{"id":"W2989769862","doi":"10.3389/fgene.2019.01189","title":"Informing Integration of Genomic Medicine Into Primary Care: An Assessment of Current Practice, Attitudes, and Desired Resources","year":2019,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Children's Hospital of Eastern Ontario; University of Toronto; Sinai Health System","funders":"","keywords":"Referral; Genetic testing; Genetic counseling; Family medicine; Medicine; Family history; Medical education; Psychology; Genetics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481889,0.0001100135,0.000196984,0.0001189461,0.00001979117,0.000006327531,0.0001531962,0.00009325348,0.00000288967],"category_scores_gemma":[0.00003794022,0.0001077342,0.00002194665,0.00008975864,0.0001444452,0.00001042895,0.00009235449,0.00008658339,1.518846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386927,"about_ca_system_score_gemma":0.0002407174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002669644,"about_ca_topic_score_gemma":0.00003083948,"domain_scores_codex":[0.9990924,0.00006785196,0.0003490405,0.0002215492,0.0001635902,0.0001055811],"domain_scores_gemma":[0.9992401,0.000014046,0.0002329978,0.0003145938,0.000162129,0.00003616091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001225323,0.00008284064,0.3304948,0.0004847958,0.00007291735,4.170174e-7,0.003728007,0.002006775,0.4442349,0.00004951765,0.000376156,0.2183463],"study_design_scores_gemma":[0.003887273,0.002961778,0.7840111,0.0004854127,0.0002068391,0.00001313183,0.01213751,0.004618477,0.1247112,0.0003595863,0.06594558,0.0006621367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593673,0.02200422,0.01720395,0.00003097664,0.000499205,0.000304436,0.000008460825,0.000002829971,0.0005786011],"genre_scores_gemma":[0.8693728,0.002858724,0.1274825,0.00004108214,0.00006114495,0.00001169356,0.0001438876,0.00001352624,0.0000146493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4535162,"threshold_uncertainty_score":0.4393275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213629764333803,"score_gpt":0.3306590779585728,"score_spread":0.3185227803152348,"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."}}