{"id":"W2922067070","doi":"10.1002/pon.5051","title":"Women's perceptions of personalized risk‐based breast cancer screening and prevention: An international focus group study","year":2019,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Radboud Institute for Health Sciences; KWF Kankerbestrijding; Karolinska Institutet; ZonMw","keywords":"Focus group; Breast cancer; Medicine; Perception; Focus (optics); Breast cancer screening; Oncology; Family medicine; Environmental health; Cancer; Internal medicine; Psychology; Mammography; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003230555,0.0001307937,0.0001918087,0.00008594103,0.00006890207,0.00001463597,0.0002060987,0.0001386088,0.001662784],"category_scores_gemma":[0.0000138135,0.00013418,0.00006425749,0.00009601911,0.0001238183,0.00001332405,0.00006155661,0.0001187321,0.000006293315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526318,"about_ca_system_score_gemma":0.0001818478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003079,"about_ca_topic_score_gemma":0.0002978213,"domain_scores_codex":[0.998781,0.0002215184,0.0002396025,0.0004312391,0.0001457414,0.0001808859],"domain_scores_gemma":[0.9992625,0.00002361483,0.0001899837,0.0002974512,0.0001458821,0.00008064354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001792258,0.001635774,0.693,0.00002410972,0.0006754381,0.000002105835,0.00703735,0.000467384,0.1326114,0.00006695875,0.0005791719,0.1621081],"study_design_scores_gemma":[0.01321114,0.005718461,0.899455,0.00003683747,0.0001702101,0.00007513778,0.03541011,0.001049779,0.0012104,0.0003107598,0.04281771,0.0005344204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939499,0.0002059524,0.003530008,0.0004005842,0.0005036786,0.00042121,0.0001511815,0.0000117529,0.0008257555],"genre_scores_gemma":[0.9947276,0.000200966,0.003952801,0.0001363011,0.0002840339,0.0002873219,0.00007858699,0.00002164364,0.0003107507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064551,"threshold_uncertainty_score":0.9992498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782407347174778,"score_gpt":0.3535637798667954,"score_spread":0.3357397063950477,"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."}}