{"id":"W3150414455","doi":"10.3390/children8040259","title":"Utility of Genetic Testing from the Perspective of Parents/Caregivers: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Children","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Genetic testing; Construct (python library); Perspective (graphical); Test (biology); Psychology; Value (mathematics); Developmental psychology; Applied psychology; Medicine; Clinical psychology; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001521281,0.0002402134,0.0009439301,0.00002684689,0.00004495648,0.000008276719,0.0004847181,0.0001645281,0.00007632948],"category_scores_gemma":[0.0007464864,0.0001822829,0.0004236675,0.0003030772,0.0001666959,0.000001492795,0.0002908351,0.0001526168,0.000002454965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003826236,"about_ca_system_score_gemma":0.001318288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814993,"about_ca_topic_score_gemma":0.00003174361,"domain_scores_codex":[0.9983765,0.0002674223,0.0005546709,0.00050655,0.0001574629,0.0001374017],"domain_scores_gemma":[0.998026,0.0001266595,0.0006066617,0.0009094797,0.0003013835,0.00002979548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003550925,0.00008162604,0.002725613,0.02984295,0.001542336,0.0000018241,0.0001705606,0.000004067706,0.00002873912,0.00001433891,0.003324801,0.9622596],"study_design_scores_gemma":[0.0004711016,0.0001430775,0.002973462,0.9001454,0.005201822,0.00007505051,0.0003692474,0.000002056773,0.0007683921,0.00006783658,0.08889333,0.0008892569],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001771648,0.9977638,0.00007505703,0.00001698116,0.00009075031,0.001010203,0.0004525475,0.000004147375,0.0004093462],"genre_scores_gemma":[0.0003791079,0.9977213,0.001023299,0.00004165392,0.0002265426,0.00005223868,0.0005152205,0.00002934788,0.0000112547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9613703,"threshold_uncertainty_score":0.7433281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05492560989381524,"score_gpt":0.3591511181387674,"score_spread":0.3042255082449522,"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."}}