{"id":"W2991042752","doi":"10.21608/mjcu.2018.56334","title":"Management of Cardiomyopathy in Pediatric Cardiology Unit at Assiut University Children Hospital (Clinical Audit)","year":2018,"lang":"en","type":"article","venue":"The Medical Journal of Cairo University/The Medical Journal of Cairo University","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; Dilated cardiomyopathy; Cardiomyopathy; University hospital; Pediatrics; Unit (ring theory); Emergency medicine; Internal medicine; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876741,0.0002075059,0.0002458369,0.001057967,0.0007362812,0.0006336041,0.0004398643,0.0003165682,0.001102215],"category_scores_gemma":[0.006607507,0.0002482493,0.0001801546,0.001387027,0.000500493,0.0004012629,0.0008332268,0.0005347,0.0001282199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572376,"about_ca_system_score_gemma":0.005218675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007464306,"about_ca_topic_score_gemma":0.01260856,"domain_scores_codex":[0.9966727,0.000910853,0.0006815108,0.000245415,0.0009455598,0.0005439746],"domain_scores_gemma":[0.9943373,0.000839714,0.002817287,0.0001838712,0.001058438,0.0007634379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000656676,0.00007496515,0.9766099,0.0003618537,0.00001428613,0.003322887,0.00153542,0.00008305185,0.0004988234,0.0001143677,0.001567038,0.01575179],"study_design_scores_gemma":[0.00001200453,0.0002851505,0.9847304,0.0004267124,0.00002339017,0.006641515,0.002689268,0.0001074354,0.0006260523,0.00004100607,0.004401095,0.00001589054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922638,0.002781228,0.000189569,0.000840848,0.00006064163,0.0002635604,0.0005058655,0.0000238566,0.003070586],"genre_scores_gemma":[0.9948317,0.00289923,0.001023024,0.0003440809,0.00004769368,0.0001464509,0.0003769609,0.000005905713,0.0003249123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007464306,"threshold_uncertainty_score":0.01484174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116820369494761,"score_gpt":0.257196217788199,"score_spread":0.2455141808387229,"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."}}