{"id":"W4410620851","doi":"10.1093/europace/euaf085.577","title":"Association of mortality and use of guideline-direct medical therapy following primary prevention defibrillator implantation","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority; University of Regina","funders":"","keywords":"Guideline; Primary prevention; Medicine; Implantable cardioverter-defibrillator; Medical therapy; Intensive care medicine; Association (psychology); Internal medicine; Emergency medicine; Psychology; Disease; Pathology; Psychotherapist","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":[0.0006452395,0.0001597705,0.0002442286,0.0004222148,0.0002069984,0.0005177112,0.0003508606,0.0004512368,0.001609843],"category_scores_gemma":[0.004096397,0.0001445674,0.0005180429,0.0005095017,0.0001702329,0.0002988056,0.0003542401,0.0008759638,0.0001444303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292318,"about_ca_system_score_gemma":0.0002912806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241314,"about_ca_topic_score_gemma":0.004175452,"domain_scores_codex":[0.999318,0.0001856501,0.00009847916,0.000154902,0.0001291229,0.0001138563],"domain_scores_gemma":[0.9963182,0.001069939,0.001675046,0.0001951321,0.0002560691,0.0004855562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006465764,0.00001569572,0.9992564,0.0000044035,0.00005133008,0.00002358298,0.000006352389,0.00003815765,0.00003038221,0.000007371043,0.000057293,0.0004443835],"study_design_scores_gemma":[0.000004999955,0.0000724835,0.9992439,0.000004633044,0.00002993177,0.0001384038,0.00002623827,0.0003816123,0.00002621941,0.00001340214,0.00005625948,0.000002046845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984988,0.0004734693,0.00009640188,0.0001007085,0.00001361982,0.0000034733,0.0003995455,0.000004115585,0.0004098027],"genre_scores_gemma":[0.999522,0.00007405344,0.00002768492,0.00001944221,0.00001935899,0.00000250482,0.0002436251,7.435653e-7,0.0000907205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003241314,"threshold_uncertainty_score":0.006444871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843770914660452,"score_gpt":0.3378820797297315,"score_spread":0.309444370583127,"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."}}