{"id":"W2020009124","doi":"10.1158/1055-9965.epi-07-0458","title":"Association between Breast Density and Subsequent Breast Cancer Following Treatment for Ductal Carcinoma <i>In situ</i>","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Breast cancer; Ductal carcinoma; In situ; Oncology; Medicine; Internal medicine; Carcinoma in situ; Carcinoma; Cancer; Chemistry","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":[0.0004051665,0.0001005975,0.0001550177,0.00031671,0.0001544893,0.0002708588,0.0002075258,0.0001855533,0.001148488],"category_scores_gemma":[0.001966179,0.0001336642,0.0002460561,0.0003279874,0.0001531173,0.000139985,0.0002024305,0.0003327349,0.00008080088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237393,"about_ca_system_score_gemma":0.0002402758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006018348,"about_ca_topic_score_gemma":0.007582237,"domain_scores_codex":[0.999792,0.00005396899,0.00001663554,0.00004280461,0.00004689945,0.00004752737],"domain_scores_gemma":[0.9986159,0.00028451,0.0007504282,0.0000716361,0.00009997733,0.000177496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004608962,0.00001278488,0.9993876,0.000002089617,0.00001619346,0.00001894034,0.000006392234,0.00001795391,0.00004695766,0.000003919998,0.00002988824,0.0004110447],"study_design_scores_gemma":[0.000003455412,0.0000465964,0.9995617,0.000001758823,0.00001419103,0.0001728704,0.00001867362,0.00008893057,0.00003848262,0.000007825968,0.00004447934,0.000001022663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99943,0.0001353575,0.00004510208,0.00002497743,0.000001879872,0.000004912132,0.0001567066,0.000002061106,0.0001989859],"genre_scores_gemma":[0.9997118,0.00005090925,0.00003310704,0.000007239884,0.000003742412,0.000003346295,0.0001384473,5.436794e-7,0.00005077136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006018348,"threshold_uncertainty_score":0.01196665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593028315790305,"score_gpt":0.3471967390565017,"score_spread":0.3112664558985986,"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."}}