{"id":"W2078425268","doi":"10.1159/000051174","title":"Opportunities for Public Health Genetics Trainees: Results of an Employer/Workplace Survey","year":2001,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maternal and Child Health Bureau; Health Resources and Services Administration","keywords":"Public health; Internship; Practicum; Competence (human resources); Quarter (Canadian coin); Medicine; Medical education; Family medicine; Psychology; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005074103,0.0002562357,0.0004074077,0.0001899224,0.0002661902,0.000082432,0.0005261606,0.0002120135,0.00001189143],"category_scores_gemma":[0.0005702492,0.0002912133,0.0001015831,0.0002944233,0.0001619158,0.00001843601,0.0001043505,0.00012997,0.000001643984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367349,"about_ca_system_score_gemma":0.008795002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003218217,"about_ca_topic_score_gemma":0.00288913,"domain_scores_codex":[0.9965898,0.0005539755,0.00104423,0.0006068794,0.0002201575,0.0009850052],"domain_scores_gemma":[0.997098,0.0001010178,0.0005987339,0.0008909185,0.0005672635,0.0007441182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008032599,0.001300539,0.005898512,0.000603414,0.0004293275,0.000003390726,0.007117683,0.001608097,0.002252615,0.0007958769,0.1402465,0.8389408],"study_design_scores_gemma":[0.001652472,0.001379672,0.006486967,0.000008236506,0.000004205627,0.00002748034,0.002060673,0.0008099509,0.000363295,0.00007133569,0.9868149,0.0003208024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023548,0.004217193,0.03474931,0.05207311,0.0008241457,0.001483053,0.003637498,0.00006232139,0.0005985572],"genre_scores_gemma":[0.9449003,0.0104342,0.02353842,0.009601505,0.0008168956,0.000209776,0.008941037,0.0001536461,0.00140419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8465684,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277422484521552,"score_gpt":0.3666782488719316,"score_spread":0.1389360004197764,"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."}}