{"id":"W2961284463","doi":"10.1093/annonc/mdz154.022","title":"Significant differences in outcome between Immunoscore categories in stage I colon cancer patients","year":2019,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Stage (stratigraphy); Oncology; Colorectal cancer; Cancer; Cohort","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":[0.0001946774,0.0001644695,0.0002346727,0.0003986871,0.0002225241,0.0004046641,0.0001384367,0.0002471664,0.002176544],"category_scores_gemma":[0.001172209,0.00006581304,0.0003738712,0.000296858,0.0001732647,0.0002595636,0.0003403239,0.0003946911,0.0002148984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345655,"about_ca_system_score_gemma":0.0002943161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483292,"about_ca_topic_score_gemma":0.003533901,"domain_scores_codex":[0.9998199,0.00002827715,0.00001338776,0.00002941666,0.0000235882,0.00008542481],"domain_scores_gemma":[0.9994741,0.0001260055,0.0001511262,0.00001943543,0.00004651923,0.0001828997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001515163,0.00003298189,0.9920161,0.00001158101,0.00006760169,0.0001441746,0.00007724958,0.0000648156,0.001430628,0.00006630053,0.0002161788,0.004357278],"study_design_scores_gemma":[0.00001324602,0.0002710151,0.9987743,0.000004146054,0.00003704014,0.0001535983,0.0001682725,0.000133664,0.0001285438,0.00009839181,0.0002142778,0.000003413757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982473,0.0002059702,0.00005435196,0.00006200876,0.00001522931,0.000002830999,0.0001763619,0.000003065837,0.001232971],"genre_scores_gemma":[0.9994747,0.00003988752,0.00001477199,0.00002129291,0.00001246789,0.000002000966,0.0001872884,0.000001441368,0.0002461225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002176544,"threshold_uncertainty_score":0.007281303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209398430349357,"score_gpt":0.3876873384661781,"score_spread":0.2667474954312424,"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."}}