{"id":"W2775944430","doi":"10.1093/dote/dox151","title":"Complications during neoadjuvant therapy and prognosis following surgery for esophageal cancer","year":2017,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Cancerfonden; Institut National de la Santé et de la Recherche Médicale; Vetenskapsrådet; Karolinska Institutet; National Institute for Health and Care Research","keywords":"Medicine; Neoadjuvant therapy; Esophagectomy; Esophageal cancer; Hazard ratio; Proportional hazards model; Internal medicine; Surgery; Cancer; Adenocarcinoma; Population; Stage (stratigraphy); Oncology; Confidence interval; Breast cancer","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":[0.0004974735,0.0001269957,0.0002115599,0.0004027675,0.0002415375,0.0004293457,0.0001762381,0.0002422763,0.000720403],"category_scores_gemma":[0.003276779,0.0001309968,0.0005680989,0.0007373189,0.000230627,0.0002616679,0.0003973837,0.0003725768,0.00007945055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050745,"about_ca_system_score_gemma":0.0003150423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913259,"about_ca_topic_score_gemma":0.003772731,"domain_scores_codex":[0.9995922,0.0001325666,0.0000740525,0.00004321294,0.00007960259,0.00007836989],"domain_scores_gemma":[0.9972101,0.000513722,0.001762163,0.0001107833,0.0001426988,0.0002605918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008702803,0.000006180998,0.9987783,0.000007669119,0.00002534874,0.0000824232,0.00002238693,0.00003673003,0.00005376901,0.000005787056,0.00001975542,0.000874697],"study_design_scores_gemma":[0.000001253122,0.00005278643,0.9994397,0.000005888603,0.00001357079,0.0002748119,0.00005005809,0.00006888754,0.00002514641,0.00001474245,0.0000510942,0.000002148188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986916,0.0008725166,0.00007442354,0.00003779494,0.00000782055,0.000002930688,0.00007763151,0.000001837687,0.0002334043],"genre_scores_gemma":[0.9995186,0.0002435116,0.00003793433,0.000009914256,0.000008174595,0.000002110179,0.0001316256,7.583895e-7,0.00004736227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913259,"threshold_uncertainty_score":0.003804207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151913101551101,"score_gpt":0.3554046382356691,"score_spread":0.3038855072201581,"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."}}