{"id":"W4251530226","doi":"10.1158/1538-7755.asgcr21-111","title":"Abstract 111: Colorectal Cancer Presentation and Survival Outcomes in Nigeria: A Prospective Multi-Centre Cohort Study of 543 Patients","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Prospective cohort study; Proportional hazards model; Internal medicine; Colorectal cancer; Logistic regression; Referral; Stage (stratigraphy); Univariate analysis; Cancer; Cohort; Multivariate analysis; Family medicine","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":[0.0004894877,0.0002944154,0.0003898215,0.0006627564,0.0009036225,0.0007113554,0.0003472441,0.0004623226,0.002254752],"category_scores_gemma":[0.001043441,0.0005644888,0.0005183887,0.001153005,0.0002408017,0.000625218,0.0006527954,0.0006985315,0.0005085718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000469938,"about_ca_system_score_gemma":0.0005252385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00592627,"about_ca_topic_score_gemma":0.008498701,"domain_scores_codex":[0.9996722,0.00005273913,0.00005583914,0.00009625329,0.00004597235,0.00007701137],"domain_scores_gemma":[0.9993449,0.0000723538,0.0002996526,0.00006080113,0.00006716824,0.0001550929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007251826,0.00004266554,0.9991863,0.00000932762,0.0000161586,0.0001049674,0.00008705603,0.00001166636,0.00009576401,0.000006125825,0.00008985598,0.0002776515],"study_design_scores_gemma":[0.00001809141,0.0001682643,0.9983375,0.00002029782,0.00003143841,0.0005697087,0.000490981,0.0001055063,0.00004423867,0.00001775852,0.0001901219,0.000005923615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989957,0.00008135047,0.00003806611,0.00002478193,0.000004742341,0.00002367754,0.0006560361,0.000001567274,0.0001741061],"genre_scores_gemma":[0.9989178,0.00009448249,0.00007258476,0.00003648925,0.000008231409,0.0000397682,0.0006885948,0.000001998981,0.0001400006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00592627,"threshold_uncertainty_score":0.0117836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803326938815051,"score_gpt":0.3705143311994178,"score_spread":0.3324810618112674,"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."}}