{"id":"W4290994299","doi":"10.1200/po.22.00010","title":"Immunoscore Is Prognostic in Low-Risk and High-Risk Stage III Colon Carcinomas Treated With Adjuvant Infusional Fluorouracil, Leucovorin, and Oxaliplatin in a Phase III Trial","year":2022,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Oxaliplatin; Internal medicine; Hazard ratio; Oncology; Fluorouracil; Colorectal cancer; Proportional hazards model; Stage (stratigraphy); Chemotherapy; Cancer; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005721637,0.0003010569,0.001039823,0.0003545637,0.0003127974,0.00001741373,0.00007923634,0.0001395709,0.000420011],"category_scores_gemma":[0.0002266587,0.0002224524,0.00005313296,0.0004468652,0.0001610654,0.00008157812,0.0003558755,0.000616316,0.000001794249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007339765,"about_ca_system_score_gemma":0.0003974321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009136252,"about_ca_topic_score_gemma":0.006081983,"domain_scores_codex":[0.997574,0.0003926549,0.0006484155,0.0006365873,0.0003799662,0.000368411],"domain_scores_gemma":[0.9983795,0.0008626868,0.000320745,0.0002294692,0.0000791878,0.0001284657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3379231,0.002911405,0.4894932,0.00003615981,0.0001805026,0.001300539,0.00623051,0.00006317174,0.0004963271,0.00001969582,0.0003414722,0.1610039],"study_design_scores_gemma":[0.3521787,0.05602562,0.580734,0.0001471177,0.0003583975,0.0001503063,0.002171239,0.001438378,0.0002107313,0.00008375883,0.006182618,0.0003191647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941731,0.001941287,0.000006202622,0.0003083719,0.0001873435,0.002835788,0.0002505578,0.00003089673,0.0002664146],"genre_scores_gemma":[0.9967786,0.001065101,0.000197644,0.0001215055,0.00005716768,0.001023898,0.00009115399,0.00002477628,0.0006401445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1606848,"threshold_uncertainty_score":0.997462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893542963152335,"score_gpt":0.3079839319114025,"score_spread":0.2890485022798792,"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."}}