{"id":"W4392399923","doi":"","title":"Novel Strategies for the Study of Genetic Factors Associated with Familial Breast Cancer","year":2019,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Manchester Biomedical Research Centre; Hellenic Health Foundation; Freistaat Sachsen; Institut Gustave-Roussy; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Deutsche Krebshilfe; University of Crete; World Cancer Research Fund; Stavros Niarchos Foundation; National Institutes of Health; Deutsche Gesetzliche Unfallversicherung; California Department of Public Health; Sundhed og Sygdom, Det Frie Forskningsråd; Fondation de France; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; Gentofte Hospital; National Institute for Health and Care Research; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Institut National Du Cancer; Institut National de la Santé et de la Recherche Médicale; Instituto de Salud Carlos III; Xunta de Galicia; Robert Bosch Stiftung; European Commission; Cancer Research UK; Ministerio de Sanidad, Servicios Sociales e Igualdad; Agence Nationale de la Recherche; Associazione Italiana per la Ricerca sul Cancro","keywords":"Breast cancer; Medicine; Cancer; Oncology; Genetics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000350009,0.0006982641,0.000727789,0.00007037033,0.0002137902,0.0001097627,0.001095021,0.0006172092,0.0001183109],"category_scores_gemma":[0.00008928392,0.0004958317,0.000285713,0.0002115246,0.0004667923,0.00001102012,0.0005175815,0.0004490951,0.000004207101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586628,"about_ca_system_score_gemma":0.001988519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009282031,"about_ca_topic_score_gemma":0.01124752,"domain_scores_codex":[0.9970704,0.0001857167,0.0006672224,0.0009907556,0.0004870635,0.0005988699],"domain_scores_gemma":[0.9966816,0.0003253987,0.0007746801,0.001346569,0.0007828842,0.00008886839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001427807,0.00470688,0.1832144,0.0007737065,0.01612782,0.000003804658,0.02615656,0.6197979,0.1354852,0.001963037,0.0007289019,0.009614049],"study_design_scores_gemma":[0.008521223,0.00292733,0.8224693,0.0007632404,0.004101265,0.000021908,0.1240849,0.003532101,0.02156896,0.0003493765,0.009455321,0.002205086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803082,0.002640761,0.006884854,0.0002520075,0.001631821,0.003242164,0.004098395,0.00002098039,0.0009207805],"genre_scores_gemma":[0.9969838,0.0005412392,0.0002783956,0.00007261162,0.0005579459,0.0007917199,0.0002504608,0.0001422416,0.0003815476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392549,"threshold_uncertainty_score":0.9997493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921009113898131,"score_gpt":0.2974752266658471,"score_spread":0.2582651355268658,"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."}}