{"id":"W2215043107","doi":"10.3747/co.22.2661","title":"Management and Outcomes of Localized Esophageal and Gastroesophageal Junction Cancer in Older Patients","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Dysphagia; Esophageal cancer; Odds ratio; Gastroesophageal Junction; Internal medicine; Concomitant; Radiation therapy; Confidence interval; Cancer; Surgery; Adenocarcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006490187,0.0001399891,0.0003849302,0.0004831124,0.0002762021,0.0003688178,0.0001465144,0.0002534392,0.0007312883],"category_scores_gemma":[0.002662436,0.00006455452,0.0003690594,0.000634285,0.0002319061,0.000369754,0.0003946277,0.0002954561,0.0001234122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253908,"about_ca_system_score_gemma":0.0002584333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008175081,"about_ca_topic_score_gemma":0.001608822,"domain_scores_codex":[0.9996783,0.00009326594,0.00006054934,0.00004416593,0.00006243464,0.00006138771],"domain_scores_gemma":[0.998058,0.000253231,0.001264762,0.00003333015,0.0001048724,0.0002858893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554307,0.00002699902,0.9943632,0.00003953032,0.0000535637,0.0002219237,0.0001074783,0.0000659059,0.0001355977,0.00001530768,0.0001452735,0.004669751],"study_design_scores_gemma":[0.00001488329,0.0003910365,0.9974142,0.00004444872,0.00007234382,0.001216637,0.0002588857,0.00010935,0.00005473875,0.00005310964,0.0003663601,0.000004028843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968996,0.00231434,0.00004440168,0.0001300363,0.000006690048,0.000007346957,0.000153439,0.000002017856,0.0004422282],"genre_scores_gemma":[0.9989951,0.0006162979,0.0000432674,0.00005648333,0.00002489918,0.000007376654,0.0002159552,6.97989e-7,0.00003989695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008175081,"threshold_uncertainty_score":0.003432393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06049294603825978,"score_gpt":0.4094811818888041,"score_spread":0.3489882358505443,"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."}}