{"id":"W2411834941","doi":"10.1161/circoutcomes.4.suppl_2.ap199","title":"Abstract P199: Randomized Comparison of the DAWN AC Computer Program and a Simple Manual Nomogram for Quality of Warfarin Dosing","year":2011,"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":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Nomogram; Medicine; Warfarin; Dosing; Atrial fibrillation; Anticoagulant; Randomized controlled trial; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003416874,0.0001959793,0.001725045,0.00008977435,0.0001317818,0.00002516828,0.0000800236,0.0001267429,0.00001202757],"category_scores_gemma":[0.0004898905,0.0001346588,0.00163078,0.0001466983,0.0003128668,0.000117514,0.00008838898,0.00009540036,3.916514e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001960748,"about_ca_system_score_gemma":0.00002560675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629007,"about_ca_topic_score_gemma":0.00001415406,"domain_scores_codex":[0.9974678,0.0004163333,0.001170176,0.0002984192,0.0004721796,0.0001750825],"domain_scores_gemma":[0.9980047,0.0007227923,0.000521084,0.0004886455,0.0001923828,0.00007038593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002314544,0.00006088957,0.9259371,0.001043522,0.002203724,2.287438e-7,0.001298351,0.0001497186,0.000088692,0.004700813,0.000007809655,0.06219462],"study_design_scores_gemma":[0.02948606,0.00004255947,0.9660575,0.00004025931,0.0009310786,0.000001327117,0.0002887873,0.00126118,0.0002403906,0.000940642,0.0005578224,0.0001524139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753357,0.0007333774,0.02039138,0.0002485776,0.0001816883,0.002831597,0.00001924901,0.00005441951,0.0002040234],"genre_scores_gemma":[0.9952499,0.00002559997,0.004459401,0.00006478679,0.0001023514,0.00001982032,0.00004831379,0.00001464908,0.00001523073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06204221,"threshold_uncertainty_score":0.5491225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223354062958889,"score_gpt":0.4258279514449036,"score_spread":0.2024738884860146,"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."}}