{"id":"W4223605782","doi":"10.1016/s1470-2045(22)00127-9","title":"Risk factors and prognostic implications of diagnosis of cancer within 30 days after an emergency hospital admission (emergency presentation): an International Cancer Benchmarking Partnership (ICBP) population-based study","year":2022,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Alberta Bible College; Government of New Brunswick; Canadian Partnership Against Cancer; Health PEI; Saskatchewan Cancer Agency; St. John’s Health Sciences Centre; CancerCare Manitoba; Alberta Health Services; Cancer Care Ontario","funders":"Cancer Council Victoria; Partenariat Canadien Contre Le Cancer; Public Health England; Public Health Agency; Cancer Society of New Zealand; Cancer Institute NSW; University College London; Cancer Research UK; Public Health Wales; Alberta Health Services","keywords":"Cancer; General partnership; Cancer registry; Norwegian; Benchmarking; Public health; Agency (philosophy); Danish","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006203111,0.0004977332,0.0008055788,0.002036333,0.000448977,0.001188667,0.001084196,0.0006868892,0.0006898534],"category_scores_gemma":[0.012655,0.0005554606,0.002435548,0.004189949,0.0006570212,0.0007583878,0.001874643,0.0009271023,0.00008342576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018401,"about_ca_system_score_gemma":0.0008735249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353335,"about_ca_topic_score_gemma":0.02027547,"domain_scores_codex":[0.9953335,0.002669084,0.0004027962,0.0008713838,0.0003871074,0.0003360336],"domain_scores_gemma":[0.9905901,0.003218485,0.003669628,0.001148029,0.0008044078,0.0005694258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152056,0.00002389066,0.9951197,0.0001106415,0.001769414,0.00004424584,0.0001252389,0.0003448955,0.00002536994,0.00004341182,0.0002652228,0.001975902],"study_design_scores_gemma":[0.00004004722,0.000123158,0.9952706,0.0001257289,0.001658873,0.0001963853,0.000512882,0.0014809,0.00003619781,0.0001272227,0.0004112381,0.00001684803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915047,0.00524738,0.0007293538,0.0002571144,0.00002598802,0.000040101,0.001807629,0.000009293326,0.0003783899],"genre_scores_gemma":[0.9982554,0.0005677709,0.0002413913,0.00006611738,0.00001675262,0.00002920422,0.0007930199,0.000003216911,0.00002712953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353335,"threshold_uncertainty_score":0.04679275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108031213930961,"score_gpt":0.4328404661690418,"score_spread":0.3248092522380808,"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."}}