{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422972,0.0001828408,0.0003289792,0.0001031257,0.00005139798,0.00003535875,0.00006321649,0.00002742479,0.00008640724],"category_scores_gemma":[0.00001445446,0.00007577427,0.0000317055,0.0003832561,0.0002623726,0.00004729686,0.00001753658,0.0002223479,0.00001287944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738278,"about_ca_system_score_gemma":0.0002113588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069736,"about_ca_topic_score_gemma":0.0007758106,"domain_scores_codex":[0.9989967,0.00007033175,0.0001271744,0.0002795957,0.0002413214,0.0002848574],"domain_scores_gemma":[0.999415,0.0002280847,0.0000303425,0.0001820628,0.0000369916,0.0001075075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003395688,0.0003873158,0.9743536,0.0001923592,0.0003671943,0.00528021,0.001553632,0.000004576406,0.000004873174,0.0001074216,0.0001301779,0.01422297],"study_design_scores_gemma":[0.00798415,0.004821035,0.9854943,0.0002040046,0.0001460307,0.0001395419,0.0005596705,0.0002370425,0.0002753627,0.00003213586,0.00002886624,0.00007789111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880291,0.006776352,0.00003200987,0.003289963,0.00001099325,0.001163164,0.00001800372,0.00005693287,0.0006234659],"genre_scores_gemma":[0.9974168,0.0002279048,0.0004495504,0.0002675653,0.00002420325,0.0002312508,0.00001629473,0.00002354783,0.001342899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01414508,"threshold_uncertainty_score":0.3089985,"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."}}