{"id":"W6884662558","doi":"10.11575/prism/36161","title":"Understanding Patient Perspectives on Stroke Prevention Therapy Decisions in Atrial Fibrilation","year":2016,"lang":"en","type":"other","venue":"Libraries and Cultural Resources (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Stroke (engine); Ischemic stroke; Heart disease; Heart failure; Heart Rhythm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006036293,0.000268979,0.0003866374,0.0004532638,0.0002016417,0.00007391041,0.0001896502,0.000293384,0.001868864],"category_scores_gemma":[0.00003383716,0.0002178703,0.0002299119,0.0002084079,0.0004028524,0.0004544716,0.0001186968,0.0001705965,0.00004638988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155556,"about_ca_system_score_gemma":0.00003465391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003360472,"about_ca_topic_score_gemma":0.000272815,"domain_scores_codex":[0.9986379,0.0001714776,0.0001552167,0.0004239844,0.0003878631,0.0002235643],"domain_scores_gemma":[0.9991953,0.0001403043,0.0003547156,0.0001902498,0.0000253514,0.00009403117],"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":[0.01721012,0.0004798788,0.004348958,0.000112027,0.001585086,0.00009719646,0.1222745,0.00003823514,0.001285417,0.198047,0.5193824,0.1351392],"study_design_scores_gemma":[0.004776152,0.0009340753,0.003066109,0.001372663,0.00008489121,0.000002704781,0.06590188,0.0001483149,0.00002809017,0.002872248,0.9201595,0.000653381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1988999,0.007586721,0.001909561,0.0003934804,0.0001987737,0.001367457,0.0002741686,0.0003319859,0.7890379],"genre_scores_gemma":[0.1496911,0.01351347,0.002688144,0.0000241871,0.000381769,0.000001221917,0.0002196871,0.0004400188,0.8330404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4007771,"threshold_uncertainty_score":0.9990436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645282414149932,"score_gpt":0.2344046134194246,"score_spread":0.1879517892779253,"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."}}