{"id":"W4412438877","doi":"10.1002/jgc4.70076","title":"Factors influencing retention of patient‐facing genetic counselors: Role of generational age and work environment","year":2025,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Autonomy; Flexibility (engineering); Medicine; Specialty; Job satisfaction; Health care; Family medicine; Nursing; Position (finance); Work experience; Psychology; Work (physics); Business; Social psychology; Political science; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001505595,0.0002014266,0.0001610784,0.0005088411,0.001054463,0.001130797,0.0004559915,0.000483518,0.00402262],"category_scores_gemma":[0.007390579,0.0001346187,0.0003558031,0.0003645013,0.0004313415,0.000582552,0.0007269585,0.0006870905,0.0003195431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390276,"about_ca_system_score_gemma":0.00106295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185002,"about_ca_topic_score_gemma":0.01720785,"domain_scores_codex":[0.9991915,0.00029692,0.00005662745,0.00007457934,0.000133519,0.0002469416],"domain_scores_gemma":[0.9949659,0.001456461,0.001691029,0.0001604063,0.0004249926,0.001301272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003422055,0.00007673541,0.9939625,0.00001160635,0.00001670383,0.0001363204,0.001550069,0.00002718638,0.00007240586,0.00003692488,0.0002652212,0.003810118],"study_design_scores_gemma":[0.000005165798,0.0001684111,0.9887792,0.00007105897,0.00002517106,0.0002979767,0.009502037,0.0002071231,0.00005599505,0.00009531093,0.0007801559,0.00001243827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983621,0.0002445666,0.0000695105,0.000411464,0.00001221546,0.00001056551,0.00004213959,0.000002203558,0.0008450614],"genre_scores_gemma":[0.9994457,0.0001031793,0.00004875454,0.00007445965,0.000006799502,0.000004286172,0.00002837471,0.0000012911,0.000287086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185002,"threshold_uncertainty_score":0.02356213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342653130352963,"score_gpt":0.23020605215913,"score_spread":0.2167795208556004,"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."}}