{"id":"W4404359957","doi":"10.1161/circ.150.suppl_1.4142546","title":"Abstract 4142546: Single-Nucleus RNA Sequencing Reveals Region-Specific Cell Composition and Transcriptional Variations in Cardiac Sarcoidosis","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiac sarcoidosis; Nucleus; RNA; Sarcoidosis; Computational biology; Genetics; Gene; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096349,0.0001017436,0.00008916664,0.00007757064,0.00009154884,0.0000577364,0.00003986597,0.0001185859,0.000002825132],"category_scores_gemma":[0.000004545431,0.0001153254,0.000060222,0.0001501056,0.00003909229,0.00001709231,0.00001266436,0.00008599945,0.000003559335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009097678,"about_ca_system_score_gemma":0.00002437468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001301061,"about_ca_topic_score_gemma":0.000002895095,"domain_scores_codex":[0.9992621,0.00002757682,0.000199715,0.0003113374,0.00008023503,0.0001190507],"domain_scores_gemma":[0.999699,0.00001683045,0.00004226263,0.0001612788,0.00004452469,0.00003608789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005703872,0.00002305717,0.0004569021,0.00002470079,0.00000675467,0.000001675164,0.00007208722,0.000274459,0.9891463,0.005371116,0.000156137,0.004461099],"study_design_scores_gemma":[0.0007319401,0.0001093659,0.3336574,0.0005105807,0.00009192998,0.00008880097,0.0001867373,0.005405991,0.6073729,0.01897907,0.0317613,0.001103989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613748,0.002111506,0.1344936,0.000390729,0.0001134582,0.0002991634,0.00004891138,0.00007764546,0.001090181],"genre_scores_gemma":[0.9934372,0.0003773858,0.005474827,0.00004748941,0.0001688895,0.00002129293,0.0004353903,0.00001951898,0.00001800304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817734,"threshold_uncertainty_score":0.4702833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677574604627112,"score_gpt":0.2517666622776305,"score_spread":0.2249909162313594,"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."}}