{"id":"W2333874947","doi":"10.3899/jrheum.140626","title":"Echocardiographic Abnormalities in New-onset Polymyositis/dermatomyositis","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Dermatomyositis; Diastole; Polymyositis; Ejection fraction; Doppler imaging; Tricuspid valve; Doppler echocardiography; Heart failure; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205159,0.0002110133,0.0008396173,0.0005391098,0.0001141045,0.00002435837,0.0002863179,0.0001709911,0.00009553353],"category_scores_gemma":[0.00014712,0.0001453684,0.0002672304,0.0003357754,0.0002330128,0.0001880783,0.00006120293,0.0005880499,0.00004072235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004472668,"about_ca_system_score_gemma":0.0002764002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004890235,"about_ca_topic_score_gemma":0.0001203405,"domain_scores_codex":[0.9976291,0.0005137251,0.0009699624,0.0001097365,0.0003459252,0.0004315485],"domain_scores_gemma":[0.9983767,0.0004389462,0.0004592356,0.0003661192,0.0001438747,0.0002151073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007755687,0.00004392728,0.9747843,0.0001103154,0.0001622602,0.0001819997,0.001796243,0.00003600135,0.0001024927,0.003564328,0.01608694,0.002355676],"study_design_scores_gemma":[0.006804213,0.0009914601,0.5237434,0.001015077,0.0003157053,0.4393696,0.001635941,0.0004544981,0.001215129,0.004993863,0.0190544,0.0004066493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899898,0.001666794,0.001454227,0.004763635,0.0005168453,0.0001399917,0.000002698924,0.00002995119,0.001436034],"genre_scores_gemma":[0.9966096,0.001416242,0.0003978849,0.001393052,0.00005127959,0.00000174883,0.000002583022,0.00002698677,0.0001006156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4510408,"threshold_uncertainty_score":0.5927951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006147027550504242,"score_gpt":0.225696390672214,"score_spread":0.2195493631217098,"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."}}