{"id":"W2943513572","doi":"10.1016/j.jacep.2019.03.008","title":"Patient-Reported Outcomes in Atrial Fibrillation Research","year":2019,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Atrial fibrillation; Quality of life (healthcare); Clinical trial; Psychological intervention; MEDLINE; Internal medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05010806,0.0006741651,0.002170227,0.005786171,0.001342478,0.003595869,0.001494487,0.001902276,0.002514916],"category_scores_gemma":[0.1253155,0.0004577272,0.004421286,0.008499067,0.001126041,0.00341626,0.003447329,0.003004643,0.0004712747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578822,"about_ca_system_score_gemma":0.002228244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488592,"about_ca_topic_score_gemma":0.003617501,"domain_scores_codex":[0.9169587,0.0515259,0.01758252,0.003665249,0.008516986,0.001750615],"domain_scores_gemma":[0.8552094,0.07208212,0.04975963,0.005759575,0.01167751,0.005511876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005291853,0.0003258722,0.96646,0.00165192,0.005415424,0.00008132751,0.0004103646,0.0002414914,0.00004579793,0.001451483,0.003811155,0.0195759],"study_design_scores_gemma":[0.0002608606,0.0009433439,0.9828582,0.001649536,0.002653939,0.0003879346,0.001152845,0.0007052821,0.0001449105,0.002666707,0.006493384,0.00008326354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7874799,0.1282585,0.005368231,0.01789412,0.002717935,0.0008494338,0.0383453,0.0001053744,0.01898109],"genre_scores_gemma":[0.9701566,0.009280943,0.002595722,0.001973156,0.001165442,0.0009992404,0.01307371,0.00002853079,0.0007267456],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05010806,"threshold_uncertainty_score":0.2649999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445939752070495,"score_gpt":0.4724631367464817,"score_spread":0.3278691615394322,"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."}}