{"id":"W4221005341","doi":"10.12688/wellcomeopenres.17505.2","title":"Effect of taurine administration on symptoms, severity, or clinical outcome of dilated cardiomyopathy and heart failure in humans: a systematic review","year":2022,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; Medical Research Council; National Institute for Health and Care Research; British Heart Foundation; Wellcome Trust","keywords":"Taurine; Medicine; Dilated cardiomyopathy; Heart failure; Internal medicine; Cardiomyopathy; Pharmacology; Chemistry; Amino acid; Biochemistry","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":[0.004945688,0.00128293,0.01088531,0.004613681,0.0005635209,0.001945089,0.00165501,0.001871567,0.005240549],"category_scores_gemma":[0.01937276,0.0008003009,0.01144177,0.006021606,0.0007262221,0.001493493,0.001182884,0.0009498812,0.0002849515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313392,"about_ca_system_score_gemma":0.004920654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00717554,"about_ca_topic_score_gemma":0.01791943,"domain_scores_codex":[0.9962292,0.001099018,0.001554555,0.0004132725,0.0005688549,0.0001349764],"domain_scores_gemma":[0.9860774,0.009408358,0.003070011,0.0002172238,0.001052899,0.0001740198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005797932,0.00001501073,0.001386712,0.9508233,0.03342171,0.00006610739,0.00007802811,0.00006896189,0.0001266468,0.00008337333,0.0008554332,0.01249507],"study_design_scores_gemma":[0.0009179515,0.0004560665,0.01084569,0.5263143,0.4503133,0.0003996199,0.0001712481,0.0001459351,0.0002152445,0.0003142965,0.009847309,0.00005912765],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002139026,0.9963743,0.0001146556,0.0001596491,0.00008997405,0.0002556409,0.0006376414,0.000009507346,0.0002196025],"genre_scores_gemma":[0.04409067,0.9528557,0.0004927826,0.0008215965,0.0001499573,0.0007671751,0.000593835,0.00001027435,0.0002180675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01088531,"threshold_uncertainty_score":0.02615559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471940565868723,"score_gpt":0.4938508345547327,"score_spread":0.3466567779678604,"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."}}