{"id":"W3124694860","doi":"10.1007/s43678-020-00054-y","title":"Anticoagulation for newly diagnosed atrial fibrillation and 90-day rates of stroke and bleeding","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Hamilton Health Sciences; McMaster University","funders":"Bayer","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Cardiology; Internal medicine; Emergency medicine","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":[0.001009442,0.0003127294,0.000614549,0.0009621585,0.0004972109,0.001372962,0.0006276892,0.001317674,0.004232104],"category_scores_gemma":[0.008139682,0.000402622,0.00243081,0.001163606,0.0002858649,0.0008186939,0.000590546,0.001643432,0.0002646955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008564884,"about_ca_system_score_gemma":0.001294438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03239793,"about_ca_topic_score_gemma":0.04232828,"domain_scores_codex":[0.9990461,0.0001804225,0.0001848729,0.0001830977,0.0002052977,0.0002001535],"domain_scores_gemma":[0.9931544,0.001600891,0.003395468,0.0003443001,0.0004714874,0.00103348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002620762,0.0000468571,0.9964307,0.00004523589,0.0004353217,0.00009600104,0.00004264085,0.00006487076,0.00005169108,0.00009084932,0.0004007992,0.002032992],"study_design_scores_gemma":[0.00001841804,0.00004199797,0.9987116,0.00003005254,0.0001840046,0.0002991448,0.0001008751,0.0002475403,0.00001586895,0.0001003603,0.0002383876,0.00001175273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817442,0.008254973,0.0002486568,0.001043598,0.0001984123,0.00001751932,0.002066333,0.00002677152,0.006399462],"genre_scores_gemma":[0.9970202,0.00119357,0.000124275,0.0001219456,0.0002086698,0.000006841399,0.0007628119,0.000005359643,0.0005561907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239793,"threshold_uncertainty_score":0.06441867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331339966326162,"score_gpt":0.3799501319218362,"score_spread":0.2468161352892201,"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."}}