{"id":"W2007649476","doi":"10.3747/co.v17i3.494","title":"Multimodality Breast Cancer Screening in Women with a Familial or Genetic Predisposition","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Multimodality; Breast cancer; Genetic predisposition; Cancer; Genetic testing; Bioinformatics; Disease; Internal medicine; Biology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001529156,0.0002512629,0.0004743279,0.0002906088,0.0002697912,0.0001909808,0.000171891,0.0003138525,0.00126471],"category_scores_gemma":[0.002732162,0.0001200407,0.0002410459,0.0002384591,0.0002793878,0.000241173,0.0003187067,0.0002427706,0.0001251814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145812,"about_ca_system_score_gemma":0.0003408492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005821091,"about_ca_topic_score_gemma":0.001345201,"domain_scores_codex":[0.9995265,0.0002898222,0.00002276307,0.00006103791,0.00004583485,0.00005400449],"domain_scores_gemma":[0.9992879,0.0003169004,0.0001917797,0.00003853777,0.00002769856,0.0001371394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03126426,0.003063699,0.8460763,0.0003530379,0.0003883457,0.0008336701,0.000259779,0.0008681128,0.004532612,0.00009097056,0.0005607728,0.1117085],"study_design_scores_gemma":[0.003652589,0.1267724,0.8566751,0.000202168,0.0008882564,0.004361478,0.0002815618,0.002233464,0.002359805,0.0003071287,0.002238142,0.00002785014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980555,0.001354694,0.00008006807,0.00007645717,0.000005968086,0.00003597295,0.00002299184,0.000004509491,0.0003639449],"genre_scores_gemma":[0.9989685,0.0004469416,0.0003048973,0.00007187501,0.00003292269,0.0000594811,0.00005541113,6.726606e-7,0.00005933356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529156,"threshold_uncertainty_score":0.008087039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023988971881676,"score_gpt":0.3606105100921592,"score_spread":0.3303706203733425,"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."}}