{"id":"W2059384075","doi":"10.1046/j.1540-8167.2002.00310.x","title":"Modeling Temporal Patterns of Atrial Tachyarrhythmias: A New Surrogate Outcome Measure for Clinical Studies?","year":2002,"lang":"en","type":"letter","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Library science; Citation; Computer science","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":[0.04194047,0.0007397041,0.003733526,0.0008034138,0.0003555164,0.003329511,0.001828072,0.004989203,0.001608258],"category_scores_gemma":[0.1854301,0.0004824724,0.001526879,0.001807369,0.0009828316,0.005046326,0.0009123763,0.004155295,0.0006384538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005524484,"about_ca_system_score_gemma":0.001701483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007094574,"about_ca_topic_score_gemma":0.001445413,"domain_scores_codex":[0.9801135,0.01552959,0.002474805,0.0007805888,0.0009627583,0.0001388409],"domain_scores_gemma":[0.8091475,0.16771,0.007833294,0.008249766,0.0055462,0.001513364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009399528,0.0007207923,0.2431279,0.003287419,0.003662659,0.002298878,0.00120059,0.03387171,0.002483048,0.03505303,0.07924327,0.5856512],"study_design_scores_gemma":[0.005370689,0.006185296,0.07269369,0.002897214,0.004032885,0.01170547,0.002171894,0.4353093,0.002918359,0.35941,0.09660347,0.0007017292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1107743,0.0435543,0.4580789,0.3614697,0.01285408,0.0004636069,0.003928829,0.0004510271,0.008425261],"genre_scores_gemma":[0.7589783,0.0163875,0.1568996,0.04235957,0.01904013,0.001938532,0.001819723,0.000169259,0.002407308],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04194047,"threshold_uncertainty_score":0.221805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2271666840129115,"score_gpt":0.4052001130016029,"score_spread":0.1780334289886914,"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."}}