{"id":"W3198540026","doi":"10.1053/j.ajkd.2021.07.011","title":"Factors Associated With Advanced Colorectal Neoplasia in Patients With CKD","year":2021,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Colorectal cancer; Internal medicine; Dialysis; Kidney disease; Colonoscopy; Population; Cohort; Logistic regression; Kidney transplantation; Cohort study; Oncology; Transplantation; Cancer","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":[0.0000395352,0.0001440995,0.0004492171,0.0001379761,0.00003898581,0.00001646486,0.00004783536,0.00002080139,0.00004356822],"category_scores_gemma":[0.001244164,0.00009517031,0.00008948782,0.000727033,0.0001275911,0.0001342123,0.00001216629,0.000200252,4.406616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008493,"about_ca_system_score_gemma":0.001136539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001855182,"about_ca_topic_score_gemma":0.00003741706,"domain_scores_codex":[0.9989268,0.00007554635,0.0002362619,0.0001518954,0.0004169632,0.0001925403],"domain_scores_gemma":[0.9983655,0.0001038398,0.0003672792,0.0000928845,0.0004181793,0.0006523366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01044694,0.0004544946,0.9781923,0.000008273945,0.0001814828,0.0001119101,0.0001428911,0.00005745808,0.00005627031,4.650417e-7,0.000183491,0.01016403],"study_design_scores_gemma":[0.004386149,0.01402209,0.9792191,0.0004570436,0.0002136888,0.00001994852,0.0007792992,0.00001141741,0.0006188374,0.000002658071,0.0001471241,0.0001225834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992397,0.00008671909,0.00004192309,0.0002434919,0.00007931693,0.0001204239,0.00004017262,0.00002028534,0.0001279054],"genre_scores_gemma":[0.9993201,0.000008043093,0.0001379851,0.0004010822,0.00003585234,0.0000048833,0.00004798484,0.00002050151,0.00002354607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135676,"threshold_uncertainty_score":0.3880933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007126224940494622,"score_gpt":0.2310900257496267,"score_spread":0.2239638008091321,"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."}}