{"id":"W2999205817","doi":"10.1016/j.sapharm.2020.01.004","title":"Atrial fibrillation patients’ experiences and perspectives of anticoagulation therapy changes","year":2020,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital; University of British Columbia; Vancouver General Hospital; Centre for Advancing Health Outcomes","funders":"University of British Columbia; Canadian Cardiovascular Society","keywords":"Discontinuation; Feeling; Medicine; Thematic analysis; Observational study; Inclusion (mineral); Atrial fibrillation; Oral anticoagulant; Qualitative research; Intensive care medicine; Physical therapy; Family medicine; Internal medicine; Psychology; Warfarin; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002117214,0.00006905126,0.000182486,0.00006252751,0.0001198862,0.00002347621,0.0000231801,0.00002419277,0.00005241396],"category_scores_gemma":[0.0001321624,0.00005757497,0.00003895826,0.0003239822,0.0002460412,0.0001124898,0.0000342217,0.00007510393,6.234229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835612,"about_ca_system_score_gemma":0.00005549256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002276993,"about_ca_topic_score_gemma":0.000003197902,"domain_scores_codex":[0.9991196,0.0001452964,0.0001448525,0.0001743456,0.000293568,0.0001223673],"domain_scores_gemma":[0.9995836,0.0001357762,0.00005533356,0.00002266031,0.0001287818,0.00007382887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508652,0.000009234383,0.8973446,0.00005583249,0.00003718799,0.000001991846,0.04605008,4.209295e-7,0.001039591,0.001673623,0.0000343151,0.05224444],"study_design_scores_gemma":[0.00614336,0.001111748,0.9230909,0.0000294183,0.00001740795,4.906788e-7,0.06083229,0.0005633071,0.002642349,0.0005710568,0.004868155,0.0001295019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810446,0.0008772743,0.000005597745,0.01702617,0.00002051825,0.0004990379,0.000005089799,0.000009273045,0.0005124187],"genre_scores_gemma":[0.9974443,0.001439526,0.00004194313,0.00002968617,0.001010283,0.000002206436,0.000008778338,0.000003921343,0.00001934208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05211494,"threshold_uncertainty_score":0.2347839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.546198130200277,"score_gpt":0.5324779960892071,"score_spread":0.01372013411106987,"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."}}