{"id":"W2996280469","doi":"10.1634/theoncologist.2019-0562","title":"Marital Status and Overall Survival in Patients with Resectable Pancreatic Cancer: Results of an Ancillary Analysis of NRG Oncology/RTOG 9704","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Oncology; Marital status; Proportional hazards model; Hazard ratio; Multivariate analysis; Pancreatic cancer; Survival analysis; Univariate analysis; Population; Cancer registry; Cancer","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":[0.001454991,0.0001704128,0.001376715,0.0002984682,0.00004897414,0.000006682793,0.0001790411,0.0001887457,0.000144226],"category_scores_gemma":[0.0003839376,0.0001026691,0.00007072124,0.0007962292,0.0006250161,0.00008977102,0.0001212479,0.0003255476,0.000002952379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351876,"about_ca_system_score_gemma":0.0009222027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401656,"about_ca_topic_score_gemma":0.009611145,"domain_scores_codex":[0.9976582,0.0004482932,0.0005851557,0.0003504159,0.0005029355,0.0004550151],"domain_scores_gemma":[0.9976557,0.0009666368,0.0003438594,0.0005842931,0.0002989128,0.0001505633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01406707,0.000874357,0.9812941,0.00010407,0.0009578295,0.00002074396,0.0006485195,0.0001297877,0.0002157163,0.0001219113,0.00007537521,0.001490501],"study_design_scores_gemma":[0.01109832,0.006993021,0.9780712,0.00008329469,0.001311279,0.000001937932,0.0005972668,0.001360551,0.00005177824,0.00006247496,0.000262382,0.0001064898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855433,0.0002995096,0.000002056406,0.0003078485,0.00005110922,0.0009024675,0.0001920153,0.00001224466,0.0126895],"genre_scores_gemma":[0.998099,0.0004430526,0.0004457972,0.00007938132,0.0000236479,0.00003435395,0.0001385616,0.00001418315,0.0007219777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125558,"threshold_uncertainty_score":0.9925492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503510392008364,"score_gpt":0.3365644235079453,"score_spread":0.3115293195878617,"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."}}