{"id":"W4391146828","doi":"10.1016/j.gimo.2024.101814","title":"Genetics Adviser: The development and usability testing of a new patient digital health application to support clinical genomic testing","year":2024,"lang":"en","type":"article","venue":"Genetics in Medicine Open","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; Ontario Institute for Cancer Research; University of British Columbia; Hospital for Sick Children; Public Health Ontario; Princess Margaret Cancer Centre; Sinai Health System; Sunnybrook Hospital; University Health Network; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Usability; Genetic testing; Medicine; Computer science; Genetics; Human–computer interaction; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01093945,0.0007220326,0.0003215411,0.0006952438,0.0005086341,0.00101371,0.0009605285,0.0009086208,0.006527406],"category_scores_gemma":[0.01682962,0.000320363,0.000494311,0.0002801565,0.0005234253,0.0009400379,0.001377216,0.0005629935,0.001170818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461416,"about_ca_system_score_gemma":0.001463977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007539773,"about_ca_topic_score_gemma":0.001298228,"domain_scores_codex":[0.9956023,0.003037298,0.00034623,0.0003608339,0.0004571577,0.0001961905],"domain_scores_gemma":[0.9863881,0.01020891,0.0004808057,0.0007930133,0.0012696,0.0008595437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002515889,0.007811683,0.05480868,0.003105888,0.0001688633,0.003018157,0.02441481,0.002664102,0.05178718,0.001670738,0.02825275,0.8197813],"study_design_scores_gemma":[0.005836532,0.05427321,0.3540857,0.003876502,0.001274965,0.01662153,0.02335158,0.0517913,0.1050467,0.005255304,0.3774735,0.001113126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89047,0.0005078372,0.0780931,0.001940484,0.0001562972,0.01172376,0.001373534,0.006429578,0.009305423],"genre_scores_gemma":[0.6299868,0.0004610303,0.3507077,0.001663856,0.00007756487,0.007678004,0.001362475,0.0006013017,0.007461329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093945,"threshold_uncertainty_score":0.05785406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518047217331973,"score_gpt":0.4067797098955139,"score_spread":0.3215992377221942,"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."}}