{"id":"W2601749821","doi":"10.1038/bjc.2017.87","title":"Evaluating wait times from screening to breast cancer diagnosis among women undergoing organised assessment vs usual care","year":2017,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Foothills Medical Centre; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Logistic regression; Biopsy; Retrospective cohort study; Cancer; Breast biopsy; Anxiety; Breast cancer screening; Mammography; Gynecology; Obstetrics; 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":[0.001107114,0.0001670736,0.0001920196,0.0006931855,0.0003182674,0.0004557048,0.0003655238,0.0003355946,0.001597109],"category_scores_gemma":[0.008261961,0.0001806734,0.0005034793,0.0006519191,0.0001922781,0.0004065489,0.000389256,0.0004588228,0.000122949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143057,"about_ca_system_score_gemma":0.001285613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03514594,"about_ca_topic_score_gemma":0.03729923,"domain_scores_codex":[0.9995251,0.0001190693,0.00005753785,0.00008589516,0.00007742993,0.0001349348],"domain_scores_gemma":[0.995269,0.001536673,0.002157425,0.00008206823,0.0002647041,0.0006901031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291014,0.00001774901,0.998909,0.00000769675,0.00001857219,0.0000202252,0.00006718532,0.00003740617,0.00002234729,0.000008679675,0.00005592469,0.0007060148],"study_design_scores_gemma":[0.00001143579,0.0002664434,0.9983745,0.00001448554,0.00003959754,0.0001128664,0.0004639616,0.0005462791,0.00003820487,0.00002472111,0.0001038299,0.000003785867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994277,0.0001858146,0.00003696948,0.00005629382,0.000003365847,0.000006953676,0.0001580615,0.00000210043,0.000122768],"genre_scores_gemma":[0.9996448,0.0000565289,0.00005595211,0.00001181016,0.000003721593,0.000008186495,0.0001752463,7.0327e-7,0.00004311752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03514594,"threshold_uncertainty_score":0.06988275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626489527466243,"score_gpt":0.4123612677679854,"score_spread":0.3497123150213611,"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."}}