{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005108494,0.0002874029,0.0003771186,0.001439157,0.006605051,0.003177455,0.000824881,0.0006607478,0.004592235],"category_scores_gemma":[0.0158844,0.000270669,0.0003853258,0.001706152,0.002001157,0.0007002775,0.002804768,0.001572209,0.0003405102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004885352,"about_ca_system_score_gemma":0.01933547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4764844,"about_ca_topic_score_gemma":0.577567,"domain_scores_codex":[0.995222,0.0009390102,0.0001791155,0.0002343627,0.001800246,0.001625205],"domain_scores_gemma":[0.9848183,0.001588417,0.002171457,0.000177136,0.002385779,0.008858898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001983348,0.0005444565,0.8753445,0.0001153411,0.00002924713,0.0004889389,0.09381393,0.000102672,0.001296105,0.0007481311,0.002666417,0.02465202],"study_design_scores_gemma":[0.0000114247,0.0003269372,0.7922398,0.0001181251,0.00001450656,0.0001922778,0.2023494,0.0001905057,0.0002195428,0.0001021122,0.004200455,0.00003494364],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997724,0.0001032105,0.00005743845,0.0005456153,0.00002191401,0.00004646852,0.00003113905,0.000002771339,0.001467454],"genre_scores_gemma":[0.9983898,0.0002042353,0.00007758016,0.0002512607,0.00001361987,0.0000311851,0.00004188657,0.000002742124,0.0009877057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5235156,"threshold_uncertainty_score":0.947422,"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."}}