{"id":"W4396593156","doi":"10.1159/000538314","title":"Motoric Cognitive Risk Syndrome as a Predictor of Adverse Health Outcomes: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Gerontology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Cognition; MEDLINE; Psychology; Psychiatry; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003189883,0.0007125157,0.02015394,0.0005877012,0.000223316,0.000003705509,0.000322558,0.0007263434,0.0003683217],"category_scores_gemma":[0.0009223252,0.0004306771,0.003729436,0.0009290351,0.0001104933,0.00007231014,0.000212546,0.001281324,0.000741061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759347,"about_ca_system_score_gemma":0.0008017453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008016861,"about_ca_topic_score_gemma":0.0006964421,"domain_scores_codex":[0.9866982,0.007835764,0.003621561,0.0008678443,0.0003312183,0.0006453852],"domain_scores_gemma":[0.9926904,0.001700303,0.004326622,0.0008333444,0.0001993486,0.0002499919],"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":[0.000002060442,0.00008074639,0.00002691846,0.8306277,0.1680822,0.00002207987,0.0002728743,1.550175e-9,8.112305e-10,0.0001466116,0.0003962115,0.0003425823],"study_design_scores_gemma":[0.0002154784,0.0001585161,0.0002865056,0.1161766,0.8738601,0.0000745124,0.0001994092,0.000001315314,3.356149e-11,0.0001127789,0.008672244,0.0002425218],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006422544,0.9861556,0.00009394778,0.0001621548,0.0003858156,0.01064381,0.002098824,0.00009350189,0.0003598612],"genre_scores_gemma":[0.00009896312,0.9865584,0.00007000413,0.0006836915,0.00002607324,0.004965586,0.0003744245,0.00005971659,0.007163113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7144511,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403229317219121,"score_gpt":0.4737342832477837,"score_spread":0.3334113515258716,"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."}}