{"id":"W7127132271","doi":"10.1051/bioconf/202519300062/pdf","title":"Brain Gym Effect On Cognitive Impairment Reduction Among Onion Farmers","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Dengue and Mosquito Control Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Wilcoxon signed-rank test; Test (biology); Nonprobability sampling; Cognitive impairment; Cognitive training; Executive functions; Trail Making Test","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":[],"consensus_categories":[],"category_scores_codex":[0.001208316,0.000175842,0.0002982758,0.0009130518,0.000477519,0.0000411977,0.0004375199,0.0004094357,0.0000243932],"category_scores_gemma":[0.0021484,0.0001687284,0.0001395925,0.001082582,0.001415008,0.0002142457,0.0001629404,0.0005666516,0.00004828779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437844,"about_ca_system_score_gemma":0.0004117124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029444,"about_ca_topic_score_gemma":0.0004872154,"domain_scores_codex":[0.9982886,0.0001142126,0.0002774456,0.0004258216,0.0004003694,0.0004935334],"domain_scores_gemma":[0.9991911,0.0001116395,0.0001216117,0.0003113506,0.0001694498,0.00009482748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003643475,0.00029347,0.0217239,0.0001438714,0.0003214405,0.00002876404,0.0008863775,0.00003228561,0.01175714,0.1443966,0.001960562,0.8180912],"study_design_scores_gemma":[0.01014836,0.00466201,0.06597718,0.004296835,0.0003944138,0.000005509165,0.007282984,0.0001131632,0.2235805,0.01487914,0.6672755,0.001384465],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371858,0.0001817939,0.0001860572,0.01402141,0.001754423,0.001073106,0.000004104006,0.0003158943,0.04527745],"genre_scores_gemma":[0.9968263,0.0001549498,0.0001419687,0.0001235439,0.0002115679,0.0001277201,0.000004496277,0.00001105046,0.002398429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8167067,"threshold_uncertainty_score":0.6880546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220283510513791,"score_gpt":0.3132009795004883,"score_spread":0.3009981443953504,"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."}}