{"id":"W4281478061","doi":"10.1111/1759-7714.14433","title":"The quality of life in neoadjuvant versus adjuvant therapy of esophageal cancer treatment trial (<scp>QUINTETT</scp>): Randomized parallel clinical superiority trial","year":2022,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Esophageal cancer; Neoadjuvant therapy; Radiation therapy; Adverse effect; Chemotherapy; Epirubicin; Internal medicine; Randomized controlled trial; Quality of life (healthcare); Fluorouracil; Dysphagia; Oncology; Adjuvant; Chemoradiotherapy; Surgery; Cancer; Breast cancer; Cyclophosphamide","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005318701,0.0004030673,0.002780337,0.0001511771,0.000242897,0.00002053559,0.0003606433,0.0001321902,0.0006361405],"category_scores_gemma":[0.001440954,0.0002480507,0.001175663,0.0005037643,0.0008353702,0.00007269095,0.000158576,0.0006639917,0.000003936603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150636,"about_ca_system_score_gemma":0.003104995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089243,"about_ca_topic_score_gemma":0.003202322,"domain_scores_codex":[0.991826,0.003193909,0.002245826,0.0006335478,0.001416952,0.0006837731],"domain_scores_gemma":[0.9930944,0.004695754,0.0008089781,0.0008095914,0.0002178493,0.0003733817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.905404,0.002303445,0.01205489,0.00005604471,0.001315614,0.00005625964,0.0009998557,0.0001233056,0.00002977571,0.000131954,0.0002470719,0.07727778],"study_design_scores_gemma":[0.9767426,0.01005757,0.008797449,0.00004867083,0.0002684058,0.000001661078,0.0007715383,0.0001413803,0.0007083369,0.0001106902,0.002246088,0.0001056668],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869241,0.1025092,0.000008215628,0.00113844,0.00208887,0.006735552,0.0003331582,0.00003200141,0.0002304659],"genre_scores_gemma":[0.9516231,0.04021319,0.0000548656,0.0001294865,0.000899149,0.006381959,0.00004409348,0.0000434426,0.0006107104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07717212,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162281856871122,"score_gpt":0.4941299816869578,"score_spread":0.3318481248158357,"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."}}