{"id":"W3204602708","doi":"10.3390/diagnostics11101781","title":"Sudden Cardiac Death in Systemic Sclerosis: Diagnostics to Assess Risk and Inform Management","year":2021,"lang":"en","type":"review","venue":"Diagnostics","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Health and Medical Research Council; Royal Australasian College of Physicians; Postcolonial Studies Association","keywords":"Sudden cardiac death; Medicine; Disease; Myocarditis; Epidemiology; Intensive care medicine; Cause of death; Population; Cardiology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005953901,0.0007594046,0.003408127,0.0006236114,0.0001022628,0.0001591968,0.0002687724,0.0006904208,0.00002226931],"category_scores_gemma":[0.002696678,0.0006186047,0.0005893466,0.0009260121,0.00005013583,0.00006113401,0.0004331535,0.0006788314,0.0001618755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551997,"about_ca_system_score_gemma":0.0003253726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001136214,"about_ca_topic_score_gemma":0.000007621739,"domain_scores_codex":[0.9961537,0.0002367527,0.001462852,0.0008325092,0.0006742197,0.0006399292],"domain_scores_gemma":[0.9949878,0.002723276,0.0004501813,0.0009951132,0.0002014097,0.0006422438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001154048,0.0003886695,0.04029194,0.05279197,0.001855787,0.001056409,0.0002477464,0.00001702445,1.90761e-7,0.001006114,0.01245609,0.8898765],"study_design_scores_gemma":[0.0008530043,0.000129035,0.01375432,0.5068762,0.01236773,0.0001247106,0.0008352433,0.000005587624,0.000001450864,0.000008071968,0.4642344,0.0008103243],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001536503,0.9914753,0.00002488269,0.00001821029,0.001230787,0.003635488,0.0006192494,0.0000889182,0.001370607],"genre_scores_gemma":[0.00083999,0.9962661,0.0002418685,0.0001413862,0.0004199845,0.001119031,0.0005549729,0.0001382249,0.0002784093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8890662,"threshold_uncertainty_score":0.9996265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09212658690072084,"score_gpt":0.336880979692586,"score_spread":0.2447543927918652,"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."}}