{"id":"W2765133418","doi":"10.3747/co.24.3677","title":"Shifting Practice in Definitive Chemoradiation for Localized Esophageal Cancer","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Carboplatin; Medicine; Cisplatin; Hazard ratio; Regimen; Paclitaxel; Concomitant; Internal medicine; Oncology; Cancer; Chemotherapy; Surgery; Confidence interval","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":[0.00149952,0.0001032668,0.0002108412,0.0004434837,0.000567158,0.0007107103,0.0005696421,0.0006020401,0.002655167],"category_scores_gemma":[0.01007308,0.00009929758,0.0002122016,0.0008993033,0.0008528669,0.000678559,0.001248491,0.0007048233,0.0008083882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115806,"about_ca_system_score_gemma":0.001270348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374417,"about_ca_topic_score_gemma":0.002504477,"domain_scores_codex":[0.9984434,0.0005000925,0.0001605407,0.0002705406,0.0004403299,0.0001849865],"domain_scores_gemma":[0.9942483,0.001092876,0.003102252,0.0003912741,0.0004665267,0.0006988707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004753567,0.0002639866,0.7633198,0.0003746026,0.00005293384,0.002789999,0.003350212,0.001381484,0.002040342,0.0008215198,0.003808024,0.2213218],"study_design_scores_gemma":[0.0001053742,0.001748605,0.9341994,0.0005440867,0.00004954071,0.02030232,0.008001957,0.00184295,0.001961598,0.002941267,0.02825818,0.00004484765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983609,0.006247633,0.001838502,0.002668603,0.00008332191,0.00005191229,0.00007729893,0.00004123318,0.005382377],"genre_scores_gemma":[0.9961176,0.002103964,0.0008232771,0.0003627306,0.00006591127,0.00002140391,0.00009992743,0.00001178848,0.0003933845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655167,"threshold_uncertainty_score":0.008882463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941326912174767,"score_gpt":0.5274191719830228,"score_spread":0.3332864807655461,"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."}}