{"id":"W4322711400","doi":"10.2196/43126","title":"Extended Family Outreach in Hereditary Cancer Using Web-Based Genealogy, Direct-to-Consumer Ancestry Genetics, and Social Media: Mixed Methods Process Evaluation of the ConnectMyVariant Intervention","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Washington; Brigham Young University","keywords":"Outreach; Genealogy; Genetics; Hereditary Cancer; Social media; World Wide Web; Sociology; Biology; Computer science; Cancer; History; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04642688,0.001515253,0.001351375,0.001251667,0.003502004,0.002236125,0.003147369,0.001920433,0.006217979],"category_scores_gemma":[0.04184037,0.0009258373,0.001587942,0.001052361,0.00192418,0.002005684,0.00511189,0.002116716,0.0004706745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005398654,"about_ca_system_score_gemma":0.01637177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620924,"about_ca_topic_score_gemma":0.009304539,"domain_scores_codex":[0.9649575,0.02901305,0.001160334,0.001463584,0.001591951,0.001813627],"domain_scores_gemma":[0.9650016,0.02568649,0.002252158,0.001781625,0.002442132,0.002835895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03713995,0.1890366,0.01847874,0.01655918,0.00137107,0.0009679947,0.1287815,0.005558655,0.004369782,0.006450849,0.00636462,0.5849211],"study_design_scores_gemma":[0.1856802,0.4377631,0.08735786,0.01772436,0.004645667,0.0005511672,0.1578719,0.02317066,0.01536137,0.02099522,0.0481161,0.0007622627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002191,0.0006204541,0.008822634,0.0009908818,0.0001518367,0.08457763,0.0004086982,0.0001462733,0.004062499],"genre_scores_gemma":[0.7003495,0.0009022958,0.05169431,0.0009765475,0.0001037462,0.243947,0.0002298671,0.00004210947,0.001754623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04642688,"threshold_uncertainty_score":0.2455317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0798933172292253,"score_gpt":0.4376489823367275,"score_spread":0.3577556651075022,"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."}}