{"id":"W4405048718","doi":"10.1097/aog.0000000000005799","title":"Online Screening and Virtual Patient Education for Hereditary Cancer Risk Assessment and Testing","year":2024,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Myriad Genetics","keywords":"Medicine; Genetic testing; Genetic counseling; Logistic regression; Intervention (counseling); Odds ratio; Family medicine; Prospective cohort study; Guideline; Patient education; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003165239,0.0004024762,0.0003294051,0.0004437427,0.0003796838,0.0006315676,0.0007779496,0.0005750377,0.00407399],"category_scores_gemma":[0.01303728,0.0002232075,0.0003757857,0.0002713049,0.0003396641,0.0008442795,0.001333148,0.0005482033,0.000328719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928641,"about_ca_system_score_gemma":0.001816716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337475,"about_ca_topic_score_gemma":0.001871405,"domain_scores_codex":[0.9967023,0.002418065,0.0001031842,0.0001975766,0.0003524364,0.0002265568],"domain_scores_gemma":[0.992656,0.003650031,0.001525246,0.0003988274,0.0002121407,0.001557764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00923939,0.1204603,0.124258,0.001212085,0.0003252235,0.0002772005,0.002917837,0.001906908,0.003720816,0.0003553985,0.004109745,0.7312171],"study_design_scores_gemma":[0.01875493,0.2432142,0.675863,0.001563034,0.001129042,0.001415617,0.003449515,0.01720226,0.009007823,0.001169047,0.02703404,0.0001975889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958485,0.0001733211,0.00115691,0.0004852292,0.00003632718,0.0004946249,0.00006133313,0.0001018949,0.001641762],"genre_scores_gemma":[0.9898973,0.0001958647,0.008122995,0.0002608285,0.00006059522,0.0008711921,0.00007999499,0.000005248364,0.0005060898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407399,"threshold_uncertainty_score":0.01673961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917055762309123,"score_gpt":0.3157440842890606,"score_spread":0.2965735266659694,"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."}}