{"id":"W4286314341","doi":"10.1016/j.hrthm.2022.03.680","title":"EN-580-01 RISK PREDICTION TOOL FOR CARDIAC PERFORATION DURING TRANSVENOUS LEAD EXTRACTION: A CANADIAN LEAD EXTRACTION RISK (CLEAR) STUDY SCORE","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lead (geology); Perforation; Complication; Incidence (geometry); Risk assessment; Surgery; Extraction (chemistry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821659,0.00120833,0.001027041,0.001960206,0.0006526514,0.00145198,0.001419723,0.0008534778,0.002985975],"category_scores_gemma":[0.005683118,0.0003576044,0.001880208,0.001771009,0.0004107456,0.0007057526,0.001222611,0.001166469,0.0004409087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003638867,"about_ca_system_score_gemma":0.006343801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3238032,"about_ca_topic_score_gemma":0.4844573,"domain_scores_codex":[0.9989616,0.0001386036,0.000117793,0.000124591,0.0004839268,0.0001734411],"domain_scores_gemma":[0.9972042,0.0004443966,0.0006309337,0.00007942128,0.001163581,0.0004774311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001784117,0.0001740432,0.9647011,0.0001928019,0.001074711,0.0001314049,0.00007564972,0.0009192542,0.0002399658,0.0004386407,0.01122594,0.0190423],"study_design_scores_gemma":[0.000389811,0.0001783677,0.9919274,0.000130647,0.0008427643,0.0002276016,0.0001106815,0.001637411,0.00008661782,0.0002592741,0.004157727,0.00005182263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433322,0.005338963,0.001483805,0.001568457,0.0002651738,0.0005284364,0.02415821,0.00008783837,0.0232369],"genre_scores_gemma":[0.9645779,0.002617373,0.004163484,0.000672664,0.0001975187,0.0003981115,0.02242182,0.00004912187,0.004901967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6761968,"threshold_uncertainty_score":0.643837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347203530221299,"score_gpt":0.2907688367657515,"score_spread":0.2672968014635386,"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."}}