{"id":"W2319995089","doi":"10.1158/1538-7445.am10-2779","title":"Abstract 2779: Relationship of mammographic density with breast cancer subtypes","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Estrogen receptor; Cytokeratin; Medicine; Immunohistochemistry; Oncology; Internal medicine; Population; Tissue microarray; Pathology; Cancer","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":[0.0003547587,0.000170381,0.0002422897,0.0007405212,0.000140056,0.0003405251,0.000277509,0.0001675326,0.004432309],"category_scores_gemma":[0.002043721,0.0001530969,0.0002597569,0.0008717186,0.000142786,0.0001543949,0.0002942423,0.0002228116,0.0006591245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334175,"about_ca_system_score_gemma":0.0001559419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283299,"about_ca_topic_score_gemma":0.001821487,"domain_scores_codex":[0.9997882,0.00003482145,0.00003371916,0.00004940576,0.00006076803,0.00003303],"domain_scores_gemma":[0.9990551,0.0003135401,0.0003163399,0.00008601474,0.000119943,0.0001091332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001453245,0.000007623506,0.9977585,0.00001058995,0.00004357757,0.00003557861,0.00001201652,0.00002427864,0.0003449013,0.000006633493,0.00009658632,0.001514335],"study_design_scores_gemma":[0.000003250751,0.00002260162,0.9993126,0.00000176807,0.00002368271,0.0002268135,0.0000259815,0.00007922805,0.0001208694,0.00001111375,0.0001712513,7.313015e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970198,0.0002297465,0.0002245974,0.00002395857,0.000004499746,0.00001206894,0.00167914,0.000008131668,0.0007980159],"genre_scores_gemma":[0.9981071,0.00006061542,0.0001126634,0.000005250169,0.000005165457,0.0000114144,0.001293867,0.000004146284,0.0003998753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004432309,"threshold_uncertainty_score":0.01482761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364040354559575,"score_gpt":0.3543028843306331,"score_spread":0.3206624807850373,"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."}}