{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500358,0.000340057,0.000804371,0.000337696,0.0001713806,0.0004710151,0.0002978576,0.0005207934,0.002903123],"category_scores_gemma":[0.002134802,0.0001723662,0.0009928164,0.0002659365,0.0003271555,0.0006842134,0.0004913412,0.0006555442,0.0002371075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735429,"about_ca_system_score_gemma":0.0002401645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001679259,"about_ca_topic_score_gemma":0.0003997777,"domain_scores_codex":[0.9994054,0.0002592532,0.00009069659,0.00009756546,0.00007442207,0.00007271493],"domain_scores_gemma":[0.9988751,0.0003804687,0.0003855462,0.0001102647,0.0000430275,0.0002055842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7929605,0.01023035,0.02046801,0.00125649,0.002927448,0.0001076191,0.0001667416,0.001764857,0.006082016,0.0002525253,0.0006399436,0.1631435],"study_design_scores_gemma":[0.1061954,0.7712478,0.1112367,0.0002514117,0.002282697,0.000496623,0.0001668049,0.00219658,0.00311758,0.0005078719,0.002266329,0.00003424552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968515,0.002093856,0.0002103569,0.00004519001,0.00004274858,0.0001699104,0.00007421921,0.000008837961,0.0005033558],"genre_scores_gemma":[0.9976984,0.0008948406,0.0003540929,0.0001964557,0.00009575473,0.0002653264,0.0002459545,0.000003738363,0.0002455027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002903123,"threshold_uncertainty_score":0.009711921,"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."}}