{"id":"W2222713171","doi":"","title":"The First Registry. Comparison of anticoagulant treatment inpatients with atrial fibrillation","year":2014,"lang":"en","type":"article","venue":"Experimental & clinical cardiology/Experimental and clinical cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dabigatran; Medicine; Warfarin; Atrial fibrillation; Internal medicine; Sinus rhythm; Stroke (engine); Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003480777,0.0005282115,0.001403508,0.004139392,0.0005443982,0.001285148,0.001161104,0.0007240723,0.003714901],"category_scores_gemma":[0.01129546,0.0005549967,0.0009626587,0.004238672,0.0003923093,0.001098906,0.001628224,0.000635481,0.0008906183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264442,"about_ca_system_score_gemma":0.002301059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005167018,"about_ca_topic_score_gemma":0.005153006,"domain_scores_codex":[0.9949822,0.001165948,0.001123478,0.001162134,0.001012638,0.0005536818],"domain_scores_gemma":[0.9812638,0.002407672,0.01040474,0.001760768,0.002218349,0.001944702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00258165,0.0002042864,0.9888958,0.0002545359,0.0003086615,0.00007074452,0.00009541075,0.0002035954,0.0002926331,0.00008918961,0.001129504,0.005874102],"study_design_scores_gemma":[0.0005935127,0.000926999,0.9956879,0.00008747391,0.0002655669,0.0005866479,0.0001769701,0.0002763671,0.0002262179,0.00003769234,0.001112861,0.00002163003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96615,0.001581441,0.0007078041,0.0001552051,0.000053425,0.0004319013,0.02828663,0.00006762389,0.002565873],"genre_scores_gemma":[0.9757161,0.0004392286,0.0007019295,0.00007607946,0.00006299803,0.0003647975,0.0221756,0.00002815461,0.0004350383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005167018,"threshold_uncertainty_score":0.01840836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075189511836415,"score_gpt":0.4423621339662692,"score_spread":0.3348431827826276,"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."}}