{"id":"W4286313754","doi":"10.1016/j.hrthm.2022.03.673","title":"CI-545-01 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":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lead (geology); Perforation; Complication; Incidence (geometry); Extraction (chemistry); Surgery; Risk assessment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003792602,0.0003182784,0.0005494826,0.0003407249,0.0116171,0.00003798124,0.0001132913,0.0003459981,0.0009136317],"category_scores_gemma":[0.0003421024,0.0003705608,0.0002655393,0.0004970051,0.00004513035,0.0005200703,0.0000421985,0.002703958,0.0002187405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123833,"about_ca_system_score_gemma":0.00139719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1209844,"about_ca_topic_score_gemma":0.1587829,"domain_scores_codex":[0.9933413,0.00297562,0.001188755,0.0007496956,0.0006879528,0.001056668],"domain_scores_gemma":[0.9975721,0.0006804862,0.0004591406,0.0006506623,0.0003037492,0.0003339267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003992166,0.001091194,0.8671808,0.001856665,0.0003572839,0.00009342252,0.07285025,0.01148302,0.0005417747,0.0002286594,0.01340857,0.02691616],"study_design_scores_gemma":[0.0026884,0.002109273,0.7434194,0.0001407767,0.0002837244,0.0001838363,0.06962192,0.006503813,0.00005637673,0.0002197716,0.1741606,0.0006121181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811739,0.000373686,0.0006111418,0.003221413,0.004935873,0.006232828,0.002887859,0.0003189939,0.0002442858],"genre_scores_gemma":[0.9915654,0.0002981051,0.000203896,0.000323193,0.00216113,0.003450386,0.0003842228,0.0000894092,0.001524278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160752,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08259396183344157,"score_gpt":0.3986384370080059,"score_spread":0.3160444751745644,"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."}}