{"id":"W2064119448","doi":"10.1111/j.1572-0241.2006.00488.x","title":"Risk Factors for Obstruction, Perforation, or Emergency Admission at Presentation in Patients with Colorectal Cancer: A Population-Based Study","year":2006,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Diagnosis code; Perforation; Odds ratio; Population; Logistic regression; Confidence interval; Colorectal cancer; Emergency department; Comorbidity; Internal medicine; Emergency medicine; Cancer; Database; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000375347,0.0002586182,0.0003961312,0.0006881472,0.0006095907,0.0007420908,0.0005189338,0.0005905626,0.001239486],"category_scores_gemma":[0.002437905,0.0003652613,0.0004811066,0.001464232,0.00041327,0.0005723002,0.0004533652,0.0007252701,0.0001691617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443588,"about_ca_system_score_gemma":0.001515118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213414,"about_ca_topic_score_gemma":0.150448,"domain_scores_codex":[0.9994671,0.00006590492,0.00004756297,0.0001069916,0.0001638837,0.0001486468],"domain_scores_gemma":[0.9984807,0.000139788,0.0007592306,0.00005718174,0.0002035848,0.000359531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002282478,0.00001908621,0.9995674,0.00000417205,0.00001282635,0.00003921864,0.00004228771,0.00001025467,0.00003006892,0.000002700969,0.00005561223,0.0001934093],"study_design_scores_gemma":[0.000005042625,0.000031847,0.9996295,0.000004205551,0.000007994056,0.0000973271,0.00009842197,0.00004928395,0.000005901856,0.000003466152,0.00006504563,0.000001883653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988555,0.0001579801,0.0000301306,0.00007944748,0.000003864997,0.00002175392,0.0004840028,0.000002985818,0.0003643201],"genre_scores_gemma":[0.9993562,0.00009336207,0.00003373594,0.0000299633,0.0000106351,0.00001188125,0.000389971,8.622277e-7,0.00007338731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213414,"threshold_uncertainty_score":0.2412701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009065023578064815,"score_gpt":0.2735306975502863,"score_spread":0.2644656739722214,"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."}}