{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000766519,0.0003074376,0.0004339469,0.00006142539,0.0002549788,0.0001030912,0.0002359313,0.0001104813,0.0009216322],"category_scores_gemma":[0.00002326368,0.0002088104,0.0001744439,0.0002767592,0.0001027193,0.0002241657,0.000105219,0.0005256308,0.00004804791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008145274,"about_ca_system_score_gemma":0.0005282235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2830323,"about_ca_topic_score_gemma":0.03610265,"domain_scores_codex":[0.9980273,0.00009054553,0.0003476616,0.0005822307,0.0005202697,0.000431962],"domain_scores_gemma":[0.9985636,0.0001384328,0.0002680239,0.0006029725,0.0001851055,0.0002418162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004863552,0.00004619324,0.9014239,0.00001799913,0.0001922484,0.00001947797,0.0007200816,0.0001839669,0.0001837793,0.00001067718,0.002913016,0.09380236],"study_design_scores_gemma":[0.002413239,0.0002497173,0.9810963,0.0007108577,0.0002029352,0.00003923526,0.0002219366,0.0003668091,0.000211456,0.00001246052,0.01421247,0.000262566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996002,0.0003312795,0.00002176173,0.0005031974,0.0007292888,0.001014114,0.0003447977,0.0001483625,0.0009051763],"genre_scores_gemma":[0.9969681,0.00005442627,0.0009635821,0.0006856422,0.0004384208,0.0001155659,0.0001414201,0.00006205825,0.0005708117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469296,"threshold_uncertainty_score":0.9999917,"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."}}