{"id":"W4384925073","doi":"10.1097/sla.0000000000006028","title":"Delayed Surgical Intervention After Chemoradiotherapy in Esophageal Cancer","year":2023,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Chemoradiotherapy; Esophageal cancer; Intervention (counseling); Oncology; Surgery; General surgery; Cancer; Radiation therapy; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004688998,0.0001479422,0.0002220555,0.0001958896,0.000170966,0.0003643175,0.0002467228,0.0002252136,0.001020615],"category_scores_gemma":[0.002995189,0.00009108111,0.0004479837,0.000294703,0.0001689705,0.0002221072,0.0003262127,0.0004078821,0.0000799095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747293,"about_ca_system_score_gemma":0.0003345269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100712,"about_ca_topic_score_gemma":0.001522689,"domain_scores_codex":[0.9997566,0.00005596649,0.0000290311,0.00004808559,0.00005470372,0.0000554966],"domain_scores_gemma":[0.9975256,0.000609096,0.00143427,0.00008475631,0.0001056148,0.0002407353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080739,0.00005040958,0.9921378,0.00005711702,0.00008003397,0.0002963547,0.00002911008,0.0001938923,0.0004206177,0.00002234008,0.00007758578,0.005553917],"study_design_scores_gemma":[0.00002866691,0.0008136297,0.996689,0.00003223685,0.00007064388,0.001292563,0.00008367076,0.000316587,0.0003185003,0.00003737776,0.0003126108,0.000004587003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982232,0.001378612,0.00009922709,0.00003859534,0.00001334957,0.00000419666,0.00006893722,0.00000232688,0.0001716434],"genre_scores_gemma":[0.9995613,0.0002027127,0.00005075326,0.0000160356,0.00001471734,0.000002948806,0.00009600618,8.258116e-7,0.00005472036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020615,"threshold_uncertainty_score":0.003414273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758106553259501,"score_gpt":0.4332902198954703,"score_spread":0.2574795645695202,"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."}}