{"id":"W4410770449","doi":"10.1080/14796678.2025.2508568","title":"Evolution of the management of ultrarare inherited arrhythmias and cardiomyopathies","year":2025,"lang":"en","type":"editorial","venue":"Future Cardiology","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003722343,0.0003314737,0.001767578,0.0001772742,0.00008570038,0.000004237684,0.0001565377,0.000930911,0.00000207902],"category_scores_gemma":[0.000173183,0.000229619,0.0006628248,0.0003891312,0.000457603,0.00002110864,0.0003299431,0.0006478916,5.597335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275096,"about_ca_system_score_gemma":0.0002296839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003013899,"about_ca_topic_score_gemma":0.00000354616,"domain_scores_codex":[0.9981835,0.0002238012,0.0004767207,0.0004403707,0.0004357268,0.0002398197],"domain_scores_gemma":[0.9982113,0.0002087304,0.0002729461,0.0007478682,0.0005193498,0.00003975832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004167392,0.00001174358,0.001894408,0.004819731,0.003496941,0.0001304623,0.000234161,0.00001327711,0.0001160507,0.0008625437,0.9851267,0.002877187],"study_design_scores_gemma":[0.001131622,0.0001423584,0.03956459,0.001252055,0.002931272,0.0001062024,0.001495746,4.045507e-7,0.00007013926,0.0001042704,0.953032,0.000169326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005459033,0.08542909,0.0001282866,0.0003734232,0.8910924,0.0009822986,0.0008509422,0.00004646281,0.01563805],"genre_scores_gemma":[0.09815921,0.01925245,0.0002580318,0.00003423995,0.8795301,0.0001304186,0.0002275219,0.00004217373,0.002365848],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09270018,"threshold_uncertainty_score":0.936359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004891075987717657,"score_gpt":0.2391219411363189,"score_spread":0.2342308651486013,"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."}}