{"id":"W1965799088","doi":"10.1016/s0002-9610(03)00058-8","title":"Effect of emergent presentation on outcome from rectal cancer management","year":2003,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"BC Cancer Agency","keywords":"Medicine; Surgery; Stage (stratigraphy); Presentation (obstetrics); Stoma (medicine); Perforation; Rectum; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007311243,0.0001314037,0.0006559028,0.0001370641,0.00002817304,0.00000472126,0.00007098514,0.00001320292,0.0002634979],"category_scores_gemma":[0.0001451777,0.00007260145,0.0003471787,0.000340872,0.0001110005,0.00003715392,0.00001413788,0.0001458379,0.000008145174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585348,"about_ca_system_score_gemma":0.00004452193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741729,"about_ca_topic_score_gemma":0.000001644396,"domain_scores_codex":[0.9983391,0.0004002771,0.0005021791,0.0001094024,0.0004887469,0.0001603427],"domain_scores_gemma":[0.9978786,0.001076762,0.0006809489,0.0001880463,0.00006972589,0.0001059932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007538073,0.0002086391,0.8372655,0.00004606072,0.001084407,0.000243533,0.0001215201,0.0000961398,0.0006106991,0.00001434255,0.001046351,0.1517247],"study_design_scores_gemma":[0.001614046,0.002307383,0.9701756,0.0003428927,0.0008125425,0.00006936264,0.0002084362,0.00001229642,0.02282339,0.00004646707,0.001462394,0.0001251384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969035,0.0004359028,0.00001713849,0.0004692679,0.0006316511,0.0001788098,0.000006576804,0.00000830537,0.001348807],"genre_scores_gemma":[0.9988384,0.000659664,0.00007010809,0.0001749176,0.0001007661,0.00001593875,0.000001701768,0.00001579718,0.0001227633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515996,"threshold_uncertainty_score":0.2960601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061881646707809,"score_gpt":0.3619911815666961,"score_spread":0.321372365099618,"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."}}