{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106126,0.0003419492,0.0003271686,0.001520189,0.001033667,0.0009705048,0.0005642373,0.0007012295,0.002197007],"category_scores_gemma":[0.006830405,0.000249603,0.0009442668,0.001995244,0.0005662288,0.0007671724,0.001156951,0.001055432,0.000141364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354268,"about_ca_system_score_gemma":0.00104787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596428,"about_ca_topic_score_gemma":0.04015427,"domain_scores_codex":[0.9989948,0.0003500933,0.0001413114,0.0001302053,0.000189779,0.0001937974],"domain_scores_gemma":[0.9964398,0.0005675341,0.001693572,0.0001627817,0.0002645372,0.0008718973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004359598,0.00005539772,0.9988104,0.000006465975,0.00008542111,0.00001523692,0.00007757635,0.00005074774,0.00002408793,0.00002589315,0.00003267939,0.0007725398],"study_design_scores_gemma":[0.000001798766,0.00004547321,0.9991472,0.000006058269,0.0000366294,0.00004107587,0.000361954,0.0002206881,0.00001359469,0.00005740848,0.00006382337,0.000004286882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976996,0.0005560073,0.00009086149,0.0001561411,0.00001465913,0.000007881676,0.0003861225,0.000003891026,0.001084915],"genre_scores_gemma":[0.9995655,0.00009282615,0.00005556574,0.00001557368,0.00001325361,0.00000459071,0.0001272282,9.436359e-7,0.0001245601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596428,"threshold_uncertainty_score":0.05162632,"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."}}