{"id":"W3005328484","doi":"10.1200/jco.2020.38.4_suppl.452","title":"Relationship between PET response and pathologic response in distal esophageal/gastroesophageal junction (DE/GEJ) cancers.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Dalhousie University","funders":"","keywords":"Medicine; Esophageal cancer; Neoadjuvant therapy; Perioperative; Internal medicine; Complete response; Adenocarcinoma; Cancer; Chemotherapy; Gastroenterology; Oncology; Surgery; Breast cancer","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":[0.0006519529,0.00008830351,0.0001833946,0.0003384276,0.0001205541,0.0003739218,0.000134692,0.0001777484,0.00105436],"category_scores_gemma":[0.0022339,0.0000713508,0.0001488271,0.0004979619,0.0001960263,0.0002235385,0.0002117321,0.0002273083,0.0001634675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311915,"about_ca_system_score_gemma":0.0001844647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582442,"about_ca_topic_score_gemma":0.003156082,"domain_scores_codex":[0.9996954,0.00008698583,0.00005264382,0.00005801202,0.00006437329,0.00004258956],"domain_scores_gemma":[0.9984285,0.0004597873,0.0008029979,0.00005114151,0.0001298878,0.0001277601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555322,0.00001521827,0.9966637,0.0000233701,0.00001678234,0.00009442811,0.00001873744,0.00006911776,0.0003202765,0.000005667777,0.00004855104,0.00236856],"study_design_scores_gemma":[0.000005035987,0.0001707429,0.9983557,0.000006938173,0.00002062905,0.0006861031,0.00008048287,0.0002034851,0.000212789,0.00001210838,0.0002444263,0.000001444441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981488,0.0006855897,0.00009464983,0.00004559631,0.000002958209,0.00001225789,0.0004194819,0.0000032134,0.0005874879],"genre_scores_gemma":[0.9993931,0.0001198348,0.00006146755,0.00001434473,0.000004189239,0.000005317136,0.0003209885,0.000001073947,0.00007974529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001582442,"threshold_uncertainty_score":0.003527164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842330391711632,"score_gpt":0.4834497906582558,"score_spread":0.2992167514870925,"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."}}