{"id":"W2016337664","doi":"10.1016/j.jtcvs.2008.09.049","title":"Health-related quality of life in esophageal cancer: Effect of neoadjuvant chemoradiotherapy followed by surgical intervention","year":2009,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of British Columbia; Toronto General Hospital; University of Toronto","funders":"Pfizer","keywords":"Medicine; Esophageal cancer; Esophagectomy; Neoadjuvant therapy; Quality of life (healthcare); Chemoradiotherapy; Esophagus; Surgery; Cancer; Prospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006294637,0.0001686054,0.00248787,0.0002625414,0.00002495982,0.000007741438,0.00006372745,0.0001016033,0.00004966697],"category_scores_gemma":[0.000189812,0.0001210896,0.001906573,0.0003261899,0.00007237984,0.0001003875,0.00001152557,0.0002993297,3.702003e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536027,"about_ca_system_score_gemma":0.0002739386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006992271,"about_ca_topic_score_gemma":0.000007421117,"domain_scores_codex":[0.9964583,0.001002479,0.001314761,0.0001755257,0.0007995817,0.0002493527],"domain_scores_gemma":[0.9984587,0.0002819553,0.0005941752,0.0002275038,0.0001405714,0.0002970473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009460215,0.0005211195,0.3798234,0.001281321,0.002928014,0.0008583477,0.0001288039,0.00005705968,0.0002336044,0.000002867979,0.0008523724,0.6038529],"study_design_scores_gemma":[0.01926357,0.007180996,0.9408547,0.003790447,0.0008952583,0.001140583,0.00009751283,0.0000673274,0.02587037,0.00007288502,0.0004311432,0.000335198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.631913,0.3673611,0.0000449138,0.000400714,0.00007779074,0.0001765738,0.000007971526,0.000003705328,0.00001422199],"genre_scores_gemma":[0.9808224,0.01898127,0.00003361173,0.00003175451,0.0000747782,0.000005182562,0.000008748303,0.00001192945,0.00003036638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6035177,"threshold_uncertainty_score":0.4937891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074171404514616,"score_gpt":0.3650612146473114,"score_spread":0.3443195006021652,"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."}}