{"id":"W7127073693","doi":"10.1093/carcin/bgag006","title":"Smoking, alcohol, and colon cancer survival are modified by immune biomarkers: a population-representative study","year":2025,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Barts Cancer Institute; Centre for Public Health, Queen's University Belfast; Health and Social Care Research and Development Division; Northern Ireland Chest Heart and Stroke; Queen's University; Cancer Research UK; Queen's University Belfast; Northern Cancer Care and Research Society; Ministerio de Educación de la Nación; Friends of the Cancer Centre; Public Health Agency; Northern Ireland Connected Health Innovation Centre; Health and Social Care Board; National Cancer Registry Ireland","keywords":"Immune system; Colorectal cancer; Proportional hazards model; Tissue microarray; Survival analysis; Biomarker; Cancer; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008772706,0.0002613884,0.0003807521,0.0005802142,0.0004328823,0.0005677846,0.000297018,0.0004867577,0.00101906],"category_scores_gemma":[0.00206395,0.0004504197,0.00054368,0.0009004651,0.0003217302,0.0004229214,0.0005002076,0.0004161355,0.0002764967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772194,"about_ca_system_score_gemma":0.0002512876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007442594,"about_ca_topic_score_gemma":0.01149557,"domain_scores_codex":[0.9993663,0.000258143,0.00005011924,0.0001681847,0.00008572997,0.00007139955],"domain_scores_gemma":[0.998855,0.0002141181,0.0003653234,0.0002648142,0.0001427966,0.0001580235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002975771,0.00004300978,0.9973388,0.00001402431,0.0002560758,0.00006734238,0.000138883,0.00004235327,0.0005801864,0.000009074712,0.00008595137,0.001126716],"study_design_scores_gemma":[0.00001264526,0.0001432533,0.9990616,0.000003055717,0.00009312463,0.0001810794,0.0001228702,0.0001186595,0.00004835428,0.00001156248,0.0001993596,0.000004354479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99922,0.0001493093,0.0001599556,0.00001614008,0.000003007115,0.00001583476,0.0002442141,0.000003630901,0.0001879828],"genre_scores_gemma":[0.9994622,0.00007072905,0.0001017387,0.00002191732,0.000007652212,0.00001553964,0.0001933993,0.000002162947,0.0001247544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007442594,"threshold_uncertainty_score":0.01479852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192735589967661,"score_gpt":0.4228407040142464,"score_spread":0.3035671450174803,"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."}}