{"id":"W2783535369","doi":"10.21037/atm.2017.11.38","title":"Quality of life assessment in esophagectomy patients","year":2018,"lang":"en","type":"review","venue":"Annals of Translational Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Quality of life (healthcare); Intensive care medicine; Cancer; 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":[0.001088587,0.0007022176,0.001380019,0.002352757,0.0002074704,0.0007834275,0.0006777282,0.0006800366,0.001903382],"category_scores_gemma":[0.002714182,0.0001576688,0.001182986,0.002341945,0.0003568611,0.0007319663,0.0006295017,0.001191649,0.000330199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006653281,"about_ca_system_score_gemma":0.0008817784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343169,"about_ca_topic_score_gemma":0.002356144,"domain_scores_codex":[0.9994262,0.0001876506,0.000127395,0.00005950642,0.0001698328,0.00002943078],"domain_scores_gemma":[0.9991601,0.00048731,0.0001765092,0.0000163048,0.0001320792,0.00002768398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323853,0.00005235877,0.002465218,0.03938407,0.000532374,0.00007375811,0.0001084301,0.0001860906,0.0001724898,0.0009635556,0.01219314,0.9437361],"study_design_scores_gemma":[0.0002588315,0.0006455217,0.0714067,0.1958522,0.004611638,0.005176667,0.0008511126,0.0007807451,0.0008677251,0.005093538,0.7143038,0.0001514981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003159185,0.9989954,0.00005179215,0.0001801102,0.00006736616,0.000006995676,0.0000240122,0.000001558525,0.0003568535],"genre_scores_gemma":[0.004515918,0.9947706,0.0002217163,0.0001883482,0.00009594242,0.0000240664,0.00005505245,8.105826e-7,0.0001275695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002352757,"threshold_uncertainty_score":0.006367445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.297945251767017,"score_gpt":0.5361672324908933,"score_spread":0.2382219807238763,"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."}}