{"id":"W2498737206","doi":"10.1161/strokeaha.115.011979","title":"Potential Cost-Effectiveness of Ambulatory Cardiac Rhythm Monitoring After Cryptogenic Stroke","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Stroke Network; University of Toronto; Ontario Centres of Excellence; Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Atrial fibrillation; Ambulatory; Cost effectiveness; Quality-adjusted life year; Randomized controlled trial; Emergency medicine; Ambulatory ECG; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003790905,0.0006316048,0.0008163833,0.0008212528,0.000183221,0.001259515,0.0006949867,0.001083849,0.002430077],"category_scores_gemma":[0.01960451,0.0003186721,0.002494793,0.0008159971,0.0003960934,0.001131057,0.0006014864,0.0008875237,0.0001129294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270962,"about_ca_system_score_gemma":0.001766344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751519,"about_ca_topic_score_gemma":0.005031561,"domain_scores_codex":[0.9975812,0.001689175,0.0001403253,0.0001715412,0.0001911787,0.0002264197],"domain_scores_gemma":[0.9905895,0.007162903,0.001394355,0.0002102547,0.0002720207,0.0003708682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01774753,0.001127939,0.2435563,0.001694857,0.009132875,0.0006145921,0.0001164328,0.5940616,0.0009214346,0.007915062,0.0021373,0.1209741],"study_design_scores_gemma":[0.004483855,0.008921606,0.2758899,0.001654686,0.01174108,0.001985456,0.000269623,0.6705519,0.001752777,0.01924389,0.003339431,0.0001657444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639213,0.01164598,0.01046889,0.00496132,0.0001284843,0.0003397289,0.003635196,0.00008482764,0.004814296],"genre_scores_gemma":[0.9979458,0.0006469313,0.0007612854,0.0001391434,0.00002328307,0.00003729509,0.000332391,0.000002840251,0.000111003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007751519,"threshold_uncertainty_score":0.02373266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194761332088462,"score_gpt":0.3140196896549311,"score_spread":0.2820720763340465,"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."}}