{"id":"W4411615217","doi":"10.1101/2025.06.16.25329734","title":"Diagnostic Criteria and Disease Staging for Desmoplakin Cardiomyopathy","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Baugarten Stiftung; Johns Hopkins University","keywords":"Desmoplakin; Cardiomyopathy; Medicine; Disease; Internal medicine; Cardiology; Heart failure; Genetics; Biology","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":[0.001290884,0.0004711939,0.000355676,0.001626843,0.0004317595,0.0003770447,0.0004785474,0.0003666767,0.001717843],"category_scores_gemma":[0.002454807,0.0001041807,0.0002454247,0.0003849642,0.0002326063,0.0002433514,0.000622288,0.0002720288,0.0003434616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241573,"about_ca_system_score_gemma":0.0004805324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230634,"about_ca_topic_score_gemma":0.001942427,"domain_scores_codex":[0.9993988,0.0002152524,0.000102293,0.00008057896,0.0001002338,0.0001027787],"domain_scores_gemma":[0.9986851,0.0003298646,0.0003729378,0.00005750836,0.0002559292,0.0002986354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001788928,0.00003141025,0.9909429,0.00001817089,0.00001265685,0.0005484606,0.00007322839,0.0001205196,0.00166508,0.00009391869,0.0006193112,0.005695411],"study_design_scores_gemma":[0.0000483271,0.0002341632,0.9884411,0.00005851456,0.00003885214,0.006034438,0.0002340993,0.002193156,0.001058593,0.0002416403,0.0014062,0.00001088955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.993487,0.0007998628,0.002085316,0.0001432341,0.00002868362,0.0001988876,0.0007776234,0.00002922693,0.002450118],"genre_scores_gemma":[0.9951165,0.000169582,0.002788817,0.00004606189,0.00003503202,0.0001149153,0.001287692,0.00000537645,0.0004361279],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001717843,"threshold_uncertainty_score":0.006826937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567731918540683,"score_gpt":0.3046821141605419,"score_spread":0.2890047949751351,"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."}}