{"id":"W4388499490","doi":"10.1002/jgc4.1827","title":"Promoting methodological integrity in qualitative genetic counseling research: Insights arising from the commentary by Lynch, Gillam, and Vears","year":2023,"lang":"en","type":"letter","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Women's Health Research Institute; University of British Columbia","funders":"University of British Columbia","keywords":"Columbia university; Library science; Medicine; History; Family medicine; Sociology; Media studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006518127,0.0004277792,0.0006924009,0.0002704806,0.0003495008,0.0002089574,0.0007887747,0.0009121763,0.00001671868],"category_scores_gemma":[0.001785443,0.0003333072,0.0001975529,0.0004321804,0.0004820996,0.000011311,0.0002514645,0.004228644,0.000003438886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315033,"about_ca_system_score_gemma":0.0005202029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000472605,"about_ca_topic_score_gemma":0.0002822471,"domain_scores_codex":[0.9915495,0.00453185,0.00143698,0.0007339238,0.001113392,0.0006343867],"domain_scores_gemma":[0.9940218,0.003752965,0.0008238388,0.000507048,0.0007906051,0.0001037661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001777448,0.00006884366,0.0008046312,0.0001583435,0.000672831,0.0004393543,0.05165749,0.0007450894,0.06546065,6.156511e-7,0.8645737,0.01524078],"study_design_scores_gemma":[0.002377198,0.001343634,0.002062366,0.002337732,0.000430534,0.0004327221,0.03296827,0.002369223,0.007093757,0.01124817,0.9359227,0.00141373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8195224,0.04480165,0.004097732,0.1301447,0.0008535178,0.0004601651,0.00009953665,0.00001059728,0.000009669625],"genre_scores_gemma":[0.4370478,0.09283756,0.1041473,0.3409262,0.02323783,0.0001698789,0.0008053299,0.0006111057,0.000217036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3824746,"threshold_uncertainty_score":0.9999119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598799609857453,"score_gpt":0.4248653450885883,"score_spread":0.2649853841028429,"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."}}