{"id":"W2923271922","doi":"10.2217/bmt-2019-0005","title":"Germline Mutations and Their Clinical Applications in Cancer","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Management","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital; National Research Council Canada","funders":"","keywords":"Medicine; Germline; Germline mutation; Breast cancer; Cancer; Internal medicine; Oncology; Mutation; Genetics; Gene; Biology","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":[0.00231684,0.0002437601,0.0002744361,0.0009417645,0.0002198224,0.001359993,0.0003512684,0.001049637,0.002740774],"category_scores_gemma":[0.005044478,0.0001399351,0.0001833419,0.0008126883,0.0008658024,0.0006777676,0.0004249518,0.0009818358,0.000373719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672374,"about_ca_system_score_gemma":0.0006545986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005605911,"about_ca_topic_score_gemma":0.0008984118,"domain_scores_codex":[0.9995294,0.0002001608,0.00004114346,0.00005998717,0.0001336762,0.0000356608],"domain_scores_gemma":[0.9970304,0.002008972,0.0003086075,0.00008345138,0.0003974884,0.0001712175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000754356,0.000146394,0.05579957,0.0007383396,0.00006226043,0.00169643,0.0003376975,0.001090708,0.008324247,0.05431034,0.01811657,0.8586231],"study_design_scores_gemma":[0.0002612694,0.002606265,0.1662952,0.002469771,0.0004084326,0.02417929,0.001922142,0.00898685,0.01983467,0.1327061,0.640155,0.000174975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.123777,0.7405023,0.01092434,0.08085342,0.003066272,0.00005959955,0.0004252993,0.0002084618,0.04018327],"genre_scores_gemma":[0.7157073,0.2532654,0.01015182,0.008205835,0.005389846,0.00004001218,0.0001427285,0.0000298385,0.007067152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002740774,"threshold_uncertainty_score":0.01225275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032714851095669,"score_gpt":0.3009135572073341,"score_spread":0.2905864086963775,"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."}}