{"id":"W2801973593","doi":"10.1159/000486720","title":"Actionable Locoregional Relapses after Therapy of Localized Esophageal Cancer: Insights from a Large Cohort","year":2018,"lang":"en","type":"article","venue":"Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Cohort; Salvage therapy; Esophageal cancer; Cancer; Radiology; Endoscopy; Adenocarcinoma; Metastasis; Surgery; Internal medicine; Oncology; Chemotherapy","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":[0.0004872425,0.0002014084,0.0002981656,0.0004905363,0.0003161631,0.0005297715,0.0002599673,0.0002877306,0.001103283],"category_scores_gemma":[0.001397411,0.0001376133,0.0003481351,0.0004750897,0.0002302194,0.0004838941,0.0005361243,0.0004248291,0.0002629852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119246,"about_ca_system_score_gemma":0.0002338527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448522,"about_ca_topic_score_gemma":0.002175025,"domain_scores_codex":[0.9997067,0.00006543904,0.00002607062,0.0001012436,0.00005221616,0.00004825136],"domain_scores_gemma":[0.9992535,0.0001531684,0.0003477961,0.00007624047,0.00004863511,0.0001206843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787903,0.00005246298,0.9940006,0.00001071102,0.00004048156,0.0005481254,0.0001343615,0.00003981186,0.0004915807,0.0000166882,0.0001632212,0.004323186],"study_design_scores_gemma":[0.00001615651,0.0002367431,0.995841,0.00001078554,0.00003173793,0.002761833,0.0003445923,0.0001999146,0.0001142505,0.00003084114,0.0004045378,0.000007581287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992732,0.0003103672,0.00007322036,0.00003604347,0.000002333236,0.000006533994,0.0001348421,0.000002206387,0.000161228],"genre_scores_gemma":[0.9990305,0.0003145593,0.00009333092,0.00003880192,0.00001581381,0.00001006936,0.0003928642,0.000002675326,0.0001014326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001448522,"threshold_uncertainty_score":0.003690839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292185919094723,"score_gpt":0.3555991598435051,"score_spread":0.3326773006525579,"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."}}