{"id":"W4226453986","doi":"10.1093/europace/euac065","title":"A clinical dilemma: the longer the higher the risk?—Authors’ reply","year":2022,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Dilemma; Intensive care medicine; Epistemology","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":[0.006085873,0.0008044841,0.002277313,0.001262317,0.004708815,0.007660961,0.002184881,0.09028301,0.007823129],"category_scores_gemma":[0.07127562,0.001127784,0.00145936,0.001103212,0.004907121,0.005524917,0.003445274,0.07012814,0.007232973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495234,"about_ca_system_score_gemma":0.005847801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005489079,"about_ca_topic_score_gemma":0.007495685,"domain_scores_codex":[0.993732,0.001979609,0.001170089,0.0007738443,0.001395978,0.0009484955],"domain_scores_gemma":[0.9670487,0.0195022,0.002637533,0.000842794,0.006165658,0.0038031],"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":[0.00002806063,0.00001424026,0.0005930106,0.00004422837,0.00002449794,0.0008965395,0.0001675653,0.00002882563,0.0000408228,0.001444218,0.9937673,0.002950844],"study_design_scores_gemma":[0.0002013017,0.00005317624,0.001855942,0.00106034,0.0001137068,0.00344012,0.001518943,0.0004560025,0.0002062998,0.01642364,0.9744392,0.0002313788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001135129,0.0005468068,0.00003702549,0.9761022,0.02251785,0.000004563209,0.00002290744,0.000007605933,0.0006476388],"genre_scores_gemma":[0.001252351,0.0004352297,0.00006979049,0.9562147,0.04075499,0.00001546887,0.00001273785,0.00001050954,0.001234201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09028301,"threshold_uncertainty_score":0.03593194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210873248761884,"score_gpt":0.374318509868079,"score_spread":0.2532311849918906,"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."}}