{"id":"W4220787183","doi":"10.1002/ijc.34001","title":"Association of contralateral breast cancer risk with mammographic density defined at higher‐than‐conventional intensity thresholds","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"National Cancer Institute; Cure Cancer Australia Foundation","keywords":"Medicine; Breast cancer; Odds ratio; Logistic regression; Internal medicine; Intensity (physics); Cancer; Population; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000872038,0.0002971695,0.0003218398,0.0009095542,0.0001977661,0.0005347181,0.000384942,0.0003486894,0.0008642384],"category_scores_gemma":[0.004606679,0.000210983,0.0004493748,0.0007701222,0.0003683086,0.0002337678,0.0005347512,0.0003484368,0.00005680988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242862,"about_ca_system_score_gemma":0.0002726556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102213,"about_ca_topic_score_gemma":0.0111712,"domain_scores_codex":[0.9994481,0.0001838047,0.0000406135,0.0001410561,0.0001178456,0.00006857905],"domain_scores_gemma":[0.9973682,0.0008786599,0.001077291,0.000295847,0.0001638671,0.0002161654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157965,0.00001095237,0.9986132,0.000004987283,0.00004898184,0.00002296288,0.00001638711,0.00008263025,0.0002515131,0.00002037022,0.00002341554,0.0007886931],"study_design_scores_gemma":[0.000003986948,0.00003490441,0.9992719,0.00000157952,0.00002459341,0.00009559747,0.00001962012,0.0003824663,0.0001031562,0.0000244773,0.00003536162,0.000002311621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994541,0.0001357595,0.0001472939,0.0000111174,0.0000018085,0.000003320636,0.00008462903,0.000004445948,0.0001575574],"genre_scores_gemma":[0.9997068,0.00003007939,0.0001032877,0.000004781985,0.000004112493,0.00000291566,0.0001051903,0.000001297078,0.00004152002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102213,"threshold_uncertainty_score":0.02191591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006249533363399409,"score_gpt":0.2513911559602251,"score_spread":0.2451416225968257,"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."}}