{"id":"W4205259021","doi":"10.1093/oncolo/oyab070","title":"Marital Status, Living Arrangement, and Cancer Recurrence and Survival in Patients with Stage III Colon Cancer: Findings from CALGB 89803 (Alliance)","year":2022,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"Entertainment Industry Foundation; National Cancer Institute; National Institutes of Health; George W. Stone Family Foundation; National Center for Advancing Translational Sciences; Alliance for Clinical Trials in Oncology Foundation; American Association for Cancer Research","keywords":"Colorectal cancer; Cancer; Stage (stratigraphy); Oncology; Alliance; Medicine; Marital status; Internal medicine; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003215155,0.0001660456,0.0003269599,0.00003744246,0.0002476125,0.00003294282,0.0001199024,0.00004419784,0.0005310108],"category_scores_gemma":[0.0000368844,0.0001223674,0.0000213195,0.0002334794,0.0002350577,0.00007133425,0.0002415802,0.0004081635,7.244219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006648583,"about_ca_system_score_gemma":0.0002304873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0895821,"about_ca_topic_score_gemma":0.1454519,"domain_scores_codex":[0.9986257,0.0001381636,0.0001854735,0.0003612495,0.0003481661,0.0003412368],"domain_scores_gemma":[0.9993307,0.0002198902,0.0001073243,0.0001928948,0.00004840522,0.0001007852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115215,0.0001104724,0.9818645,0.00004465592,0.00004399987,0.00001731198,0.003735739,0.00001934001,0.0000363718,0.00002428323,0.000729245,0.01222192],"study_design_scores_gemma":[0.002610729,0.0007298072,0.972735,0.0001612457,0.00007566687,7.970023e-7,0.003527552,0.00005265296,0.00001232988,0.00001369108,0.01990311,0.0001774458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928391,0.003740305,0.000004062424,0.000816041,0.0005752817,0.0006242148,0.0007610465,0.00002559988,0.0006143805],"genre_scores_gemma":[0.9962687,0.001904091,0.000022968,0.0004588242,0.00007001295,0.0003174514,0.0000569462,0.00001825001,0.0008827952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05586975,"threshold_uncertainty_score":0.9164804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199415782142757,"score_gpt":0.2837501192533572,"score_spread":0.2638085410390815,"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."}}