{"id":"W2768474747","doi":"10.1002/rth2.12056","title":"What you don't know can kill you","year":2017,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Pfizer; Bristol-Myers Squibb","keywords":"Atrial fibrillation; Stroke (engine); Medicine; Scopus; Asymptomatic; Population; Internal medicine; Embolism; Disease; Cardiology; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005483722,0.001348347,0.002066378,0.00166308,0.00503674,0.01077515,0.00209574,0.0083204,0.1294777],"category_scores_gemma":[0.04717052,0.0004876305,0.001981423,0.001311717,0.00535078,0.01676816,0.007903892,0.01419454,0.1253507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152963,"about_ca_system_score_gemma":0.006171898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004542061,"about_ca_topic_score_gemma":0.006031389,"domain_scores_codex":[0.9912471,0.003037585,0.0004734769,0.00100883,0.003041469,0.001191507],"domain_scores_gemma":[0.9817964,0.003617604,0.001551433,0.001572341,0.005774788,0.005687311],"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":[0.00003592309,0.00003732857,0.0004976692,0.0004393677,0.00003622024,0.0001972842,0.0008272202,0.00001639617,0.00008492074,0.003097297,0.9407683,0.05396198],"study_design_scores_gemma":[0.0000166205,0.00004078442,0.0002737065,0.001383923,0.00002629576,0.0006176371,0.001226466,0.00001526941,0.00006320039,0.004009316,0.9922993,0.00002751584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001645601,0.05741828,0.002255671,0.6777211,0.1156039,0.0001411704,0.001225783,0.0009824956,0.1430061],"genre_scores_gemma":[0.02224157,0.06425758,0.003650263,0.6596578,0.03492961,0.0002970515,0.001372357,0.001174919,0.2124189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1294777,"threshold_uncertainty_score":0.4331461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3501659511597732,"score_gpt":0.5161383239969193,"score_spread":0.1659723728371461,"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."}}