{"id":"W4308432241","doi":"10.12688/f1000research.55004.2","title":"Changes in mammography screening in Ontario and Alberta following national guideline dissemination: an interrupted time series analysis","year":2022,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Ottawa Hospital; McMaster University; University of Calgary; University of Ottawa; University of Guelph; St. Joseph’s Healthcare Hamilton; Public Health Ontario; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mammography; Residence; Demography; Breast cancer; Gerontology; Internal medicine; Cancer","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":[0.003495215,0.0004737825,0.0007860227,0.002113858,0.0009570039,0.001258166,0.002553046,0.0007757538,0.002076582],"category_scores_gemma":[0.009872866,0.0005562485,0.001379439,0.006532859,0.0008852881,0.0004838163,0.001220324,0.001155448,0.0002301382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0285431,"about_ca_system_score_gemma":0.03137986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887542,"about_ca_topic_score_gemma":0.9807311,"domain_scores_codex":[0.9969446,0.0005370703,0.0002931972,0.0004004514,0.0009140436,0.0009105895],"domain_scores_gemma":[0.991967,0.001304015,0.002927018,0.0004450722,0.002390982,0.0009659723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006900331,0.00009556932,0.9887527,0.0001466952,0.0005214846,0.0001250041,0.001156264,0.001122229,0.0001108033,0.000223641,0.002601248,0.004454335],"study_design_scores_gemma":[0.00004199563,0.00006914861,0.9942713,0.00007045598,0.0002073652,0.00003354969,0.001026361,0.002773375,0.00005143376,0.00004013568,0.00139029,0.00002462862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806961,0.001524676,0.0007159109,0.0009150266,0.00005711534,0.0001208082,0.01405564,0.00004399567,0.001870657],"genre_scores_gemma":[0.9875805,0.0006672881,0.000585096,0.0002786152,0.00002680734,0.0001300755,0.008734971,0.0000152559,0.001981265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285431,"threshold_uncertainty_score":0.2070957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008871506592863,"score_gpt":0.4253931799368009,"score_spread":0.3245060292775146,"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."}}