{"id":"W1844854109","doi":"10.1002/cncr.27935","title":"Association between adherence to National Comprehensive Cancer Network treatment guidelines and improved survival in patients with colon cancer","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Medicine; Medicaid; Cancer; Colorectal cancer; Internal medicine; Cohort; Relative survival; Population; Stage (stratigraphy); Multivariate analysis; Disease; Oncology; Cohort study; Cancer registry; Health care; Environmental health","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":[0.00007468068,0.0002003923,0.0004169507,0.00004675475,0.00009004748,0.00001239907,0.00002977512,0.00006616862,0.0001117658],"category_scores_gemma":[0.0000305415,0.000141503,0.00003216488,0.0002312314,0.00002479479,0.00008667288,0.00003227347,0.00007106685,0.000002476542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601897,"about_ca_system_score_gemma":0.0002467813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007196943,"about_ca_topic_score_gemma":0.01291738,"domain_scores_codex":[0.9988053,0.00002768709,0.000229789,0.0002494307,0.0003093203,0.0003784825],"domain_scores_gemma":[0.9989205,0.00007736784,0.0001273837,0.00007252147,0.0006550261,0.0001472168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005765071,0.00008753344,0.9678448,0.00001837729,0.0005549889,3.45782e-7,0.0004523517,0.0001244667,0.00002399943,0.000003893431,0.002942489,0.02737025],"study_design_scores_gemma":[0.003646437,0.0007825849,0.9760621,0.0001639491,0.0002577355,8.725274e-8,0.00004903348,0.00002390256,0.00006345027,0.000004827519,0.01879085,0.0001550518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897891,0.006639424,0.000003067987,0.001634209,0.0005126575,0.0008872565,0.0002727821,0.00001947047,0.0002420911],"genre_scores_gemma":[0.9942913,0.001410054,0.0001616353,0.0006921654,0.001055833,0.001201952,0.00004091073,0.00002010773,0.001126064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02721519,"threshold_uncertainty_score":0.9994142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07394323950985555,"score_gpt":0.3663922648586683,"score_spread":0.2924490253488128,"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."}}