{"id":"W4407226985","doi":"10.2196/57597","title":"Determinants of Periodic Health Examination Uptake: Insights From a Jordanian Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Environmental health; Obesity; Odds ratio; Logistic regression; Odds; Epidemiology; Public health; Epidemiological transition; Demography; Gerontology; Population; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373768,0.0001080761,0.0003899577,0.0002092717,0.0001496243,0.0000191474,0.00006620457,0.00009789118,0.0001327066],"category_scores_gemma":[0.0002118337,0.00009889773,0.0001602745,0.0003014639,0.00004286135,0.00007779068,0.0000293459,0.0001665976,0.00002465721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829317,"about_ca_system_score_gemma":0.0004425312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002844296,"about_ca_topic_score_gemma":0.0002093026,"domain_scores_codex":[0.9973615,0.001102671,0.0006374147,0.0002913156,0.0004484543,0.0001586382],"domain_scores_gemma":[0.9991443,0.00004201181,0.0001611022,0.0003201718,0.0002158992,0.0001164843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007730105,0.001300287,0.84277,0.0004296489,0.0001833466,0.00002155504,0.002438385,0.000001891491,0.000626256,0.00004554366,0.0001901542,0.1519156],"study_design_scores_gemma":[0.003077083,0.000397198,0.9932371,0.0001495317,0.00003854065,0.000006593777,0.0003829062,0.0001202952,0.0003075789,0.00007607867,0.002148526,0.0000585787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994921,0.0003723633,0.001930358,0.0002401126,0.0004828556,0.001344295,0.000007769407,0.00005029007,0.0006509883],"genre_scores_gemma":[0.9955716,0.00002257586,0.0001621018,0.0002121194,0.00008963728,0.0001040009,0.0000517501,0.00001018151,0.003776097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151857,"threshold_uncertainty_score":0.4032933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294520321581127,"score_gpt":0.3844651203181168,"score_spread":0.3515199171023055,"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."}}