{"id":"W3013528572","doi":"10.1093/jncics/pkaa023","title":"Contribution of Immunoscore and Molecular Features to Survival Prediction in Stage III Colon Cancer","year":2020,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; Sanofi; Pfizer; Institut National de la Santé et de la Recherche Médicale; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Internal medicine; Hazard ratio; KRAS; Oncology; Stage (stratigraphy); Proportional hazards model; FOLFOX; Colorectal cancer; Confidence interval; Distributed File System; Cancer; Oxaliplatin","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":[0.001939095,0.0004738843,0.0004615396,0.0006861116,0.0001656142,0.0006362952,0.0002807648,0.0002532447,0.001391768],"category_scores_gemma":[0.004208746,0.000115875,0.0005416712,0.000471464,0.0002074348,0.0003140533,0.0004902855,0.0005229344,0.0002716836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710094,"about_ca_system_score_gemma":0.0004369935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565624,"about_ca_topic_score_gemma":0.002610586,"domain_scores_codex":[0.9995004,0.000269634,0.00003239886,0.00006542199,0.00007421184,0.00005787731],"domain_scores_gemma":[0.9973294,0.001622851,0.0004125148,0.0001252012,0.0002181352,0.0002918343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033027,0.00003816139,0.9833242,0.00002236985,0.000126358,0.00002833378,0.000009928123,0.001366657,0.0005170718,0.00002428563,0.0003318363,0.01317772],"study_design_scores_gemma":[0.00008829271,0.001002277,0.9360303,0.00003634011,0.0004385451,0.0003721561,0.00006545732,0.05842256,0.001584844,0.0007889553,0.001145119,0.00002516945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960868,0.0007867849,0.001837942,0.0001545359,0.00002723949,0.0000124926,0.0005123558,0.00002487352,0.0005569911],"genre_scores_gemma":[0.9985499,0.00009186341,0.000699265,0.0000237337,0.00002961229,0.000006236306,0.0004426064,0.000005753785,0.0001509194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939095,"threshold_uncertainty_score":0.01025498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165809782996126,"score_gpt":0.2849673821602328,"score_spread":0.2733092843302715,"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."}}