{"id":"W7110839493","doi":"10.1371/journal.pone.0324258.s002","title":"Studies characteristics and analysis.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcopenia; Cognition; Odds; Psychological intervention; Meta-analysis; Subgroup analysis; Confounding; Systematic review; Cognitive impairment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02245547,0.002325519,0.009907138,0.01589398,0.001021617,0.004202483,0.002775342,0.003594502,0.1232036],"category_scores_gemma":[0.1028274,0.001263528,0.01671171,0.02211822,0.0007940188,0.003584047,0.002479652,0.00310932,0.0141191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004509827,"about_ca_system_score_gemma":0.01348956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396728,"about_ca_topic_score_gemma":0.006893894,"domain_scores_codex":[0.9566926,0.01014492,0.02253088,0.003635464,0.005723878,0.001272336],"domain_scores_gemma":[0.9482002,0.03049267,0.0113639,0.002896647,0.006379808,0.0006668358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002584091,0.00008162432,0.008955983,0.7482488,0.02862754,0.0002474712,0.0003566236,0.0005506162,0.0002685491,0.003671468,0.1096362,0.09677106],"study_design_scores_gemma":[0.004593293,0.0007797899,0.03176261,0.4069871,0.05987277,0.0009304842,0.0005499657,0.001181032,0.0005917401,0.01126056,0.4812482,0.0002425165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004001774,0.2337724,0.01130006,0.004895383,0.003290387,0.06060042,0.6578933,0.001115169,0.02313118],"genre_scores_gemma":[0.06453972,0.130549,0.03444521,0.01315654,0.002233138,0.5284123,0.2087734,0.001116549,0.0167741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8767964,"threshold_uncertainty_score":0.4121571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301336110008909,"score_gpt":0.4280479754285429,"score_spread":0.297914364427652,"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."}}