{"id":"W4318070812","doi":"10.1001/jamaoncol.2022.6911","title":"Association of Inflammatory Biomarkers With Survival Among Patients With Stage III Colon Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Hazard ratio; Colorectal cancer; Proportional hazards model; Cancer; Oncology; Biomarker; Prospective cohort study; Cohort; 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":[0.0006917984,0.0002006622,0.0005057225,0.0002827479,0.00008045619,0.00001201954,0.0001196033,0.000329924,0.000229229],"category_scores_gemma":[0.0002098733,0.0001571968,0.0000747016,0.0006474783,0.0002482581,0.0001537602,0.00007402587,0.0002096925,0.00002760623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009331563,"about_ca_system_score_gemma":0.0006492064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661765,"about_ca_topic_score_gemma":0.001081114,"domain_scores_codex":[0.9980053,0.000206796,0.0004028108,0.0003211361,0.0006400184,0.0004239267],"domain_scores_gemma":[0.998077,0.0003130989,0.0005955234,0.0002739375,0.0005673205,0.0001731068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005763091,0.0002215314,0.9793164,0.0002411957,0.001257386,0.0001446649,0.0002926985,0.00001790518,0.0004305975,0.00002359888,0.009000008,0.003290962],"study_design_scores_gemma":[0.009646877,0.0009186862,0.9754139,0.0001672198,0.0003886661,8.523306e-7,0.0003314055,0.0001164035,0.0009745787,0.000003962843,0.0118591,0.0001783189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930738,0.00002186903,0.000004977849,0.001063023,0.0003488766,0.0009555955,0.00009464844,0.000162471,0.00427478],"genre_scores_gemma":[0.9975673,0.00003200076,0.0002017168,0.0001858649,0.0001107226,0.0002870097,0.0001541283,0.00004920489,0.001412073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00449352,"threshold_uncertainty_score":0.6410299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00977426076898849,"score_gpt":0.2715399056885958,"score_spread":0.2617656449196073,"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."}}