{"id":"W4406209556","doi":"10.1371/journal.pone.0317253","title":"Metacognitive function in young adults is impacted by physical activity, diet, and sleep patterns","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metacognition; Worry; Cognition; Psychology; Affect (linguistics); Effects of sleep deprivation on cognitive performance; Developmental psychology; Set (abstract data type); Clinical psychology; Cognitive psychology; Anxiety; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005522426,0.0002336312,0.0002977429,0.0006678496,0.0002439707,0.0008421716,0.0001581333,0.0003011766,0.001228618],"category_scores_gemma":[0.003447304,0.0002431246,0.0002829716,0.0004021567,0.0002186442,0.0003983057,0.0004256277,0.0004443643,0.0001788391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446211,"about_ca_system_score_gemma":0.0002523243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004917359,"about_ca_topic_score_gemma":0.01396824,"domain_scores_codex":[0.9997944,0.00003806582,0.00002710939,0.00005407066,0.00004666969,0.00003963008],"domain_scores_gemma":[0.9985044,0.0003383517,0.0006362718,0.0001054055,0.000171685,0.0002440514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006982342,0.00008772373,0.9878238,0.00003156675,0.00004936554,0.00006186774,0.001214203,0.00002931419,0.0006403155,0.00003120086,0.00008915072,0.00987156],"study_design_scores_gemma":[0.000001732508,0.00005512953,0.9994587,0.000005471019,0.00001018196,0.00005540281,0.0002195692,0.00004907411,0.00004924218,0.00003395946,0.00005969229,0.000001877707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989397,0.0003124267,0.00005581936,0.00003469471,0.000002909902,0.000006587319,0.00008166335,0.000004012942,0.0005621318],"genre_scores_gemma":[0.9994184,0.0001155554,0.0001210224,0.00001900257,0.00000234809,0.000006127172,0.00008831853,9.472928e-7,0.0002282356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004917359,"threshold_uncertainty_score":0.009777486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562620434267063,"score_gpt":0.2656551564825214,"score_spread":0.2500289521398508,"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."}}