{"id":"W2136271970","doi":"10.1161/circoutcomes.109.884171","title":"Cognitive Function and Anticoagulation Control in Patients With Atrial Fibrillation","year":2010,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Cognition; Cardiology; Internal medicine; Warfarin; Stroke (engine); Intensive care medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0007957924,0.0001706754,0.0005494914,0.0001961689,0.000115268,0.00005358262,0.00001575998,0.0001396002,0.00001900429],"category_scores_gemma":[0.0003622973,0.0001412557,0.0003048448,0.0001955839,0.00007954917,0.000323107,0.00001652719,0.0001384369,0.000004030667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001990125,"about_ca_system_score_gemma":0.00002206142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004763977,"about_ca_topic_score_gemma":0.00001899793,"domain_scores_codex":[0.9985239,0.0001451191,0.0003855212,0.0003365489,0.0004588303,0.0001501046],"domain_scores_gemma":[0.9991729,0.0002442171,0.0001242421,0.0002030097,0.0001740312,0.00008158696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005934891,0.000004393999,0.978801,0.0000588173,0.0006712249,6.837951e-7,0.00005692347,0.0004201677,0.0000328619,0.001274217,5.267125e-7,0.01808571],"study_design_scores_gemma":[0.01343043,0.0000613713,0.9839057,0.00002322005,0.0009055273,0.0000018672,0.00004327242,0.0008450567,0.000002698155,0.0003187152,0.0002817579,0.0001803579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901918,0.0002472266,0.00764959,0.0004804152,0.0002220664,0.001056684,0.000007020964,0.00005380016,0.00009145742],"genre_scores_gemma":[0.9992232,0.00001416794,0.0001283745,0.0001374066,0.0003336524,0.000001372411,0.0001300919,0.00001572892,0.00001601933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790535,"threshold_uncertainty_score":0.5760241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400149479273415,"score_gpt":0.305965138824711,"score_spread":0.2659501908973695,"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."}}