{"id":"W4310704655","doi":"10.1002/clc.23901","title":"Diagnostic Value of PICP and PIIINP in Myocardial Fibrosis: A Systematic Review and Meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Cardiology","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial fibrosis; Meta-analysis; Fibrosis; Confidence interval; Internal medicine; Cardiology; Pathology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008147107,0.001886922,0.0114843,0.005376925,0.000589047,0.002151574,0.001595355,0.001644217,0.003312023],"category_scores_gemma":[0.02106171,0.001019516,0.0185182,0.007291411,0.0005183746,0.001174637,0.001127739,0.001327314,0.0002812741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543726,"about_ca_system_score_gemma":0.002505604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902258,"about_ca_topic_score_gemma":0.01312837,"domain_scores_codex":[0.9946826,0.00228474,0.001558386,0.000650074,0.0006221747,0.0002019923],"domain_scores_gemma":[0.9838735,0.01274184,0.001814701,0.0003650081,0.001028724,0.000176201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001571924,0.00003154836,0.01353969,0.5331685,0.4240817,0.0002176675,0.0001074047,0.0004860295,0.0003092882,0.0001852909,0.001355446,0.02494549],"study_design_scores_gemma":[0.0003672401,0.0001527394,0.01027516,0.03724791,0.9482235,0.0001828902,0.00005786458,0.0002353709,0.0001343397,0.0002155319,0.002880701,0.00002683711],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003025173,0.99591,0.0002576315,0.0001414515,0.0000644279,0.00008931314,0.0003491265,0.00001001122,0.0001528636],"genre_scores_gemma":[0.1116063,0.8848453,0.001331275,0.0005426685,0.0002129346,0.0004472073,0.0007917148,0.00001478806,0.0002078281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885157,"threshold_uncertainty_score":0.04308653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386725165611256,"score_gpt":0.4266374523833152,"score_spread":0.2879649358221896,"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."}}