{"id":"W2755897723","doi":"10.2147/ppa.s143958","title":"Aversion to ambiguity and willingness to take risks affect therapeutic decisions in managing atrial fibrillation for stroke prevention: results of a pilot study in family physicians","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boehringer Ingelheim (Canada); University of Toronto; St. Michael's Hospital","funders":"Universität Zürich","keywords":"Medicine; Affect (linguistics); Atrial fibrillation; Stroke (engine); Ambiguity; Paroxysmal atrial fibrillation; Intensive care medicine; Cardiology","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":[0.007795426,0.0004127664,0.0003599456,0.0003388253,0.0008009803,0.0007656114,0.0003156023,0.0009111601,0.00178267],"category_scores_gemma":[0.02429775,0.0003684786,0.0006920478,0.0002635397,0.000988279,0.0007880669,0.0004896974,0.001128107,0.0001728698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007266884,"about_ca_system_score_gemma":0.001094735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394587,"about_ca_topic_score_gemma":0.003602134,"domain_scores_codex":[0.9974675,0.001856636,0.00007706213,0.0001887971,0.0001824613,0.0002276502],"domain_scores_gemma":[0.9641848,0.02848195,0.003224311,0.00113122,0.0009682163,0.002009574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00748464,0.04700896,0.906052,0.0001177583,0.000321661,0.0007846847,0.01891067,0.0006753257,0.001980121,0.0001803085,0.0003691539,0.01611463],"study_design_scores_gemma":[0.0008735342,0.03546914,0.9494035,0.00002949546,0.0001532574,0.0005063786,0.009518161,0.002481551,0.0008014315,0.0003103654,0.0004037633,0.00004940003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998806,0.000007595768,0.00002393455,0.00001248252,7.341433e-7,0.00001561407,0.000005236845,3.580168e-7,0.00005352556],"genre_scores_gemma":[0.9996182,0.00002266585,0.0001635916,0.00004142216,0.00000367839,0.00004548797,0.00001248842,4.508308e-7,0.00009200046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007795426,"threshold_uncertainty_score":0.04122663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3200762301242985,"score_gpt":0.4189076681173928,"score_spread":0.0988314379930943,"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."}}