{"id":"W4405412040","doi":"10.3389/fendo.2024.1481649","title":"The characteristic expression of circulating MicroRNAs in osteoporosis: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; microRNA; Osteoporosis; Computational biology; Medicine; Expression (computer science); Bioinformatics; Biology; Internal medicine; Genetics; Computer science; Gene","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":[0.01654227,0.003435406,0.02333205,0.00889407,0.0007623145,0.003625514,0.002433741,0.002552853,0.003445136],"category_scores_gemma":[0.03748436,0.00160237,0.03670644,0.008980713,0.0008259357,0.001956114,0.001643927,0.001487009,0.0002641751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256375,"about_ca_system_score_gemma":0.00442888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004278129,"about_ca_topic_score_gemma":0.0100513,"domain_scores_codex":[0.9881704,0.005248398,0.003739542,0.001213436,0.001246996,0.0003811869],"domain_scores_gemma":[0.9795843,0.01500139,0.003160043,0.0005586964,0.001472316,0.0002231247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001402144,0.0000292234,0.005053249,0.4350599,0.5480142,0.0001480972,0.00007426774,0.000483452,0.0002606679,0.0001226698,0.0003461993,0.009005887],"study_design_scores_gemma":[0.0003347456,0.0001743965,0.002976777,0.02468945,0.9702343,0.0001012233,0.00003619075,0.0001977072,0.00009118314,0.0001325571,0.001012385,0.00001897965],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004340394,0.9937958,0.0006758963,0.0001701119,0.000136947,0.0003158773,0.0003949155,0.00002048135,0.0001496621],"genre_scores_gemma":[0.1825129,0.808419,0.004135142,0.0009631569,0.000443602,0.002214362,0.0009256625,0.00003307647,0.0003531729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02333205,"threshold_uncertainty_score":0.08748496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735687452249942,"score_gpt":0.3079824546536445,"score_spread":0.2806255801311451,"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."}}