{"id":"W2796628163","doi":"10.2196/cancer.9210","title":"Development of a Web-based Family Intervention for BRCA Carriers and Their Biological Relatives: Acceptability, Feasibility, and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic counseling; Psychological intervention; Coping (psychology); Usability; Genetic testing; Intervention (counseling); Focus group; Medicine; Referral; Psychology; Nursing; Family medicine; Clinical psychology; Computer science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004811705,0.0001415048,0.0001818369,0.00003020551,0.0001061933,0.00001350274,0.0001053683,0.0001134955,0.0000395673],"category_scores_gemma":[0.0001069033,0.0001115402,0.00006243629,0.00008123829,0.0004797962,0.000005742364,0.0001428207,0.00005099814,2.214434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355432,"about_ca_system_score_gemma":0.0002998122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002550724,"about_ca_topic_score_gemma":0.000873091,"domain_scores_codex":[0.9988998,0.0001007916,0.0002995595,0.0004876816,0.00006769267,0.0001444767],"domain_scores_gemma":[0.9993424,0.00003647456,0.000107406,0.0002623367,0.0001980937,0.00005322774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008427938,0.0005255648,0.7324687,0.0001470638,0.0001701823,6.893627e-8,0.003859514,0.000006615589,0.1973698,0.00001079204,0.0002288508,0.06437001],"study_design_scores_gemma":[0.002910701,0.001468582,0.904296,0.00002501992,0.0000204657,5.470749e-7,0.004664456,0.0001598008,0.07629476,0.0002102666,0.009719843,0.0002295985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963511,0.0007302542,0.001329473,0.00004770245,0.000113048,0.001264636,0.00009404973,0.000009951164,0.00005973796],"genre_scores_gemma":[0.9961505,0.00001740897,0.002956908,0.00005082017,0.00007434345,0.0007019045,0.00002011914,0.00001079211,0.00001722966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718272,"threshold_uncertainty_score":0.4548479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05489478143573384,"score_gpt":0.3674947560057573,"score_spread":0.3125999745700234,"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."}}