{"id":"W4295063545","doi":"10.3390/cancers14184346","title":"Clinical Performance of the Consensus Immunoscore in Colon Cancer in the Asian Population from the Multicenter International SITC Study","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Cancer Institute; Labex Immuno-Oncology; Ligue Contre le Cancer; Institut National de la Santé et de la Recherche Médicale; Assistance publique-Hôpitaux de Paris; Ministry of Education, Culture, Sports, Science and Technology; Society for Immunotherapy of Cancer; Neuroendocrine Tumor Research Foundation; Japan Agency for Medical Research and Development","keywords":"Medicine; Internal medicine; Stage (stratigraphy); Oncology; Colorectal cancer; Population; Proportional hazards model; Gastroenterology; Cancer","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":[0.002003491,0.0004586925,0.0003316534,0.0008295896,0.0003825925,0.000715408,0.0003933326,0.0003681575,0.0008667904],"category_scores_gemma":[0.002922712,0.0001231164,0.0004195863,0.0009060092,0.0002780076,0.00034884,0.0007587054,0.0003695433,0.0002396805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038383,"about_ca_system_score_gemma":0.0003922341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00463065,"about_ca_topic_score_gemma":0.006171881,"domain_scores_codex":[0.9994351,0.0001982255,0.00005800393,0.0001298398,0.0001010246,0.0000777466],"domain_scores_gemma":[0.9980174,0.0001831546,0.0008222617,0.0001926642,0.0004050483,0.0003794639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160111,0.000009701356,0.9986987,0.000005720422,0.00004371699,0.00001387571,0.00003391959,0.0000351863,0.0000793453,0.00000754951,0.0001050246,0.000807021],"study_design_scores_gemma":[0.00001618051,0.0001018909,0.9989512,0.000007388072,0.0000644587,0.0001022196,0.0001424691,0.0002182867,0.0000777031,0.00002136104,0.0002932719,0.000003485824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984426,0.0002742633,0.0001046285,0.00004591904,0.000009042806,0.00001436168,0.0004753546,0.000004838064,0.0006290756],"genre_scores_gemma":[0.9990601,0.00005969182,0.00008072237,0.00002043268,0.00001065643,0.00001199722,0.0006882428,0.00000223087,0.00006594283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00463065,"threshold_uncertainty_score":0.01059562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344347572143396,"score_gpt":0.3535300641163454,"score_spread":0.3200865883949114,"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."}}