{"id":"W4390673425","doi":"10.1158/1055-9965.epi-23-1207","title":"Marital Status, Living Arrangement, and Survival among Individuals with Advanced Prostate Cancer in the International Registry for Men with Advanced Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"National Cancer Institute; Astellas Pharma; National Institute of General Medical Sciences; Sanofi; Movember Foundation; AstraZeneca; Amgen","keywords":"Prostate cancer; Marital status; Medicine; Cancer registry; Demography; Cohort; Gerontology; Cancer; Proportional hazards model; Oncology; Internal medicine; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486309,0.0002115813,0.0002805622,0.000782395,0.000559776,0.0005596795,0.0004218531,0.0002325972,0.001376332],"category_scores_gemma":[0.004479194,0.0001718628,0.0004968236,0.001413029,0.0002044685,0.0004670314,0.0007596998,0.0006401324,0.0001707244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682017,"about_ca_system_score_gemma":0.0003515738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126748,"about_ca_topic_score_gemma":0.01740147,"domain_scores_codex":[0.9993222,0.0002484511,0.00007860377,0.0001240114,0.0001281499,0.00009859789],"domain_scores_gemma":[0.9971229,0.0002921459,0.00175078,0.0002125384,0.0002605292,0.0003610394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003617982,0.00001089191,0.9989514,0.000008108604,0.00005033227,0.00001030786,0.00003652362,0.00001522114,0.00001315673,0.000008845596,0.0001844862,0.0006744288],"study_design_scores_gemma":[0.000004332481,0.00002780723,0.9994918,0.00001030058,0.00003474353,0.00004116511,0.00009061512,0.00007752755,0.00001009063,0.0000122518,0.0001971547,0.000002091344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957678,0.0009224288,0.0001307925,0.0002070572,0.00002404952,0.00002309091,0.002105194,0.000007536513,0.0008119994],"genre_scores_gemma":[0.998179,0.0002420619,0.00008081539,0.0000455306,0.00001690926,0.00002055198,0.001293088,0.000002017567,0.0001201003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126748,"threshold_uncertainty_score":0.02240378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258321198457498,"score_gpt":0.3457772228531076,"score_spread":0.3231940108685327,"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."}}