{"id":"W4289334174","doi":"10.1016/j.athoracsur.2022.07.029","title":"Long-Term Quality of Life After Esophagectomy for Esophageal Cancer","year":2022,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Quality of life (healthcare); Population; Stage (stratigraphy); Cancer; Surgery; Normative; Physical therapy; General surgery; Internal medicine","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":[0.001258976,0.0002602966,0.000591152,0.0006900658,0.0006543794,0.001104189,0.0004256303,0.0007791812,0.001754717],"category_scores_gemma":[0.004776245,0.0001136287,0.00166536,0.00086806,0.0004625017,0.0009382059,0.0009974602,0.001234548,0.0002675325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009840272,"about_ca_system_score_gemma":0.0005657346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325569,"about_ca_topic_score_gemma":0.007985354,"domain_scores_codex":[0.9991713,0.0002783464,0.0001070288,0.00006889571,0.0001316192,0.0002428348],"domain_scores_gemma":[0.9967879,0.000588692,0.001000308,0.0001038005,0.0003958504,0.001123506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001390028,0.0004488609,0.9784213,0.0001443323,0.0008192422,0.0004083132,0.0002447177,0.0003438534,0.0002388428,0.00007323907,0.0006592632,0.01680799],"study_design_scores_gemma":[0.00002290814,0.0007261948,0.99771,0.00003747271,0.0001733008,0.0002342769,0.0003267962,0.0001586101,0.00004663768,0.00008899663,0.0004579274,0.00001679901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887602,0.007376835,0.00009758046,0.000834753,0.0001464884,0.00001473365,0.0008707103,0.000006419816,0.00189231],"genre_scores_gemma":[0.9975069,0.0007478533,0.00005069021,0.0002049716,0.00006815288,0.000008635479,0.001036597,0.000001845391,0.0003743029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003325569,"threshold_uncertainty_score":0.007139683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896826965364315,"score_gpt":0.4714112367461726,"score_spread":0.2817285402097411,"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."}}