{"id":"W2474853573","doi":"10.7759/cureus.680","title":"Wait Time from Suspicion to Surgery for Breast Cancer in Manitoba","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Breast cancer; Cancer; Cohort; Retrospective cohort study; Population; Test (biology); Cancer registry; Surgery; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001313251,0.00009214761,0.0002218542,0.00004811021,0.00002223942,0.000008064452,0.00006920331,0.00006304069,0.001013284],"category_scores_gemma":[0.00009161316,0.00006309127,0.00006667244,0.00009878031,0.00001455532,0.00009536043,0.00002521943,0.00003929756,0.0001706496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988775,"about_ca_system_score_gemma":0.00009943659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004461137,"about_ca_topic_score_gemma":0.005439075,"domain_scores_codex":[0.9992066,0.0000110901,0.0001687399,0.0002144491,0.0001482643,0.000250827],"domain_scores_gemma":[0.9994475,0.0001357582,0.00003306271,0.0001805059,0.0000807724,0.000122397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001262697,0.00006111883,0.6146211,0.0000233085,0.00005781946,0.00007027475,0.000152963,0.000005180997,0.03906582,0.00008363355,0.09712375,0.2474723],"study_design_scores_gemma":[0.001049305,0.00009872434,0.9714979,0.001140837,0.0000496298,0.00002012832,0.0001210621,0.00005031133,0.003460221,0.0004190419,0.02188454,0.0002083048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988383,0.0006174787,0.0003747074,0.009192732,0.0003190471,0.0003243111,0.0002711011,0.0000393937,0.0004782471],"genre_scores_gemma":[0.9970794,0.00006937478,0.0002328025,0.001241916,0.0006523067,0.00007422928,0.0000102745,0.00001532974,0.000624325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568768,"threshold_uncertainty_score":0.9998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053674214958289,"score_gpt":0.3269695695195284,"score_spread":0.2564328273699455,"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."}}