{"id":"W7065429851","doi":"","title":"Did non-standard undergraduate medical degrees widen access at eighteen British medical schools (2002 and 2011)?
\\n
\\n:The impact of the extended-entry and
\\ngraduate-entry degrees on the demography
\\nof medical school applications and accepted 
\\napplicants, in relation to standard-entry degrees 
\\nat eighteen British medical schools
\\n
\\n
\\n
\\n
\\n","year":2023,"lang":"en","type":"dissertation","venue":"Durham e-Theses (Durham University)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Durham University; Queen Margaret University","keywords":"Disadvantaged; Relation (database); Medical school; Diversity (politics); Institution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.003913839,0.00373688,0.004605833,0.001996351,0.003900058,0.002043909,0.007770612,0.003788314,0.006463255],"category_scores_gemma":[0.002798893,0.003234793,0.002207625,0.005237828,0.003625008,0.002106146,0.004759497,0.008840342,0.0003188534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511662,"about_ca_system_score_gemma":0.007450839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05208951,"about_ca_topic_score_gemma":0.1523327,"domain_scores_codex":[0.9745669,0.002543898,0.004162202,0.005137469,0.009587362,0.004002104],"domain_scores_gemma":[0.9828222,0.003052987,0.002882837,0.003613877,0.001577448,0.006050701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005743157,0.003151753,0.6162143,0.001455243,0.008099815,0.002023816,0.002184766,0.0009014265,0.0001339315,0.003072067,0.1482496,0.2087701],"study_design_scores_gemma":[0.01972909,0.001389796,0.8983986,0.01320849,0.003261726,0.000801829,0.01178427,0.006728957,0.0005641315,0.01352661,0.02308336,0.00752317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514099,0.003769225,0.003332961,0.008260942,0.001343391,0.00946621,0.003808176,0.0007118918,0.01789726],"genre_scores_gemma":[0.9574241,0.02326939,0.00009792841,0.001002245,0.001855826,0.0009723098,0.003125971,0.0008324694,0.01141977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2821842,"threshold_uncertainty_score":0.9990866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008801960589386782,"score_gpt":0.2555063589481166,"score_spread":0.2467043983587298,"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."}}