{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245297,0.0001595441,0.0003192754,0.000439262,0.0002656697,0.0004093015,0.0002542262,0.0002066123,0.0009772293],"category_scores_gemma":[0.002170732,0.00008291563,0.0004728078,0.0005991234,0.0001790089,0.0001493793,0.000499989,0.0003668168,0.00009404388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762247,"about_ca_system_score_gemma":0.0004789566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123471,"about_ca_topic_score_gemma":0.02079777,"domain_scores_codex":[0.9995812,0.0001922642,0.00004115556,0.00004733914,0.0000936417,0.00004443955],"domain_scores_gemma":[0.998571,0.0002968845,0.0006307118,0.00008389025,0.0001668392,0.0002505551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003096457,0.0001030235,0.9890628,0.00005285706,0.0003608535,0.00003332026,0.00006987221,0.00006436659,0.0002079779,0.00001210023,0.0005356846,0.006400617],"study_design_scores_gemma":[0.0001929168,0.0003279839,0.9986989,0.00001488195,0.0001933225,0.00005209193,0.00005383878,0.00009651035,0.00003212518,0.000009041799,0.0003256873,0.000002607025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977158,0.00115333,0.00003903691,0.0001427933,0.0000100994,0.00001711288,0.0005676391,0.000001497367,0.0003526656],"genre_scores_gemma":[0.9984393,0.0003461207,0.00005361437,0.0001167444,0.00001871248,0.00001400789,0.0009207627,9.742606e-7,0.00008980352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123471,"threshold_uncertainty_score":0.0245505,"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."}}