{"id":"W4401041181","doi":"10.1093/oncolo/oyae190","title":"Outcomes in older adults with metastatic esophageal and gastric carcinoma treated with palliative chemotherapy","year":2024,"lang":"en","type":"article","venue":"The Oncologist","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Palliative chemotherapy; Chemotherapy; Incidence (geometry); Gastric carcinoma; Internal medicine; Oncology; Carcinoma; Palliative care; Clinical trial; Cancer; Nursing","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":[0.0003051095,0.0001296994,0.0003392271,0.0004313594,0.0003101971,0.0003517872,0.0001027338,0.0001841608,0.00082706],"category_scores_gemma":[0.001353741,0.00008463104,0.0002688266,0.0006301866,0.0001661118,0.0002664039,0.0003475556,0.0002394692,0.00009790987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425462,"about_ca_system_score_gemma":0.0002097921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646166,"about_ca_topic_score_gemma":0.002703633,"domain_scores_codex":[0.9998314,0.00003018868,0.00002660328,0.00002907752,0.00003788578,0.00004483273],"domain_scores_gemma":[0.9991331,0.00008881118,0.0004879349,0.00002115327,0.00005984107,0.0002092842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009445596,0.00001819604,0.9980556,0.000009767115,0.000020417,0.0002301337,0.00006943848,0.00003264992,0.00007873657,0.00001167002,0.00007160737,0.001307401],"study_design_scores_gemma":[0.00001100096,0.0002304225,0.9978046,0.00001669742,0.00002621825,0.0012765,0.0002404003,0.0001035862,0.00003155794,0.00003610622,0.0002205394,0.000002420948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991925,0.0003548301,0.00002766817,0.00003080481,0.00000412022,0.000005168639,0.0001389087,0.000001078183,0.00024493],"genre_scores_gemma":[0.9994503,0.0001953602,0.00002531562,0.00003145389,0.00001212122,0.00000478433,0.0002366142,4.524317e-7,0.00004358964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646166,"threshold_uncertainty_score":0.003273129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227292670198159,"score_gpt":0.3295300775144706,"score_spread":0.3068008104946546,"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."}}