{"id":"W4206981713","doi":"10.22541/au.164304110.05292620/v1","title":"Mind the Valve: Ventricular Tachycardia Ablation Post-Valve Interventions","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Cardiology; Internal medicine; Ventricular tachycardia; Ablation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005807137,0.0002956931,0.0003947903,0.0004398626,0.0004948718,0.001361388,0.0002096401,0.002031514,0.01675131],"category_scores_gemma":[0.007037153,0.00009928632,0.0002724438,0.0002526495,0.0004771588,0.0008068086,0.0005042278,0.001390101,0.002628723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351248,"about_ca_system_score_gemma":0.0005405765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584629,"about_ca_topic_score_gemma":0.001092246,"domain_scores_codex":[0.9996785,0.0001015359,0.00002131359,0.00005498197,0.00009951904,0.00004421816],"domain_scores_gemma":[0.9985337,0.0009908219,0.0001251739,0.00008936621,0.00006074204,0.0002000999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002735889,0.0005775689,0.03289899,0.0009303097,0.0003682574,0.07650846,0.001200635,0.002759822,0.00313378,0.1068358,0.361837,0.4102135],"study_design_scores_gemma":[0.000511547,0.0005170683,0.07514714,0.001133765,0.0002769507,0.1480562,0.001289525,0.01370791,0.00272136,0.5751662,0.1813573,0.0001150799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3361576,0.02061457,0.07082778,0.2059344,0.03393774,0.0001761036,0.004696621,0.001201753,0.3264534],"genre_scores_gemma":[0.863479,0.006816276,0.01292684,0.00893376,0.02564315,0.00006357719,0.001725925,0.0005988109,0.07981255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01675131,"threshold_uncertainty_score":0.05603874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666565380520284,"score_gpt":0.3273452366223207,"score_spread":0.3006795828171179,"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."}}