{"id":"W2028015243","doi":"10.4021/wjon2010.04.201w","title":"F-18-FDG and C-11-Choline Positron Emission Tomography in Human Esophago-Gastric Cancer: Prediction of Response to Therapy","year":2010,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Positron emission tomography; Standardized uptake value; Pathological; Choline; Chemotherapy; Biopsy; Cancer; Immunohistochemistry; Esophageal cancer; Nuclear medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005491964,0.0001750282,0.0002120149,0.0002748084,0.0001009823,0.0002822482,0.0001099431,0.0004931579,0.00117261],"category_scores_gemma":[0.0009615179,0.0001094201,0.0001110205,0.0001348304,0.0001796643,0.0001306911,0.000101419,0.000174106,0.0002891829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148732,"about_ca_system_score_gemma":0.0001144463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005969785,"about_ca_topic_score_gemma":0.0007487458,"domain_scores_codex":[0.999879,0.00006681572,0.000007956109,0.00001480732,0.00001456032,0.00001685068],"domain_scores_gemma":[0.9997726,0.0001058327,0.00004428832,0.00001220594,0.00002349069,0.00004151004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007416153,0.0003155599,0.9357666,0.00009604685,0.00007651078,0.0005848128,0.0001103279,0.0008318725,0.0313244,0.00002661563,0.0002656328,0.02318544],"study_design_scores_gemma":[0.0004587536,0.004328105,0.9743909,0.00002481713,0.0001133071,0.005846076,0.0002104907,0.002961475,0.009835917,0.00007390735,0.001737237,0.00001903104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980558,0.001328979,0.0001963772,0.00003804676,0.000003405321,0.00001624006,0.00005390127,0.000003979162,0.0003031838],"genre_scores_gemma":[0.9986243,0.0004825608,0.0004276075,0.00003186864,0.00001040837,0.00002457641,0.0001529314,0.00000154589,0.0002442022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117261,"threshold_uncertainty_score":0.00392276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725483032957975,"score_gpt":0.3813035707020528,"score_spread":0.354048740372473,"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."}}