{"id":"W4353015595","doi":"10.1002/jgc4.1698","title":"Barriers in applying to genetic counseling Master's degree programs: Perceptions of prospective applicants when compared with Canadian admissions committee members","year":2023,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Accreditation; Diversity (politics); Genetic counseling; Family medicine; Medicine; Public health; Medical education; Prospective cohort study; Psychology; Nursing; Political science","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":[0.001766601,0.0001601914,0.000403115,0.000585843,0.0005311939,0.00009555496,0.0006182865,0.00009610771,0.0002607891],"category_scores_gemma":[0.000215647,0.0001500591,0.00008244857,0.001101185,0.0002260921,0.0000950431,0.00003345374,0.0003372025,0.00001037616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116145,"about_ca_system_score_gemma":0.001933274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03254966,"about_ca_topic_score_gemma":0.2892663,"domain_scores_codex":[0.9971922,0.000151729,0.0005475179,0.0002212338,0.001329428,0.0005578831],"domain_scores_gemma":[0.9976699,0.000126157,0.0002497547,0.0001771986,0.0006468932,0.001130054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734038,0.00007067459,0.6787605,0.00007454211,0.0001764029,0.0002561832,0.2691673,0.02128784,0.0004345009,0.0000278731,0.002527382,0.02704337],"study_design_scores_gemma":[0.002056727,0.0006060352,0.1031464,0.001789729,0.0003086387,0.00004745914,0.8678582,0.002235231,0.00002061108,0.0006201482,0.02079942,0.0005114247],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955336,0.0002682715,0.001121452,0.001099647,0.0002089216,0.0008246676,0.00001558808,0.00002205159,0.0009057432],"genre_scores_gemma":[0.9922644,0.0003559708,0.006735214,0.0002905696,0.0001782203,0.00003009564,0.00000261154,0.00001912125,0.0001237951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5986909,"threshold_uncertainty_score":0.9738927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775706081320367,"score_gpt":0.2850135344935017,"score_spread":0.247256473680298,"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."}}