{"id":"W4295942128","doi":"10.3390/jpm12091511","title":"Understanding the Patient Experience of Receiving Clinically Actionable Genetic Results from the MyCode Community Health Initiative, a Population-Based Genomic Screening Initiative","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Human Genome Research Institute; National Institutes of Health","keywords":"Biobank; Thematic analysis; Psychosocial; Population; Medicine; Genetic testing; Distress; Disease; Genetic counseling; Coding (social sciences); Qualitative research; Family medicine; Clinical psychology; Psychiatry; Bioinformatics; Genetics; Pathology; Internal medicine; Biology","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":[0.008388886,0.0003173983,0.0003795604,0.0005832098,0.003673998,0.003203829,0.0009201496,0.001663255,0.001765082],"category_scores_gemma":[0.0167789,0.0003302673,0.0003092003,0.0004940204,0.004052361,0.002872552,0.003229292,0.002193884,0.0001971657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035814,"about_ca_system_score_gemma":0.002386776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657639,"about_ca_topic_score_gemma":0.005474394,"domain_scores_codex":[0.9928625,0.005697982,0.0001663266,0.0001916811,0.0004176946,0.0006638784],"domain_scores_gemma":[0.9884415,0.008565748,0.001086189,0.0002205787,0.0004812693,0.001204811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008319769,0.00007415078,0.0154526,0.0001152195,0.00001097308,0.001493607,0.9732412,0.00006667797,0.0008289033,0.0008933129,0.0009655782,0.006774625],"study_design_scores_gemma":[0.00001133348,0.0002131819,0.006615596,0.0001211985,0.00001510692,0.001425202,0.9844284,0.0001589868,0.0003685629,0.0005874515,0.006021909,0.00003297969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912163,0.0003279777,0.0008803431,0.004870318,0.00003600514,0.00004687937,0.00006369086,0.00001448836,0.002543975],"genre_scores_gemma":[0.9974485,0.0003250798,0.000529859,0.001081926,0.00001621518,0.00005007986,0.00002826098,0.000007552438,0.00051252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008388886,"threshold_uncertainty_score":0.04436523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354716136994376,"score_gpt":0.3627088110737891,"score_spread":0.2272371973743515,"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."}}