{"id":"W3211569179","doi":"10.2196/31263","title":"Understanding the Information Needs of Patients With Ovarian Cancer Regarding Genetic Testing to Inform Intervention Design: Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dell Medical School, University of Texas at Austin; University of Texas at Austin","keywords":"Genetic testing; Genetic counseling; Psychological intervention; Medicine; Information needs; Terminology; Family medicine; Computer science; Nursing; World Wide Web; 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":[0.0002075049,0.0001306973,0.0001299964,0.00008374557,0.0001249043,0.00005875795,0.0001656686,0.00005189731,0.00006463793],"category_scores_gemma":[0.00007316083,0.00009906215,0.00004849107,0.0006620649,0.00003321597,0.00002821634,0.0001428835,0.00007802615,0.000001946931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305545,"about_ca_system_score_gemma":0.0002958785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008556263,"about_ca_topic_score_gemma":0.0003311763,"domain_scores_codex":[0.999088,0.00008367286,0.0003286344,0.0001217532,0.0002122485,0.0001656909],"domain_scores_gemma":[0.9989778,0.00001968602,0.0002068611,0.0002938589,0.0004615179,0.00004027556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008248595,0.0004978126,0.6340846,0.0005951878,0.001334141,0.000002316943,0.02711432,0.09399486,0.009136594,0.0001228466,0.006009452,0.226283],"study_design_scores_gemma":[0.008385679,0.002919829,0.8619669,0.00159457,0.0004840711,0.00001078018,0.04680743,0.00109886,0.0452832,0.0001629044,0.0301092,0.001176596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8501861,0.0004256248,0.1471532,0.0003502494,0.0003138828,0.00117997,0.00003754147,0.0000133147,0.0003400449],"genre_scores_gemma":[0.9973918,0.00001969505,0.0013801,0.0003483424,0.00007959903,0.0006447874,0.00002804107,0.00001703399,0.00009056727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278823,"threshold_uncertainty_score":0.4039637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07691406265421247,"score_gpt":0.319322309352436,"score_spread":0.2424082466982235,"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."}}