{"id":"W3136029171","doi":"10.1158/1078-0432.ccr-21-0533","title":"Back from the Brink: EGFR Inhibition in Gastroesophageal Cancer","year":2021,"lang":"en","type":"letter","venue":"Clinical Cancer Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; Institute of Cancer Research; Cancer Research UK; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; European Commission; Royal Marsden NHS Foundation Trust","keywords":"Gastroesophageal Junction; Medicine; Cancer; Internal medicine; Randomized controlled trial; Oncology; EGFR inhibitors; Adenocarcinoma; Epidermal growth factor receptor","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":[0.003571013,0.0008235105,0.001492903,0.0009922477,0.002312108,0.002899305,0.001360559,0.02190275,0.006880684],"category_scores_gemma":[0.0188974,0.0004377173,0.001209455,0.0006396665,0.002279399,0.004851534,0.001250797,0.03560115,0.009545895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615074,"about_ca_system_score_gemma":0.002155221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527875,"about_ca_topic_score_gemma":0.004357191,"domain_scores_codex":[0.9970688,0.001093017,0.0002532533,0.0002851142,0.001086244,0.0002135099],"domain_scores_gemma":[0.9919435,0.00487443,0.0003445355,0.0002344091,0.001598189,0.001004937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006760565,0.00002867306,0.0002526336,0.00005984099,0.00001152771,0.0006447086,0.00003467117,0.00005181148,0.0001425092,0.00113109,0.9797983,0.01777656],"study_design_scores_gemma":[0.0003449202,0.000235728,0.001624493,0.0009572408,0.00004794265,0.003928894,0.000345299,0.0005611468,0.0004183782,0.01643758,0.9750202,0.00007810388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002095025,0.005413253,0.00007936285,0.9737355,0.01873119,0.000007699674,0.00005129737,0.00002654495,0.001745508],"genre_scores_gemma":[0.00306938,0.005594789,0.0001524082,0.9247149,0.06248354,0.00002299634,0.00003907021,0.00002364011,0.003899294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02190275,"threshold_uncertainty_score":0.02622926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2861289881450965,"score_gpt":0.5044456923864901,"score_spread":0.2183167042413936,"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."}}