{"id":"W4236898359","doi":"10.3410/f.718115768.793499807","title":"Faculty Opinions recommendation of Higher persistence in newly diagnosed nonvalvular atrial fibrillation patients treated with dabigatran versus warfarin.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dabigatran; Warfarin; Atrial fibrillation; Internal medicine; Persistence (discontinuity); Medicine; Cardiology; Engineering","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":[0.001419744,0.0007179733,0.00117123,0.001871269,0.0004769565,0.002032399,0.001694744,0.001495847,0.08994152],"category_scores_gemma":[0.02616098,0.0003782329,0.002024202,0.003251051,0.0002262822,0.001451027,0.001173401,0.00153136,0.02449333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009820051,"about_ca_system_score_gemma":0.002931219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065813,"about_ca_topic_score_gemma":0.04301216,"domain_scores_codex":[0.998401,0.0002799996,0.0003610949,0.0004921308,0.0003094649,0.0001562972],"domain_scores_gemma":[0.9912385,0.002270103,0.002486462,0.0009163519,0.002156587,0.0009319369],"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":[0.0004902738,0.00004808559,0.02752155,0.001288127,0.0003628769,0.00002923071,0.00002100708,0.0001484032,0.00007985218,0.0003834096,0.9631627,0.006464438],"study_design_scores_gemma":[0.003634525,0.0001278589,0.155105,0.002505023,0.001011905,0.0003930613,0.0001761421,0.001447556,0.0005558861,0.002637496,0.8323019,0.0001037551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.001350749,0.000205393,0.0000868042,0.0006962165,0.0001110845,0.00004026466,0.9955343,0.00009796045,0.001877287],"genre_scores_gemma":[0.01073002,0.0003836029,0.0007753774,0.001141046,0.0001952338,0.000292403,0.9818648,0.0001038749,0.004513637],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08994152,"threshold_uncertainty_score":0.3008844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06296799721176313,"score_gpt":0.3620180186277234,"score_spread":0.2990500214159603,"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."}}