{"id":"W2337323298","doi":"10.1002/j.0022-0337.2008.72.12.tb04626.x","title":"Reforming Dental Education: Faculty Members’ Perceptions on the Continuation of Pipeline Program Changes","year":2008,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"California Endowment; Robert Wood Johnson Foundation","keywords":"Underrepresented Minority; Medical education; Endowment; Psychology; Perception; Dental education; Competence (human resources); Medicine; Political science; Social psychology","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":[0.01830795,0.000204356,0.000256968,0.0009834981,0.004720721,0.003599708,0.0009498576,0.001797134,0.003767396],"category_scores_gemma":[0.04959891,0.0003096939,0.0004294919,0.0008349538,0.002266956,0.002030576,0.002818473,0.002094478,0.0003637301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529152,"about_ca_system_score_gemma":0.008084276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009255911,"about_ca_topic_score_gemma":0.01090523,"domain_scores_codex":[0.9895518,0.004409029,0.0006964069,0.0004045335,0.0026268,0.002311304],"domain_scores_gemma":[0.9517593,0.01380401,0.009603928,0.000977879,0.006859214,0.01699556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004937714,0.001162933,0.5946804,0.0003600242,0.0001022777,0.001012887,0.2461697,0.0003842927,0.004904898,0.001456928,0.008554682,0.1407172],"study_design_scores_gemma":[0.0000513771,0.001424005,0.4855074,0.0002385392,0.00004568493,0.0004681846,0.4836311,0.0004773869,0.001114557,0.0004435503,0.02650303,0.0000952134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896787,0.000431214,0.000220096,0.00582007,0.00006942722,0.00005359617,0.00002787085,0.00001840449,0.003680582],"genre_scores_gemma":[0.9978179,0.0002918253,0.0002147488,0.0008830573,0.00005768562,0.00002372589,0.00002508823,0.000004756264,0.0006812051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830795,"threshold_uncertainty_score":0.0968228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07328578610565692,"score_gpt":0.4748718804471566,"score_spread":0.4015860943414997,"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."}}