{"id":"W4403174942","doi":"10.1007/s43678-024-00787-0","title":"Pathways to cancer care after a suspected cancer diagnosis in the emergency department: a survey of emergency physicians across Ontario","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital; Cancer Care Ontario; NOSM University; Public Health Ontario; Ottawa Hospital; Health Sciences Centre; University Health Network; University of Toronto; McMaster University; Queen's University; University of Ottawa; Schwartz/Reisman Emergency Medicine Institute; Thunder Bay Regional Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System","funders":"","keywords":"Medicine; Emergency department; Cancer; Medical emergency; Emergency medicine; Nursing; Internal medicine","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":[0.000556025,0.0002461211,0.0003936873,0.0008444461,0.003216101,0.001432117,0.001312849,0.0008253185,0.003317754],"category_scores_gemma":[0.003863261,0.0007225199,0.0005448296,0.003069233,0.0007907735,0.000936571,0.001903113,0.0009539407,0.000267568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02396216,"about_ca_system_score_gemma":0.03137019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624885,"about_ca_topic_score_gemma":0.9902181,"domain_scores_codex":[0.9985718,0.0001437142,0.0001760488,0.0002018248,0.0003823715,0.000524223],"domain_scores_gemma":[0.994109,0.0004489776,0.002189596,0.0001026419,0.001392782,0.001756846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000533632,0.00005705055,0.9890203,0.00006632764,0.00004433032,0.0002367434,0.006809095,0.00005672227,0.0002136815,0.0001053186,0.001236033,0.00210098],"study_design_scores_gemma":[0.000006534787,0.00002925542,0.9911936,0.00005292574,0.00001042137,0.00008207054,0.007495232,0.0001103032,0.00002250741,0.00002014285,0.0009674133,0.000009693646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929553,0.0005293365,0.00008698487,0.001559073,0.00001254745,0.00008428797,0.001960545,0.000007673646,0.00280425],"genre_scores_gemma":[0.9970064,0.0006453958,0.000187832,0.0006646182,0.000009235686,0.00003856961,0.0005610313,0.0000068352,0.0008801419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751153,"threshold_uncertainty_score":0.1738585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604806061162722,"score_gpt":0.4053029377770285,"score_spread":0.2448223316607563,"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."}}