{"id":"W4376127698","doi":"10.1016/j.ypmed.2023.107544","title":"Family structure and living arrangements as indicators of social isolation, and prostate cancer risk","year":2023,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre; Institut National de la Recherche Scientifique","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Medicine; Prostate cancer; Odds ratio; Population; Demography; Confounding; Cancer; Confidence interval; Logistic regression; Gerontology; Gynecology; Oncology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000629682,0.00006266871,0.0001658885,0.00009806407,0.0003741182,0.000008160791,0.00004844027,0.00004349424,0.0002069318],"category_scores_gemma":[0.0004035101,0.00005038505,0.00001288149,0.0003180271,0.0003018023,0.00007642336,0.00004010961,0.00008308329,0.000001085495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002633617,"about_ca_system_score_gemma":0.0000781405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008647479,"about_ca_topic_score_gemma":0.001279118,"domain_scores_codex":[0.9991092,0.0001611185,0.0001662837,0.0001271076,0.0002421101,0.00019416],"domain_scores_gemma":[0.9995205,0.0001744906,0.0001444129,0.00003302477,0.00004461675,0.00008290631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007048011,0.000004120871,0.8819829,0.0001179441,0.00002936903,5.041655e-7,0.08672102,1.746233e-7,0.00002432739,0.001169341,0.001884893,0.02805838],"study_design_scores_gemma":[0.0002426292,0.00002299453,0.9744832,0.000145715,0.00003292433,3.913101e-8,0.01636005,0.000005977148,0.000005869196,0.002409076,0.006245181,0.00004635149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930343,0.001144741,0.00001054299,0.004065162,0.0002176275,0.0002807928,0.0000381316,0.00002189492,0.001186786],"genre_scores_gemma":[0.9948705,0.003284775,0.00001559489,0.0003764021,0.0001952272,0.00001247271,0.000004150424,0.000005506263,0.00123534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09250031,"threshold_uncertainty_score":0.997954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553111489986963,"score_gpt":0.3584879909149203,"score_spread":0.3429568760150506,"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."}}