{"id":"W2600858925","doi":"10.1016/j.pmedr.2017.03.015","title":"Participation and retention in the breast cancer screening program in New Brunswick Canada","year":2017,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Canadian Cancer Society","keywords":"Breast cancer screening; Mammography; Medicine; Socioeconomic status; Breast cancer; Logistic regression; Demography; Cancer screening; Gerontology; Family medicine; Rural area; Census; Environmental health; Cancer; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0008348427,0.000123084,0.0002765747,0.00006110761,0.0001217884,0.00002728155,0.00008076629,0.00004312976,0.00004666383],"category_scores_gemma":[0.0004264697,0.0000823055,0.00002719027,0.0001327858,0.0001018203,0.0001826291,0.00004097542,0.0002180213,1.453763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489449,"about_ca_system_score_gemma":0.001217833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9222818,"about_ca_topic_score_gemma":0.9468983,"domain_scores_codex":[0.9984691,0.00006594683,0.0004297523,0.0002897122,0.000485236,0.0002602798],"domain_scores_gemma":[0.9990513,0.00003234943,0.0003529238,0.0003593742,0.0000843711,0.0001196294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006527826,0.00002396957,0.8753501,0.00003509229,0.00001478512,0.0008567783,0.0004213838,0.000005578547,0.00003784247,0.00003237794,0.0009795484,0.1221772],"study_design_scores_gemma":[0.0008022397,0.0001061572,0.994804,0.001584303,0.00008401663,0.000368227,0.0005275871,0.0002318549,0.00002834279,0.0001572181,0.001227527,0.00007849247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811077,0.001349436,0.000115183,0.01450699,0.0001829726,0.0008638641,8.993106e-7,0.00001285956,0.001860101],"genre_scores_gemma":[0.9986008,0.0001173513,0.0001253892,0.0003378192,0.0002587981,0.00004603621,0.00001198243,0.0000078794,0.0004939896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220987,"threshold_uncertainty_score":0.3356321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09185926141838589,"score_gpt":0.3983535936797455,"score_spread":0.3064943322613596,"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."}}