{"id":"W4287377888","doi":"10.1097/sla.0000000000005617","title":"CROSS Versus FLOT Regimens in Esophageal and Esophagogastric Junction Adenocarcinoma","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Sarcopenia; Regimen; Vital capacity; DLCO; Esophageal cancer; Internal medicine; Pulmonary function testing; Diffusing capacity; Gastroenterology; Surgery; Cancer; Lung; Lung function","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":[0.0006072689,0.000120902,0.0003379556,0.0004179614,0.000104669,0.00001161279,0.00004868028,0.00003465773,0.0003603931],"category_scores_gemma":[0.0001257782,0.0001187952,0.0001192604,0.0005049129,0.00009149413,0.0001017616,0.0001021115,0.0002265801,0.000008059282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008148467,"about_ca_system_score_gemma":0.0002573284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572035,"about_ca_topic_score_gemma":0.00001149535,"domain_scores_codex":[0.9985314,0.0000982436,0.0002854096,0.0002723152,0.0004600514,0.0003525825],"domain_scores_gemma":[0.999154,0.000308252,0.00008469205,0.0002179483,0.00007979788,0.000155336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004121305,0.0003118581,0.9842101,0.00009236716,0.00009407745,0.001449194,0.0001095488,0.00002513107,0.00003887515,0.00008620798,0.00303383,0.006427506],"study_design_scores_gemma":[0.001971047,0.0008233765,0.993991,0.00002161953,0.0000187924,0.00007086296,0.0001042248,0.00002233401,0.002543943,0.00005051234,0.0003131881,0.00006914116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711698,0.0269509,9.941883e-7,0.001045758,0.0002387083,0.0002101446,0.00002811636,0.00002179255,0.0003337738],"genre_scores_gemma":[0.998295,0.0006138095,0.00001726514,0.000207476,0.00008082612,0.00007678832,0.00004634421,0.00001713965,0.0006453387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02712519,"threshold_uncertainty_score":0.4844328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2360353328543075,"score_gpt":0.3951774694859065,"score_spread":0.159142136631599,"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."}}