{"id":"W2086223768","doi":"10.1245/s10434-006-9245-z","title":"Emergency Room Presentation of Colorectal Cancer: A Consecutive Cohort Study","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dartmouth General Hospital; Dalhousie University","funders":"","keywords":"Medicine; Surgical oncology; Prospective cohort study; Cohort; Colorectal cancer; Presentation (obstetrics); Cohort study; Cancer; Internal medicine; Surgery","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":[0.001217154,0.0001318199,0.0007993439,0.0001772277,0.00002342806,9.726272e-7,0.0000762472,0.000165254,0.000741696],"category_scores_gemma":[0.00009763873,0.0001142939,0.0001894153,0.0003654698,0.0001238485,0.00006680143,0.00005122739,0.0001851942,0.00000748412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819634,"about_ca_system_score_gemma":0.0002091745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004445859,"about_ca_topic_score_gemma":0.0003217778,"domain_scores_codex":[0.9980974,0.0001786731,0.000825585,0.0002655911,0.0003349136,0.0002978524],"domain_scores_gemma":[0.9980408,0.0007194111,0.0003893605,0.0001545826,0.000546789,0.000149071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00512018,0.002438158,0.9692574,0.00006121033,0.0005478497,0.0005701482,0.000713231,0.00001169158,0.005307921,0.00008196232,0.003806079,0.01208417],"study_design_scores_gemma":[0.001696562,0.003842651,0.9105923,0.00004391493,0.0001394046,0.00006501732,0.0006231584,0.00001789324,0.06889649,0.0001051319,0.01385331,0.0001242093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782182,0.0005641132,0.00005630222,0.0009583121,0.0005551429,0.000822094,0.00001892393,0.0000211288,0.01878576],"genre_scores_gemma":[0.9968796,0.002430174,0.00007767103,0.00007797261,0.0001049748,0.00005520856,0.00001385085,0.00001281963,0.0003477385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06358857,"threshold_uncertainty_score":0.8121051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05195118281469976,"score_gpt":0.4112106083121143,"score_spread":0.3592594254974145,"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."}}