{"id":"W2255713821","doi":"10.6004/jnccn.2016.0006","title":"Use and Effectiveness of Adjuvant Chemotherapy for Stage III Colon Cancer: A Population-Based Study","year":2016,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Poisson regression; Internal medicine; Cancer registry; Colorectal cancer; Hazard ratio; Population; Cancer; Proportional hazards model; Propensity score matching; Stage (stratigraphy); Comorbidity; Oncology; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598697,0.0001431112,0.000524757,0.00006778089,0.00008562753,0.00001047118,0.00009405738,0.00004873811,0.00004358339],"category_scores_gemma":[0.0001416435,0.00007659509,0.0001880441,0.0002233867,0.00005315619,0.00009400692,0.00002599171,0.00009833048,8.977516e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007062156,"about_ca_system_score_gemma":0.0003533064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357531,"about_ca_topic_score_gemma":0.00006904073,"domain_scores_codex":[0.9985886,0.0001839228,0.0003853826,0.0001537708,0.0005437611,0.0001445763],"domain_scores_gemma":[0.9954544,0.002021911,0.0005610508,0.0000900375,0.001795577,0.00007696868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01550114,0.0002975961,0.9657587,0.0001148991,0.0008115136,0.000003858465,0.00005568988,0.01075478,0.003302787,0.0000599396,0.0005196412,0.002819422],"study_design_scores_gemma":[0.01212432,0.00105451,0.9819202,0.001047786,0.0002068134,0.000006063639,0.00001359337,0.0002920356,0.001360044,0.0002822776,0.001607598,0.00008470617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951674,0.001927126,0.000129113,0.0008890002,0.0005345489,0.001246801,0.00009429916,0.00000535689,0.000006402196],"genre_scores_gemma":[0.9986228,0.0001629325,0.0001644214,0.0004654049,0.0003827989,0.0001061841,0.000001947597,0.00001871686,0.00007473289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01616151,"threshold_uncertainty_score":0.3123457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853885366993404,"score_gpt":0.3620432166997192,"score_spread":0.3035043630297852,"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."}}