{"id":"W6958078303","doi":"10.60692/y3jkg-q4h73","title":"Systematic Review: microRNAs as Potential Biomarkers in Mild Cognitive Impairment Diagnosis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"microRNA; Biomarker; Cognitive impairment; Disease; Neuropsychology; Cognition; Diagnostic biomarker","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":[0.002995636,0.0008970893,0.004770472,0.005428825,0.000372229,0.001754891,0.0009572265,0.00134098,0.004245019],"category_scores_gemma":[0.01718001,0.0003745358,0.004130138,0.00498117,0.0004913707,0.00121176,0.0008103205,0.0008091188,0.0004023201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530769,"about_ca_system_score_gemma":0.005683689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020981,"about_ca_topic_score_gemma":0.01165175,"domain_scores_codex":[0.9970964,0.001040311,0.001025952,0.0002954431,0.0004624137,0.00007956211],"domain_scores_gemma":[0.9908694,0.006635195,0.001494145,0.0001044708,0.000795365,0.0001015051],"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":[0.000310921,0.00001604935,0.001312066,0.8917988,0.008153049,0.0001134622,0.0001277525,0.0001331717,0.0002563898,0.0003739468,0.00454785,0.09285658],"study_design_scores_gemma":[0.0004302972,0.000307226,0.01160104,0.8026066,0.08707993,0.0008236101,0.0002359302,0.0002176984,0.0004459535,0.001099996,0.09508185,0.00006991764],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004528529,0.9985319,0.0001021981,0.0002101099,0.0001151004,0.00007371936,0.0002986341,0.000005254854,0.0002102821],"genre_scores_gemma":[0.007736723,0.990458,0.0004407674,0.0005738316,0.0001291485,0.0002320379,0.0002707117,0.000003498421,0.0001552489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005428825,"threshold_uncertainty_score":0.01584268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009636552082018676,"score_gpt":0.2170220544209033,"score_spread":0.2073855023388846,"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."}}