{"id":"W3172056110","doi":"10.3390/curroncol28030192","title":"Quality of Colon Cancer Care in Patients Undergoing Emergency Surgery","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Referral; Colorectal cancer; Colonoscopy; Perforation; Elective surgery; Cancer; General surgery; Surgery; Emergency surgery; Emergency medicine; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00111159,0.0001302887,0.000261139,0.0009420593,0.0003488691,0.0008441657,0.000282072,0.0003015772,0.001544899],"category_scores_gemma":[0.007815792,0.0001833196,0.0003381356,0.001364994,0.0003046938,0.000487898,0.0006415619,0.0004998713,0.0001195982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007784984,"about_ca_system_score_gemma":0.0005227263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567193,"about_ca_topic_score_gemma":0.006043803,"domain_scores_codex":[0.9984968,0.0004814209,0.0002312973,0.0002090179,0.000318917,0.0002626168],"domain_scores_gemma":[0.9933499,0.0009337224,0.004321495,0.0001963457,0.0004654253,0.0007331584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003210489,0.00002429055,0.9984431,0.000008290855,0.00001899313,0.00004825714,0.00005619075,0.0000239984,0.00002902311,0.00001504699,0.00007684542,0.001223895],"study_design_scores_gemma":[0.00000517043,0.00009423859,0.9990327,0.000010208,0.000008234618,0.0001913338,0.0002939929,0.0001954862,0.00003036458,0.00002305593,0.0001117846,0.000003229404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989738,0.0002370361,0.00007064058,0.0001256491,0.00000784186,0.000008891069,0.0001816883,0.000002389348,0.000391996],"genre_scores_gemma":[0.9996748,0.00007596628,0.00006203121,0.00002741183,0.000008746712,0.000004219779,0.0001202717,7.862355e-7,0.00002586299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567193,"threshold_uncertainty_score":0.01127779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715089055350678,"score_gpt":0.4693891527385084,"score_spread":0.2978802472034406,"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."}}