{"id":"W7116363011","doi":"10.17605/osf.io/fwues","title":"Purpose in Life and Everyday Physical Symptoms: Age and Race Differences","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychosocial; Race (biology); Vulnerability (computing); Perception; Purpose in life; Everyday life; Psychological resilience; Allostatic load","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":[0.00072907,0.0002561334,0.0004084672,0.0004791622,0.0006485043,0.0009525597,0.0003329593,0.0006103546,0.00429616],"category_scores_gemma":[0.001891048,0.0002130508,0.0005433391,0.0005081715,0.0003801282,0.0009532042,0.0006414907,0.0006670213,0.000483036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239056,"about_ca_system_score_gemma":0.0002759279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890768,"about_ca_topic_score_gemma":0.00922191,"domain_scores_codex":[0.9996592,0.00004426435,0.00002870924,0.0001272234,0.00006118122,0.00007944214],"domain_scores_gemma":[0.9991326,0.0001259848,0.0003708989,0.0000629471,0.0001248007,0.000182792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003462631,0.0001637086,0.9873413,0.00006723559,0.0001562814,0.0001355263,0.001773424,0.00003349572,0.0006586584,0.0003167202,0.0006968091,0.008310537],"study_design_scores_gemma":[0.000003002303,0.00004765885,0.998552,0.00001814512,0.00002882922,0.0001067067,0.000452663,0.00005583443,0.00002191762,0.0001305782,0.0005775847,0.000004995383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925359,0.002514486,0.0002455739,0.0003779946,0.0000703298,0.00002460698,0.0005549272,0.0000052662,0.00367088],"genre_scores_gemma":[0.9980146,0.0004293686,0.0001459807,0.0001242685,0.00003941669,0.00001922497,0.0003713714,0.000005512208,0.0008503931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890768,"threshold_uncertainty_score":0.01437205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899643967150293,"score_gpt":0.3285192928795979,"score_spread":0.309522853208095,"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."}}