{"id":"W4408748890","doi":"10.1016/j.puhe.2025.02.030","title":"A preliminary study on the role of personal history of infectious and parasitic diseases on self-reported health across countries","year":2025,"lang":"en","type":"article","venue":"Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Fundacja na rzecz Nauki Polskiej","keywords":"Environmental health; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931017,0.0001153322,0.0003878343,0.0001008886,0.0007301507,0.00003073412,0.000142943,0.00004987422,0.00002906758],"category_scores_gemma":[0.0007956499,0.0000885159,0.0000530386,0.0002515888,0.0003308578,0.00009414709,0.00003176536,0.0001667351,0.000001161854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233203,"about_ca_system_score_gemma":0.008705517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04908282,"about_ca_topic_score_gemma":0.006111032,"domain_scores_codex":[0.9972751,0.0008839733,0.0005127256,0.000230501,0.0004943681,0.0006033033],"domain_scores_gemma":[0.9978893,0.001085285,0.0003611987,0.0002106095,0.0001310959,0.0003225594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004922786,0.001014527,0.8050205,0.0004879488,0.00007059352,0.000001051498,0.1453991,4.789296e-7,3.833244e-8,0.03705747,0.005192512,0.005706572],"study_design_scores_gemma":[0.0003415741,0.0008620021,0.8382426,0.00009865505,0.000009764816,4.702768e-7,0.06201291,0.00002175664,2.434834e-7,0.0002540431,0.09809379,0.00006220941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301196,0.004684991,0.000003913584,0.06054823,0.000367996,0.001049136,0.0000547224,0.00007153973,0.003099904],"genre_scores_gemma":[0.9868243,0.000569128,0.000003124223,0.01215471,0.00004934068,0.00006678014,0.000003363967,0.000006893264,0.0003223795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09290128,"threshold_uncertainty_score":0.9969142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759802608353786,"score_gpt":0.3710615258247309,"score_spread":0.333463499741193,"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."}}