{"id":"W2066059002","doi":"10.1111/j.1540-8167.2002.tb01953.x","title":"Selection of Endpoints in Atrial Fibrillation Studies","year":2002,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Surrogate endpoint; Clinical endpoint; Atrial fibrillation; Intensive care medicine; Endpoint Determination; Clinical trial; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354459,0.0003041354,0.005124141,0.0009630019,0.00002543157,0.000005207777,0.00010097,0.0003118141,0.00003204777],"category_scores_gemma":[0.0005146011,0.0002221446,0.006601935,0.0007392329,0.00005814766,0.00008961034,0.00003999229,0.000436252,0.000009892291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195576,"about_ca_system_score_gemma":0.0001965268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002957014,"about_ca_topic_score_gemma":4.879235e-7,"domain_scores_codex":[0.9968796,0.0006021206,0.001569334,0.0002279667,0.0004760517,0.0002449481],"domain_scores_gemma":[0.9978117,0.0002500236,0.001260583,0.0002496396,0.0003789905,0.00004908587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002920603,0.000005383245,0.00005987925,0.006395434,0.02028686,0.00006802992,0.00002745064,0.0009842226,0.00005800569,0.00006867508,0.0001379678,0.971616],"study_design_scores_gemma":[0.001688614,0.00110762,0.000170062,0.002878743,0.01203787,0.0005898147,0.00001008692,0.00002684862,0.00002377357,0.0001230366,0.9811538,0.0001896609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00114678,0.9976334,0.00004901074,0.00002470957,0.0005371347,0.000535217,0.000001017369,0.000008305079,0.0000644493],"genre_scores_gemma":[0.001103019,0.9937834,0.000271631,0.000004191498,0.004702716,6.903677e-7,0.00001009269,0.00003494932,0.0000892891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810159,"threshold_uncertainty_score":0.9058793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068277138294175,"score_gpt":0.3812964421141039,"score_spread":0.2744687282846864,"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."}}