{"id":"W4292731177","doi":"10.1097/sla.0000000000005679","title":"Adjuvant Therapy After Neoadjuvant Therapy for Esophageal Cancer","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Case Western Reserve University; National Institutes of Health; National Institute of General Medical Sciences; Innovation, Science and Economic Development Canada; National Heart, Lung, and Blood Institute; School of Medicine, Case Western Reserve University; Cleveland Clinic","keywords":"Medicine; Adjuvant therapy; Neoadjuvant therapy; Adjuvant; Esophageal cancer; Oncology; Internal medicine; Adenocarcinoma; Cancer; Breast cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008859754,0.000170086,0.0004577865,0.0002165853,0.0001753219,0.0002414841,0.0001472048,0.000152211,0.001632256],"category_scores_gemma":[0.002475785,0.00006245525,0.0006195809,0.0002768573,0.0001911375,0.0002160079,0.0002465293,0.000346902,0.0001486717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327274,"about_ca_system_score_gemma":0.0004341632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003254929,"about_ca_topic_score_gemma":0.001385198,"domain_scores_codex":[0.9996755,0.0001800821,0.00003017355,0.00003999187,0.00004522783,0.00002894482],"domain_scores_gemma":[0.9990257,0.0004018988,0.0003936726,0.0000468058,0.00004544623,0.00008633831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00969985,0.0005664252,0.7623026,0.0009826791,0.001136916,0.0007183889,0.0001298844,0.006676828,0.008387607,0.00059736,0.00173482,0.2070667],"study_design_scores_gemma":[0.0006363234,0.01274201,0.9453577,0.0005147884,0.001911341,0.004866803,0.0002231197,0.01468468,0.006636629,0.002162741,0.01022847,0.0000353895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903098,0.005380886,0.001905719,0.0005213218,0.00008450637,0.00004795066,0.000369834,0.00002373839,0.001356263],"genre_scores_gemma":[0.9966274,0.0009865814,0.001479728,0.0001559611,0.00004699229,0.00003631923,0.0003894057,0.000004279702,0.0002733425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001632256,"threshold_uncertainty_score":0.005460382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380527516104721,"score_gpt":0.4148060533927075,"score_spread":0.1767533017822354,"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."}}