{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007425899,0.0001543219,0.0002402579,0.0003826823,0.0002543241,0.0003584109,0.0002113658,0.0003705526,0.0009838546],"category_scores_gemma":[0.004356771,0.00008924707,0.0003177041,0.0005855505,0.000200193,0.000297042,0.0002680746,0.0007780211,0.00006725508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755036,"about_ca_system_score_gemma":0.000415356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055755,"about_ca_topic_score_gemma":0.00719467,"domain_scores_codex":[0.9994336,0.0001981751,0.00006653676,0.00007425359,0.0001331898,0.00009423218],"domain_scores_gemma":[0.9964929,0.0008766314,0.001828252,0.0001167044,0.0002804291,0.0004050691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006234684,0.00002673583,0.9988085,0.000004409366,0.00003609115,0.00001084885,0.00001124241,0.0000327753,0.00002625219,0.000004219747,0.00004379742,0.00093283],"study_design_scores_gemma":[0.000006325648,0.00007026681,0.9995267,0.000003775661,0.00002358236,0.00005959959,0.00003614422,0.0001799748,0.00001450128,0.00001177193,0.00006591721,0.000001399722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988891,0.0003763695,0.00005828345,0.000149185,0.00000867515,0.000006046097,0.0001347237,0.000002477095,0.0003751171],"genre_scores_gemma":[0.9995784,0.00008455171,0.00005027086,0.00003715281,0.00001245367,0.000005061311,0.0001777189,6.669627e-7,0.000053693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055755,"threshold_uncertainty_score":0.00806433,"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."}}