{"id":"W2793031699","doi":"10.1016/j.brachy.2018.01.010","title":"Endoluminal high-dose-rate brachytherapy for locally recurrent or persistent esophageal cancer","year":2018,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Brachytherapy; Esophageal cancer; Surgery; Stage (stratigraphy); External beam radiotherapy; Radiation therapy; Esophagus; Radiology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004135335,0.0004503542,0.0006420573,0.0001789121,0.0003747269,0.00008385092,0.000233249,0.000156448,0.003360649],"category_scores_gemma":[0.00006603012,0.0003235271,0.0004341675,0.0003650041,0.0003402382,0.0001703537,0.00003463054,0.0002907985,0.0001772492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251884,"about_ca_system_score_gemma":0.0008813396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003853346,"about_ca_topic_score_gemma":0.0006088716,"domain_scores_codex":[0.9970538,0.0001253971,0.0004631958,0.0007992257,0.0005758808,0.0009825018],"domain_scores_gemma":[0.9979773,0.0002039274,0.0001570348,0.0005891513,0.0005149348,0.0005576598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0794016,0.002645966,0.01459265,0.0005125967,0.002703209,0.0008596458,0.00188825,0.00001947989,0.004292123,0.001517396,0.02290427,0.8686628],"study_design_scores_gemma":[0.1352785,0.1959379,0.2568232,0.001718628,0.001464528,0.001351692,0.0009960975,0.006226485,0.09326068,0.002168897,0.3017524,0.003020973],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346312,0.04230233,0.001917882,0.01115617,0.002144226,0.006164724,0.0004423009,0.0004010568,0.0008401047],"genre_scores_gemma":[0.973489,0.003294443,0.00301908,0.003512491,0.003304383,0.001521862,0.0001266015,0.0001290434,0.01160308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8656418,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04896897873588953,"score_gpt":0.3662779688636464,"score_spread":0.3173089901277569,"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."}}