{"id":"W2012535287","doi":"10.1016/j.breast.2011.04.009","title":"The low uptake of breast screening in cities is a major public health issue and may be due to organisational factors: A Census-based record linkage study","year":2011,"lang":"en","type":"article","venue":"The Breast","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health and Social Care Research and Development Division; Queen's University; Economic and Social Research Council; Public Health Agency; Queen's University Belfast","keywords":"Census; Medicine; Linkage (software); Record linkage; Public health; Environmental health; Family medicine; Population; Nursing; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354559,0.0001796273,0.0003398209,0.0001135657,0.0002429055,0.00004653331,0.0002413917,0.00004812598,0.0002837743],"category_scores_gemma":[0.0001069344,0.0001074889,0.00005204952,0.0003931397,0.0001426125,0.00009882139,0.00009567203,0.0002214722,0.000006122907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007888735,"about_ca_system_score_gemma":0.000308625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003393,"about_ca_topic_score_gemma":0.002199891,"domain_scores_codex":[0.9982757,0.0001514542,0.0004342189,0.0002995889,0.0004493645,0.0003896606],"domain_scores_gemma":[0.9988542,0.0001384539,0.0001592134,0.0004681667,0.0001743424,0.0002056475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001402559,0.0004152847,0.8900365,0.00009610666,0.0001604529,0.0000427721,0.03605501,0.000002565302,0.0001139053,0.0003086464,0.002447885,0.06891828],"study_design_scores_gemma":[0.001044366,0.0004603357,0.9683309,0.0002195563,0.00002611728,0.0002158068,0.02838373,0.00005928487,0.00007102353,0.00004288795,0.001041046,0.0001050018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746939,0.0001454862,0.0001730244,0.02364053,0.00006076485,0.0007202092,0.0002309798,0.00003038797,0.0003047279],"genre_scores_gemma":[0.9964941,0.000006942143,0.0006505068,0.002500473,0.0001205708,0.00002553176,0.00001746151,0.00002115254,0.0001633044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07829431,"threshold_uncertainty_score":0.9965584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391266973867393,"score_gpt":0.3322318786566331,"score_spread":0.1931051812698938,"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."}}