{"id":"W2898042900","doi":"10.1002/ehf2.12367","title":"Rationale and Design of the EU-CERT-ICD Prospective Study: Comparative Effectiveness of Prophylactic ICD Implantation","year":2018,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Seventh Framework Programme","keywords":"Medicine; Clinical endpoint; Implantable cardioverter-defibrillator; Observational study; Sudden cardiac death; Intensive care medicine; Clinical trial; Guideline; Cardiac resynchronization therapy; Emergency medicine; Internal medicine; Heart failure; Ejection fraction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003642671,0.00009834448,0.0004127728,0.00005365105,0.000130499,0.000007764716,0.00001181719,0.00003435329,0.000004231952],"category_scores_gemma":[0.000132416,0.0000644106,0.00005370265,0.0002321,0.0002113506,0.00005936173,0.00002989651,0.00007382232,0.000005922605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312369,"about_ca_system_score_gemma":0.00009634528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004460535,"about_ca_topic_score_gemma":0.00001578217,"domain_scores_codex":[0.9989998,0.0003176637,0.0001789067,0.0001735719,0.0002439149,0.00008614542],"domain_scores_gemma":[0.9988847,0.0004014888,0.00009729485,0.0001528743,0.0004347817,0.00002886327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002281573,0.0003254347,0.8629103,0.0003793634,0.000571483,0.000001332829,0.0176059,0.0001408068,0.1124422,0.0004240802,0.002838386,0.00007913093],"study_design_scores_gemma":[0.001552672,0.00105156,0.9446629,0.0001095392,0.0001303195,0.00007285671,0.002163122,0.00004573564,0.04953302,0.00009845527,0.0005094341,0.00007041753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958604,0.0001250715,0.0005875729,0.0002019416,0.00009127509,0.002107507,0.00001207725,0.00001682297,0.0009973083],"genre_scores_gemma":[0.9991397,0.000001379683,0.0006481369,0.00001992882,0.00007987883,0.00004633906,0.000002306858,0.00000677143,0.00005561651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0817526,"threshold_uncertainty_score":0.2626588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276419473979768,"score_gpt":0.3211416878212273,"score_spread":0.2883774930814296,"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."}}