{"id":"W2528566482","doi":"10.1186/s13058-016-0758-5","title":"Patient survival and tumor characteristics associated with CHEK2:p.I157T – findings from the Breast Cancer Association Consortium","year":2016,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"National Cancer Institute; Orionin Tutkimussäätiö; Oulun Yliopisto; Deutsche Krebshilfe; Medizinischen Hochschule Hannover; Cancer Research UK; Herlev Hospital; Canadian Institutes of Health Research; Cancerfonden; National Institute for Health and Care Research; Génome Québec; Academy of Finland; Agency for Science, Technology and Research; National Institutes of Health; Hamburger Krebsgesellschaft; Francis Crick Institute; McGill University; Itä-Suomen Yliopisto; Ida Montinin Säätiö; Sundhed og Sygdom, Det Frie Forskningsråd; Susan G. Komen; Helsingin ja Uudenmaan Sairaanhoitopiiri; Suomen Kulttuurirahasto; Ovarian Cancer Research Fund; Syöpäjärjestöt; European Commission; Breast Cancer Research Foundation; Sigrid Juséliuksen Säätiö; Deutsches Krebsforschungszentrum; Nordic Cancer Union","keywords":"Surgical oncology; Breast cancer; CHEK2; Medicine; Oncology; Internal medicine; Cancer; Gynecology; Biology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000729971,0.000195448,0.0002041131,0.0000471458,0.0003103947,0.0001032776,0.0002532883,0.0001533364,0.0003728243],"category_scores_gemma":[0.0002718559,0.0001194568,0.00004577313,0.0002614348,0.0003028925,0.00001493352,0.0002130674,0.0002503705,0.00001260771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009592374,"about_ca_system_score_gemma":0.0009371439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196359,"about_ca_topic_score_gemma":0.002064861,"domain_scores_codex":[0.9975835,0.0003358331,0.0002433402,0.0005404233,0.000726507,0.0005703613],"domain_scores_gemma":[0.9981364,0.0002699347,0.0001734619,0.0003568276,0.0009335815,0.0001297771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006416731,0.00007770016,0.8694488,0.000009689445,0.0004208266,0.000005586298,0.0002186771,0.000003675728,0.09650322,0.00002474872,0.01246286,0.02018257],"study_design_scores_gemma":[0.001160164,0.00007711395,0.9808351,0.0001721437,0.00004336113,0.00001574827,0.0001891023,0.00001303291,0.01075791,0.00002728997,0.006476513,0.0002325661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815714,0.0004141376,0.00002513264,0.01099745,0.0002829363,0.0003579604,0.006208501,0.00001698182,0.0001254761],"genre_scores_gemma":[0.9970765,0.0006164477,0.00001396711,0.0003113047,0.0005727343,0.0003895793,0.0001038729,0.00004823561,0.0008673809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113863,"threshold_uncertainty_score":0.4871307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036299485661194,"score_gpt":0.3055864834481457,"score_spread":0.2852234885915338,"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."}}