{"id":"W3027274869","doi":"10.1161/str.51.suppl_1.wmp65","title":"Abstract WMP65: Prospective Validation of Predictive Features of Paroxysmal Atrial Fibrillation (PROPhecy): An Interim Analysis","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Atrial flutter; Prospective cohort study; Antithrombotic; Cohort; Stroke (engine); Holter monitor; Electrocardiography","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":[0.01782396,0.000952112,0.001076753,0.0005062117,0.0004538329,0.001235564,0.0008693206,0.000716945,0.002866567],"category_scores_gemma":[0.01913419,0.0004828463,0.002334906,0.000562221,0.0005555634,0.0009404643,0.001130826,0.001255778,0.0006080194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885704,"about_ca_system_score_gemma":0.0008070074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075444,"about_ca_topic_score_gemma":0.0004788328,"domain_scores_codex":[0.9948525,0.002743571,0.0003497605,0.0007363905,0.0009047575,0.0004130536],"domain_scores_gemma":[0.9842343,0.005349948,0.00352516,0.004723542,0.001418398,0.0007486148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2788688,0.002332888,0.6475636,0.0005421058,0.007631175,0.0003199412,0.0002606691,0.00508533,0.006902014,0.0005364245,0.006946445,0.04301058],"study_design_scores_gemma":[0.01822749,0.06692462,0.8839997,0.0001323613,0.007130689,0.0006044614,0.0001184335,0.007537828,0.006923905,0.0007788026,0.007522435,0.00009932157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832092,0.000866758,0.004729471,0.0001749695,0.00009941709,0.001115381,0.007196179,0.0001381534,0.002470546],"genre_scores_gemma":[0.9858737,0.0001114451,0.002793433,0.0001676367,0.00007994269,0.001447054,0.007809653,0.00004407876,0.001673105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782396,"threshold_uncertainty_score":0.09426326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437974658101468,"score_gpt":0.3297408414717829,"score_spread":0.2859433756616361,"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."}}