{"id":"W2051787181","doi":"10.1016/s0960-7404(01)00026-3","title":"Palliation of oesophageal cancer","year":2001,"lang":"en","type":"article","venue":"Surgical Oncology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Cancer; Medicine; General surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001555462,0.00007341769,0.0003584565,0.00005673499,0.00002009105,8.72879e-7,0.00004420907,0.0001872869,0.002145636],"category_scores_gemma":[0.00002736311,0.00005546693,0.00008373603,0.0001557876,0.0001139925,0.00002038948,0.00002399154,0.0001530306,0.00006002033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006548376,"about_ca_system_score_gemma":0.0001176199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005905787,"about_ca_topic_score_gemma":0.00003044025,"domain_scores_codex":[0.9992353,0.00007191888,0.0002433418,0.0001540538,0.0001087198,0.0001866398],"domain_scores_gemma":[0.9995011,0.0001280405,0.00008020602,0.0001106295,0.00008017552,0.0000998529],"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":[0.001557451,0.0008728509,0.3064953,0.00006737786,0.00007808289,0.00857811,0.0002383228,0.00002691774,0.002719125,0.005482208,0.001053004,0.6728313],"study_design_scores_gemma":[0.003237506,0.001793855,0.2033685,0.00002209369,0.00009177229,0.001018628,0.00002608023,0.0001296914,0.001417297,0.0007718535,0.788034,0.00008870404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566806,0.002012452,0.00007023707,0.003857494,0.0003839057,0.0001798732,0.000006655826,0.00004359408,0.1367652],"genre_scores_gemma":[0.9942831,0.001143028,0.0002586731,0.0005654405,0.0003377026,0.00001982331,0.00001439671,0.000007423494,0.003370355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.786981,"threshold_uncertainty_score":0.9987665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430655861320905,"score_gpt":0.3814918983370422,"score_spread":0.3471853397238331,"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."}}