{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093228,0.000313058,0.002657896,0.0005387662,0.00001970825,0.000001663555,0.0001641729,0.0001848864,0.0006496664],"category_scores_gemma":[0.0003956455,0.0002120452,0.0004395777,0.0005432999,0.0003236068,0.00005568589,0.00001990042,0.0003558772,0.000009145945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870585,"about_ca_system_score_gemma":0.001261367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308165,"about_ca_topic_score_gemma":0.00003536636,"domain_scores_codex":[0.995978,0.0002851727,0.001745592,0.0003535211,0.001362141,0.0002755503],"domain_scores_gemma":[0.9975387,0.0006134988,0.0006150919,0.0003619244,0.0005973754,0.0002734287],"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":[0.0007371934,0.002435927,0.06821769,0.08491168,0.001713281,0.00003893478,0.0002203985,0.000001014137,5.120548e-7,0.001469893,0.003114327,0.8371391],"study_design_scores_gemma":[0.01553056,0.007378005,0.6458562,0.0751543,0.001145589,0.000007220585,0.00002661843,0.00001025914,0.00001872463,0.001715492,0.25263,0.0005270012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004034732,0.9947795,0.00002171873,0.001052412,0.00009405879,0.00129827,0.00023516,0.000008574422,0.002106888],"genre_scores_gemma":[0.02926083,0.968794,0.0003264222,0.0001459039,0.0002483753,0.00008350208,0.001039984,0.00002998798,0.00007095997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8366122,"threshold_uncertainty_score":0.8646954,"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."}}