{"id":"W2153751993","doi":"10.1186/2193-1801-2-388","title":"Factors associated with wait times across the breast cancer treatment pathway in Ontario","year":2013,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Health Sciences Centre; Mount Sinai Hospital; Women's College Hospital; Cancer Care Ontario","funders":"Canadian Breast Cancer Research Alliance; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Radiation therapy; Logistic regression; Quartile; Chemotherapy; Stage (stratigraphy); Cancer; Breast surgery; Surgery; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009315436,0.0001862458,0.0002698386,0.00002624501,0.0001046957,0.00004951412,0.0001003114,0.00007017365,0.001061328],"category_scores_gemma":[0.00001532932,0.00009402086,0.00006813831,0.0001590734,0.00006569103,0.0001196985,0.00003426927,0.0002042225,0.0000344584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671692,"about_ca_system_score_gemma":0.0003975463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4625206,"about_ca_topic_score_gemma":0.6619991,"domain_scores_codex":[0.9989023,0.00002124058,0.000164094,0.000227871,0.0002647971,0.0004197623],"domain_scores_gemma":[0.999466,0.00004111669,0.00007214845,0.0002325498,0.00008243578,0.0001057725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005779921,0.00005891324,0.9912299,0.000002710438,0.00009868998,0.00002315388,0.003079207,0.00004972123,0.0001458979,0.00002189062,0.0001397512,0.005092348],"study_design_scores_gemma":[0.001050185,0.000182879,0.9955065,0.0001910759,0.00002806299,0.00000885898,0.0008745057,0.0000593618,0.0006428366,0.0000145398,0.00132044,0.0001207944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960111,0.0001861451,0.000001927657,0.0008373369,0.00008542619,0.0004262084,0.00001922885,0.00004335819,0.002389271],"genre_scores_gemma":[0.9954434,0.000008921994,0.00001011048,0.0002728729,0.0000479833,0.0001053268,0.00001038077,0.00001620581,0.004084815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994785,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07198938689707664,"score_gpt":0.3042509360922515,"score_spread":0.2322615491951748,"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."}}