{"id":"W4409798596","doi":"10.1371/journal.pone.0321884","title":"Association between physical activity, socioeconomic status, blood biomarkers, and diet in lebanese adults","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Waist; Medicine; Anthropometry; Logistic regression; Cross-sectional study; Marital status; Body mass index; Socioeconomic status; Demography; Internal medicine; Gerontology; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005422728,0.0002600436,0.0002454413,0.0006284958,0.0003892248,0.000453346,0.000166433,0.00023865,0.001493289],"category_scores_gemma":[0.0008529486,0.0001070811,0.0002225186,0.0007376201,0.0001403575,0.0001874023,0.0002664007,0.000262816,0.0001429561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426598,"about_ca_system_score_gemma":0.0003166098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006531785,"about_ca_topic_score_gemma":0.008212618,"domain_scores_codex":[0.999797,0.00006012271,0.00002783233,0.00003504586,0.00003519364,0.00004476291],"domain_scores_gemma":[0.9995826,0.00005545958,0.0001832688,0.00002194707,0.00007066771,0.00008608725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004510734,0.00002730799,0.9988261,0.00001015823,0.00002575374,0.0000330788,0.00003781958,0.000007080503,0.00007112703,0.000007498077,0.00005217758,0.0008568934],"study_design_scores_gemma":[0.000002589967,0.00005410615,0.9995247,0.000008583334,0.00001578103,0.00006392322,0.0001149946,0.00005564624,0.00001241398,0.00001392009,0.0001324102,0.000001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980731,0.000886086,0.00003351997,0.00009961615,0.000006612035,0.000007082383,0.0004062465,0.00000160036,0.0004859777],"genre_scores_gemma":[0.9992841,0.0002654803,0.00004968847,0.00004181053,0.00001047911,0.000008550959,0.0002125198,5.739855e-7,0.0001269085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006531785,"threshold_uncertainty_score":0.01298749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177902549603463,"score_gpt":0.2906780105666834,"score_spread":0.2588989850706487,"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."}}