{"id":"W2111757152","doi":"10.1186/2193-1801-3-125","title":"Clinical and prognostic factors associated with diagnostic wait times by breast cancer detection method","year":2014,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; Cancer Care Ontario; Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"Canadian Breast Cancer Research Alliance; Cancer Care Ontario","keywords":"Breast cancer; Medicine; Computer science; Cancer; Oncology; Internal medicine","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":[0.0004775895,0.0001623169,0.0001480858,0.0005073957,0.0002105178,0.0003572929,0.0002728288,0.0002593088,0.001987774],"category_scores_gemma":[0.005584481,0.0001326628,0.0002223112,0.0005929654,0.0002416967,0.0002049676,0.0001680094,0.000276931,0.0001222967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006536252,"about_ca_system_score_gemma":0.0008886779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0471157,"about_ca_topic_score_gemma":0.05530396,"domain_scores_codex":[0.9996847,0.0000456397,0.00003118775,0.00005356976,0.0001066151,0.0000782748],"domain_scores_gemma":[0.9951581,0.00130597,0.002652042,0.00009963772,0.000287361,0.0004968435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006316222,0.000005583625,0.9990423,0.000004349465,0.000008298601,0.00002972444,0.00002552042,0.00002167229,0.00009225454,0.000004560983,0.00005161249,0.0006509722],"study_design_scores_gemma":[0.000003664254,0.00002505184,0.9994557,0.000005619978,0.00000879856,0.0001805188,0.00005004524,0.0001409441,0.00004332335,0.000008395252,0.00007626303,0.00000169623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988315,0.0004857059,0.00008544662,0.00007058331,0.000003727776,0.000004516997,0.0002521688,0.000004716001,0.000261816],"genre_scores_gemma":[0.9995926,0.0000708907,0.000056919,0.000007728816,0.000003977995,0.00000283463,0.0001965918,9.999669e-7,0.00006759937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0471157,"threshold_uncertainty_score":0.09368289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496279853850208,"score_gpt":0.3537332769433814,"score_spread":0.3087704784048793,"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."}}