{"id":"W4412630798","doi":"10.3390/curroncol32080416","title":"Mediation Analysis to Investigate Differences in Prostate Cancer Diagnosis Stage Through Environmental Risk Factors in Louisiana","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Stage (stratigraphy); Prostate cancer; Mediation; Cancer; Oncology; Prostate; Gynecology; Bioinformatics; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01419638,0.00133165,0.001211945,0.001368365,0.001217136,0.001283551,0.001907677,0.0006582026,0.01059194],"category_scores_gemma":[0.02740384,0.0004794206,0.004782096,0.001186024,0.0006450597,0.001087885,0.002790294,0.002488091,0.0005821763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472118,"about_ca_system_score_gemma":0.003853842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0403,"about_ca_topic_score_gemma":0.02444062,"domain_scores_codex":[0.9859137,0.0104882,0.0004046827,0.001446903,0.0005997891,0.001146871],"domain_scores_gemma":[0.9821578,0.01382634,0.001276143,0.001086647,0.001201738,0.0004512138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001871283,0.0008291475,0.9185113,0.0003959427,0.01059417,0.001056914,0.002536452,0.004060791,0.001292288,0.00796798,0.004306975,0.04657679],"study_design_scores_gemma":[0.0009170487,0.004990764,0.7652035,0.0006263024,0.02078176,0.001289064,0.009031136,0.1514115,0.004267689,0.02111047,0.02016409,0.0002065667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580635,0.002367794,0.02761983,0.002713074,0.0003781882,0.0004960104,0.003762562,0.0002917933,0.00430718],"genre_scores_gemma":[0.990926,0.0003045945,0.00529647,0.000297039,0.00006344181,0.0004595977,0.0007927864,0.00002704451,0.001832996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0403,"threshold_uncertainty_score":0.08013088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2738762615028567,"score_gpt":0.5260412528259963,"score_spread":0.2521649913231396,"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."}}