{"id":"W3205025659","doi":"10.12688/f1000research.55004.1","title":"Changes in mammography screening in Ontario and Alberta following national guideline dissemination: an interrupted time series analysis","year":2021,"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; University of Ottawa","keywords":"Medicine; Guideline; Task force; Mammography screening; Mammography; Family medicine; Preventive care; Breast cancer screening; Breast cancer; Open peer review; Screening mammography; Health care; Gerontology; Plant biology; Cancer; Internal medicine; Pathology","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":[0.00370048,0.0004556973,0.0008100827,0.001797382,0.0009894398,0.001258943,0.002513899,0.0007954093,0.002158184],"category_scores_gemma":[0.01049511,0.0005299101,0.001507306,0.005701513,0.0009121539,0.0004975148,0.001213972,0.001151552,0.0002232724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02850272,"about_ca_system_score_gemma":0.03119019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880872,"about_ca_topic_score_gemma":0.9802806,"domain_scores_codex":[0.996721,0.0006461726,0.0002943999,0.0004368068,0.0009052162,0.0009965159],"domain_scores_gemma":[0.9919328,0.001417987,0.002966112,0.0004527768,0.002200528,0.00102986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008831535,0.0001168916,0.9877349,0.0001609674,0.0005993099,0.0001254068,0.001308604,0.001282984,0.0001126714,0.0002639242,0.002593358,0.004817837],"study_design_scores_gemma":[0.00005818615,0.0000826686,0.9936216,0.00007317134,0.0002379288,0.00003063845,0.001141138,0.003291885,0.00005604808,0.00004733303,0.001333224,0.00002609791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840021,0.001331868,0.000739732,0.0009209855,0.00005878658,0.0001245956,0.0111635,0.00003808549,0.001620448],"genre_scores_gemma":[0.989647,0.0005361733,0.0005240983,0.0002494505,0.00002483703,0.0001390162,0.00686274,0.00001296365,0.002003686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850272,"threshold_uncertainty_score":0.2068027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09611127332560515,"score_gpt":0.4179249425127,"score_spread":0.3218136691870948,"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."}}