{"id":"W2128332134","doi":"10.1111/medu.12518","title":"Impact of selection strategies on representation of underserved populations and intention to practise: international findings","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; St. Michael's Hospital","funders":"Atlantic Philanthropies","keywords":"Rurality; Graduation (instrument); Medical education; Accountability; Population; Medicine; Psychology; Workforce; Rural area; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006518119,0.0002968608,0.0002652619,0.001059539,0.0005568428,0.001098769,0.0005657052,0.0005557765,0.004847346],"category_scores_gemma":[0.01671664,0.000182371,0.0006684356,0.001505085,0.001750768,0.001062323,0.0017488,0.0005566133,0.0003025303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220961,"about_ca_system_score_gemma":0.0008594479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007023382,"about_ca_topic_score_gemma":0.005961018,"domain_scores_codex":[0.995927,0.00226209,0.0003365125,0.0004829544,0.000558205,0.000433191],"domain_scores_gemma":[0.973564,0.01074877,0.01029641,0.001807859,0.00182625,0.001756723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007931161,0.00009007184,0.9854117,0.00005892202,0.0001006484,0.00005604359,0.005405216,0.00008194052,0.000182195,0.0001978658,0.0001290654,0.008206956],"study_design_scores_gemma":[0.000003948752,0.0001193197,0.9952525,0.00004528581,0.00002669308,0.00005645307,0.003901261,0.0001014764,0.00007738122,0.00006127754,0.00035026,0.000004227851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969141,0.000271567,0.0002301752,0.000215711,0.000008615398,0.00003623522,0.00008651201,0.000004230131,0.002232781],"genre_scores_gemma":[0.9996883,0.00005791077,0.0000641171,0.00003609522,0.0000040034,0.00001074314,0.00002633329,0.000002106153,0.0001103311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007023382,"threshold_uncertainty_score":0.03447157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08430271816580713,"score_gpt":0.5462462733172938,"score_spread":0.4619435551514867,"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."}}