{"id":"W2946401042","doi":"10.3390/cancers11050707","title":"NF1 Patients Receiving Breast Cancer Screening: Insights from The Ontario High Risk Breast Screening Program","year":2019,"lang":"en","type":"article","venue":"Cancers","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Sinai Health System; Princess Margaret Cancer Centre; Hospital for Sick Children; Women's College Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Population; Oncology; Breast cancer screening; Neurofibromatosis; Internal medicine; Breast MRI; Cancer; Mammography; Gynecology; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004912166,0.00013715,0.0001893063,0.0009544675,0.001857445,0.0008509022,0.0005154627,0.0002438807,0.001440042],"category_scores_gemma":[0.003257902,0.0002296823,0.0002176436,0.003572186,0.0003297426,0.0004064576,0.0006875448,0.0003401936,0.0001556913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013743,"about_ca_system_score_gemma":0.01264885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9353253,"about_ca_topic_score_gemma":0.9696646,"domain_scores_codex":[0.999265,0.00008748804,0.00005756152,0.00005853303,0.0003156189,0.0002157319],"domain_scores_gemma":[0.9970595,0.0002980805,0.001039313,0.00007802711,0.001049329,0.0004758006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002633115,0.00002338845,0.9946026,0.00002166125,0.000007223548,0.0001995445,0.001720785,0.00001544147,0.00006917436,0.00003020751,0.0005294309,0.002754286],"study_design_scores_gemma":[0.000002164789,0.00001138144,0.997462,0.0000175006,0.000004782341,0.00009885703,0.001732375,0.00003037315,0.00001294102,0.000006239858,0.0006188041,0.000002648288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932588,0.0004008345,0.00002555136,0.0004898999,0.000004317528,0.00005151091,0.00174989,0.000002681202,0.004016513],"genre_scores_gemma":[0.9973096,0.0008067432,0.00008792332,0.0001546445,0.000007449423,0.00002189549,0.001102787,0.000002519349,0.0005064689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9353253,"threshold_uncertainty_score":0.1301112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459517940325267,"score_gpt":0.2417570398392979,"score_spread":0.2271618604360453,"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."}}