{"id":"W3191325730","doi":"10.1097/mnm.0000000000001457","title":"Incidence and relevance of clinically indeterminate nonregional lymph nodes in the treatment of oesophageal cancer","year":2021,"lang":"en","type":"article","venue":"Nuclear Medicine Communications","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Radiology; Lymph; Lymph node; Indeterminate; Retrospective cohort study; Cancer; Surgery; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368555,0.0001410046,0.0002637468,0.0008738543,0.0002589604,0.0008036834,0.0005367926,0.0005441253,0.0007722577],"category_scores_gemma":[0.01625218,0.0001758591,0.0002090925,0.001253582,0.000556167,0.0006184767,0.0004282291,0.0004371656,0.0001522919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757254,"about_ca_system_score_gemma":0.0006256561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710197,"about_ca_topic_score_gemma":0.002298473,"domain_scores_codex":[0.9974602,0.0009752254,0.00039123,0.0002842583,0.0007279976,0.0001612618],"domain_scores_gemma":[0.9886491,0.004217688,0.005331937,0.0003336041,0.00100561,0.000461906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008943655,0.00001105094,0.9941117,0.00006500148,0.00001514425,0.000508193,0.00005902506,0.00009320272,0.0002023311,0.00001412169,0.00006428739,0.004766553],"study_design_scores_gemma":[0.000007869518,0.0001626695,0.9927994,0.0000693102,0.0000377397,0.005700778,0.0003102955,0.0002648071,0.0002225701,0.00002423432,0.0003958869,0.0000043917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856225,0.01299355,0.0001408665,0.0002070228,0.00001394812,0.00001521928,0.0001298805,0.000004988224,0.0008720557],"genre_scores_gemma":[0.999043,0.000775317,0.00006899896,0.0000190749,0.00001334479,0.00000339447,0.00005316904,0.000001187238,0.00002241233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002368555,"threshold_uncertainty_score":0.01252627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08000352143768977,"score_gpt":0.4152291866197372,"score_spread":0.3352256651820474,"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."}}