{"id":"W2099081318","doi":"10.1093/ndt/gfs523","title":"Colorectal cancer screening in kidney disease patients: working backwards","year":2012,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Cancer; Kidney disease; Colorectal cancer; Disease; Kidney; Internal medicine; Oncology","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":[0.004798577,0.0008550208,0.001659287,0.001379156,0.008650195,0.005090433,0.00206439,0.05213252,0.01007457],"category_scores_gemma":[0.03357638,0.001060311,0.001439238,0.001091597,0.00333552,0.007619779,0.003852639,0.04713999,0.003463231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006514035,"about_ca_system_score_gemma":0.01201104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237495,"about_ca_topic_score_gemma":0.04460289,"domain_scores_codex":[0.9945505,0.001533149,0.0009220914,0.0006001136,0.001181611,0.001212643],"domain_scores_gemma":[0.9783615,0.007022795,0.00178046,0.0004171856,0.002805057,0.009612901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001562193,0.0003657019,0.02167576,0.0002090297,0.00007876007,0.009237604,0.001007356,0.0001236651,0.000672332,0.002730761,0.9281268,0.03561617],"study_design_scores_gemma":[0.0009822211,0.001073501,0.06105911,0.005506927,0.0005079413,0.04359806,0.01335595,0.002703019,0.00108428,0.03189691,0.8377314,0.0005006648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001011443,0.0005628738,0.00004589561,0.9933556,0.003846483,0.000006239259,0.00001601704,0.000008658438,0.001146748],"genre_scores_gemma":[0.009141301,0.001489642,0.0003383895,0.9638382,0.022918,0.00002386781,0.00002389387,0.00001666941,0.002209929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05213252,"threshold_uncertainty_score":0.04726279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680036214539879,"score_gpt":0.2601293195401855,"score_spread":0.2433289573947867,"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."}}