy Research; Health Sciences North","funders":"Canadian Institutes of Health Research","keywords":"Oral anticoagulant; Anticoagulant; MEDLINE; Rivaroxaban; Warfarin; Apixaban","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001139731,0.0002215308,0.0009740669,0.0001227484,0.0002125134,0.00008821941,0.00004094889,0.000140867,0.00006842287],"category_scores_gemma":[0.0006018459,0.0002004287,0.0009076257,0.0003442492,0.00008663131,0.0002061822,0.00006391654,0.0001129953,0.00002905998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007806792,"about_ca_system_score_gemma":0.00007771023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005078617,"about_ca_topic_score_gemma":0.000005844635,"domain_scores_codex":[0.9977119,0.0003732536,0.0005358444,0.0004709078,0.0006620836,0.0002460425],"domain_scores_gemma":[0.9987926,0.0001487305,0.0001115178,0.0005841175,0.0002193925,0.0001435691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005505029,0.0000306231,0.9480705,0.0002630923,0.002458402,0.00006588761,0.0001648519,0.0004031921,0.001211078,0.006576913,0.00006264507,0.04063779],"study_design_scores_gemma":[0.00330166,0.00001356884,0.9728392,0.00003769228,0.001037346,0.00003711897,0.0001336523,0.001065361,0.0005370781,0.0002506985,0.02049138,0.0002552154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726862,0.006822126,0.01018503,0.00540805,0.0006592099,0.0006480561,0.0000124143,0.0002669928,0.003311879],"genre_scores_gemma":[0.9969919,0.0004195634,0.0007141076,0.0006641923,0.0002666309,0.00000329354,0.0001850923,0.00002333493,0.0007319127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04038258,"threshold_uncertainty_score":0.8173244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518799198467659,"score_gpt":0.3765482204340509,"score_spread":0.224668300587285,"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."}}