{"id":"W3097129491","doi":"10.21037/tcr-20-2365","title":"Immunohistochemical detection of cancer-associated fibroblasts in gastrointestinal cancer as a potential prognostic biomarker of survival: meta-analysis","year":2020,"lang":"en","type":"article","venue":"Translational Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gastrointestinal cancer; Cancer; Meta-analysis; Medicine; Biomarker; Immunohistochemistry; Internal medicine; Oncology; Cancer-Associated Fibroblasts; Pathology; Colorectal cancer; Cancer cell; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007039379,0.0001916842,0.001032615,0.0004775487,0.00005250881,0.000009862601,0.0001564714,0.00008534913,0.003208504],"category_scores_gemma":[0.0002010439,0.0001722671,0.0007582151,0.002879513,0.0002553208,0.00007180969,0.00003261951,0.0004615461,0.000002425623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600397,"about_ca_system_score_gemma":0.001152278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04133906,"about_ca_topic_score_gemma":0.01141201,"domain_scores_codex":[0.9966605,0.0002639901,0.000689425,0.0004561946,0.001516567,0.0004133116],"domain_scores_gemma":[0.99821,0.0002590957,0.0001946665,0.0001743056,0.0009638036,0.0001980993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004963926,0.0003462282,0.04171672,0.0005583328,0.02177229,0.0000227651,0.0004735352,0.00569622,0.9209273,0.0000213472,0.0000632622,0.00343803],"study_design_scores_gemma":[0.009373983,0.00168707,0.4902329,0.0006310338,0.09067495,0.00001781288,0.000318877,0.01679934,0.3888064,0.0002299197,0.0005388713,0.0006888123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777206,0.01405114,0.0008904575,0.005284681,0.00004620358,0.0009630721,0.0007796733,0.00002418367,0.0002400008],"genre_scores_gemma":[0.9987811,0.0002941729,0.0002385577,0.0000418512,0.00006808168,0.000363565,0.00007183559,0.00002887531,0.0001119075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5321209,"threshold_uncertainty_score":0.9977027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044972177902924,"score_gpt":0.4426818484288365,"score_spread":0.2381846306385441,"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."}}