{"id":"W4321168145","doi":"10.1007/s10549-022-06848-1","title":"Screening behaviours, demographics, and stage at diagnosis in the publicly funded Ontario Breast Screening Program","year":2023,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Odds ratio; Confidence interval; Breast cancer; Breast cancer screening; Stage (stratigraphy); Demography; Logistic regression; Mammography; Cancer screening; Gynecology; Cancer; Internal medicine; Obstetrics","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":[0.0005692334,0.0001365536,0.0002034444,0.0004171853,0.001046984,0.0004778516,0.0005477711,0.0002573129,0.001312004],"category_scores_gemma":[0.002893675,0.0002403155,0.0002919665,0.00132008,0.0003487263,0.0003133806,0.0004579504,0.000396,0.00009455905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007014994,"about_ca_system_score_gemma":0.008822944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9414093,"about_ca_topic_score_gemma":0.9676957,"domain_scores_codex":[0.999445,0.00007639907,0.00002371772,0.0000698919,0.000203693,0.0001812863],"domain_scores_gemma":[0.998741,0.0001240693,0.0005046753,0.00004551919,0.0002663438,0.0003184689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000324042,0.00002509736,0.9977165,0.00001196843,0.00001472258,0.00002231669,0.0002644178,0.00002558872,0.00003422945,0.00001448021,0.0004736785,0.001364567],"study_design_scores_gemma":[0.000002973254,0.00001063333,0.9995285,0.000008667517,0.000006426536,0.00001222626,0.0001800028,0.00006548101,0.000005616615,0.000005148009,0.0001730184,0.000001298341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968816,0.0002557262,0.00004811299,0.0003653683,0.000005144964,0.00003120905,0.001269295,0.000004471433,0.001139056],"genre_scores_gemma":[0.9988539,0.0001333764,0.00004436019,0.00005443361,0.000002844793,0.00001523501,0.0005459993,0.00000120217,0.0003486979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05859065,"threshold_uncertainty_score":0.1178713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2476520295429569,"score_gpt":0.4388549319278591,"score_spread":0.1912029023849022,"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."}}