{"id":"W6920547933","doi":"10.60692/3ha9n-xqw25","title":"Immune–related biomarkers shared by inflammatory bowel disease and liver cancer","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Inflammatory bowel disease; Gene; Colorectal cancer; microRNA; Hepatocellular carcinoma; Immune system; Disease; Liver cancer; Mechanism (biology)","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":[0.0004257871,0.0002876807,0.000462054,0.001671759,0.0002092156,0.000575343,0.0001063983,0.0001990164,0.001430164],"category_scores_gemma":[0.000770784,0.00008680075,0.0002905545,0.001352298,0.0002504789,0.0002940603,0.0003787915,0.0002395598,0.0001227519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611479,"about_ca_system_score_gemma":0.0003268076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309877,"about_ca_topic_score_gemma":0.001027143,"domain_scores_codex":[0.9996457,0.0001250144,0.00004029461,0.00006976388,0.00007522993,0.00004402185],"domain_scores_gemma":[0.9994555,0.00009653502,0.0003282561,0.00002255638,0.00005241175,0.00004475608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001483571,0.0001440753,0.8612801,0.0006959413,0.0004853785,0.001089293,0.0002060043,0.001059171,0.06607065,0.001253558,0.0009290182,0.06530334],"study_design_scores_gemma":[0.00002638097,0.0003488565,0.9817062,0.00005179882,0.0002626768,0.001687743,0.000206818,0.003435954,0.007378629,0.001603647,0.003271303,0.00001995699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808204,0.01301112,0.002785924,0.0004065523,0.00003777506,0.00004061211,0.0007800687,0.00005180699,0.002065652],"genre_scores_gemma":[0.9964098,0.001193256,0.001547518,0.00006759923,0.00003193341,0.00001356169,0.0004036446,0.00000288261,0.0003297405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671759,"threshold_uncertainty_score":0.004784346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491841006839618,"score_gpt":0.209146296470441,"score_spread":0.1942278864020448,"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."}}