{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293895,0.000177171,0.0003298513,0.001098685,0.000398382,0.0006845464,0.0003890794,0.0004389886,0.002881815],"category_scores_gemma":[0.002913801,0.00008710738,0.0006216612,0.002100749,0.0002186599,0.0001898533,0.000706138,0.0003537303,0.0002330476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713437,"about_ca_system_score_gemma":0.0004519105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032361,"about_ca_topic_score_gemma":0.004781608,"domain_scores_codex":[0.999104,0.0001660502,0.00009039313,0.0003034883,0.0002127356,0.0001233587],"domain_scores_gemma":[0.9979539,0.000461393,0.0007694354,0.000233789,0.0002955212,0.0002859533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003574414,0.00001142887,0.9958284,0.00002443507,0.0002059769,0.0003211696,0.00005560424,0.000121085,0.0007639606,0.00003756319,0.0004936166,0.00177928],"study_design_scores_gemma":[0.0000138004,0.0000510686,0.9974149,0.00001184714,0.0001606445,0.001034525,0.0001023238,0.0001735496,0.0002090465,0.00007086855,0.0007502323,0.00000702863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994629,0.0005200931,0.0002468825,0.00009639454,0.00001164307,0.00001079307,0.003346733,0.00000902592,0.001129516],"genre_scores_gemma":[0.9961636,0.0001177727,0.0001040529,0.00002980259,0.00001243401,0.00001761347,0.0033669,0.000007491774,0.0001802727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005032361,"threshold_uncertainty_score":0.01000613,"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."}}