{"id":"W4225253058","doi":"10.3390/genes13050807","title":"Cancer-Testis Gene Biomarkers Discovered in Colon Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Genes","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Plan for Science, Technology and Innovation","keywords":"Cancer; Colorectal cancer; Malignancy; Biomarker; Breast cancer; Population; Medicine; Antigen; Oncology; Gene; Cancer research; Internal medicine; Biology; Immunology; Genetics","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":[0.00007871108,0.0001161942,0.00012825,0.0006259349,0.0002097025,0.0002600927,0.00006311745,0.0001847157,0.0008649654],"category_scores_gemma":[0.0003287641,0.00007352589,0.0001047386,0.0006572007,0.0001263355,0.0001053067,0.0001322602,0.0001290896,0.00008985773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128464,"about_ca_system_score_gemma":0.0001281265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074215,"about_ca_topic_score_gemma":0.004773213,"domain_scores_codex":[0.9999245,0.000009668607,0.00001018341,0.00001777158,0.0000193508,0.00001853964],"domain_scores_gemma":[0.9998003,0.00002682711,0.00009180843,0.00000730314,0.00004411731,0.00002980032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003712075,0.00001672938,0.9627969,0.00006155103,0.00001757284,0.00108978,0.0002481621,0.00006307434,0.03005833,0.00003375293,0.0001218764,0.005121054],"study_design_scores_gemma":[0.000008140521,0.0001893435,0.9875727,0.00001519549,0.00003914041,0.003708674,0.0005813016,0.0002791212,0.006262698,0.00002540627,0.001313329,0.000004912644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992068,0.0004001956,0.00004292807,0.0000157169,0.000002179384,0.000004054234,0.0001200928,0.000002037987,0.000205975],"genre_scores_gemma":[0.9992675,0.0001973907,0.0001641192,0.00002285007,0.000002552582,0.000002425274,0.000171832,6.496851e-7,0.0001706555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074215,"threshold_uncertainty_score":0.006112695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112018356788409,"score_gpt":0.2506287319214332,"score_spread":0.2394268962425923,"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."}}