{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006522874,0.0002121663,0.0001939959,0.00006778383,0.00008154386,0.00012751,0.000118057,0.00008490061,0.0003540685],"category_scores_gemma":[0.000008054672,0.0001652778,0.00003549784,0.000223618,0.0001990617,0.00004476643,0.000208557,0.00008510232,0.000002364769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275401,"about_ca_system_score_gemma":0.000414608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002477765,"about_ca_topic_score_gemma":0.0008460594,"domain_scores_codex":[0.9988431,0.0000510083,0.0001909508,0.000485073,0.0001817734,0.0002480517],"domain_scores_gemma":[0.9995525,0.00003585917,0.00004633138,0.0002298524,0.00005917221,0.00007626765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006941135,0.0001303813,0.9793662,0.000175258,0.0003193466,0.00001586062,0.000195226,0.0001236153,0.001135973,0.001207336,0.007954259,0.008682359],"study_design_scores_gemma":[0.001035144,0.00007393228,0.9803759,0.0001637431,0.0000945302,0.00001289192,0.00004021447,0.00002780494,0.004360813,0.000327531,0.0131455,0.0003419653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794838,0.01065337,0.0000797304,0.001813351,0.0004934967,0.000242268,0.007036235,0.00003242983,0.000165338],"genre_scores_gemma":[0.9964301,0.0006578307,0.000722595,0.0003532967,0.0002746888,0.0003894315,0.0006741039,0.00005742193,0.000440527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01694633,"threshold_uncertainty_score":0.6739835,"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."}}