{"id":"W4400024420","doi":"10.17615/facv-0d26","title":"Germline variants and breast cancer survival in patients with distant metastases at primary breast cancer diagnosis","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Servicio Gallego de Salud; Instituto de Salud Carlos III; Cancer Council Victoria; Oulun Yliopisto; National Health and Medical Research Council; Medical Research Council; Centers for Disease Control and Prevention; Hellenic Health Foundation; Xunta de Galicia; Institut Gustave-Roussy; Norges Forskningsråd; Deutsche Krebshilfe; Institut National de la Santé et de la Recherche Médicale; University of Crete; Vetenskapsrådet; Stockholms Läns Landsting; World Cancer Research Fund; Stavros Niarchos Foundation; Kuopion Yliopistollinen Sairaala; Karolinska Institutet; Government of Canada; Ministerio de Sanidad, Servicios Sociales e Igualdad; National Institutes of Health; Gentofte Hospital; Deutsche Gesetzliche Unfallversicherung; Mutuelle Générale de l'Education Nationale; Ovarian Cancer Research Fund; Bundesministerium für Bildung und Forschung; Ministerio de Economía y Competitividad; Canadian Institutes of Health Research; Cancerfonden; National Institute for Health and Care Research; European Regional Development Fund; Academy of Finland; King's College London; Robert Bosch Stiftung; KWF Kankerbestrijding; Cancer Research UK; Freistaat Sachsen; American Cancer Society; Kreftforeningen; Sundhed og Sygdom, Det Frie Forskningsråd; Centre International de Recherche sur le Cancer; Ligue Contre le Cancer; Deutsches Krebsforschungszentrum; Associazione Italiana per la Ricerca sul Cancro; Genome Canada; Itä-Suomen Yliopisto; Fondation du cancer du sein du Québec; European Commission; Breast Cancer Research Foundation","keywords":"Breast cancer; Oncology; Medicine; Germline; Internal medicine; Cancer; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004047185,0.0001688409,0.0002994613,0.0003731524,0.0002312602,0.0003721047,0.0001700518,0.0002346344,0.003100423],"category_scores_gemma":[0.002132205,0.0001165176,0.0004554507,0.0006398131,0.0001486436,0.0001033876,0.0003078607,0.0003375882,0.0002298163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391136,"about_ca_system_score_gemma":0.0001558355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004200131,"about_ca_topic_score_gemma":0.006321708,"domain_scores_codex":[0.9997278,0.00005515379,0.00002504532,0.0001164366,0.00003443926,0.00004109276],"domain_scores_gemma":[0.9992983,0.0002862034,0.0001852487,0.000106157,0.00003866842,0.0000853292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003888852,0.00002096838,0.9926689,0.00001615555,0.0002757902,0.0001796226,0.00004056396,0.0003026832,0.001581661,0.00004477458,0.0002586366,0.004221261],"study_design_scores_gemma":[0.00003344583,0.00009288703,0.9969413,0.000008906823,0.0001757092,0.0006572442,0.00006508748,0.0006155559,0.0004863728,0.0001898375,0.00072774,0.000005932477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982333,0.0002946055,0.0001635981,0.00004850175,0.000006896096,0.00000207085,0.0009716998,0.000008708225,0.0002705721],"genre_scores_gemma":[0.9986738,0.00007628553,0.00009138449,0.00001803204,0.000006278665,0.000002497671,0.0009222077,0.000003896687,0.0002056028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004200131,"threshold_uncertainty_score":0.01037198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008655687212667374,"score_gpt":0.2341612282885363,"score_spread":0.2255055410758689,"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."}}