{"id":"W4391451132","doi":"10.1186/s12909-024-05038-5","title":"From field of dreams to back to the future? Exploring barriers to participating in continuing professional development (CPD) programs","year":2024,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Prince Albert Grand Council; University of Saskatchewan","funders":"","keywords":"Racism; Feeling; Professional development; Medical education; Faculty development; Public relations; Pandemic; Psychology; Sociology; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Social psychology; Gender studies","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":[0.02256449,0.0002815741,0.0004427632,0.0009169382,0.01188916,0.00876343,0.002370274,0.002006276,0.005261896],"category_scores_gemma":[0.05024946,0.0004695591,0.0004224807,0.0008408285,0.01154009,0.008887105,0.009146655,0.006078012,0.0005437163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007028615,"about_ca_system_score_gemma":0.01957042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738808,"about_ca_topic_score_gemma":0.02438157,"domain_scores_codex":[0.9781898,0.01431672,0.0007005926,0.0008071462,0.00264873,0.00333706],"domain_scores_gemma":[0.956936,0.01907969,0.003934375,0.0009844985,0.003957877,0.01510758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006866577,0.0002509899,0.03688485,0.0005245616,0.00002667484,0.0007914798,0.8920486,0.00009403848,0.0005631858,0.009170266,0.01170265,0.04787408],"study_design_scores_gemma":[0.000007656269,0.00007157506,0.007610295,0.0004991472,0.00000599931,0.000279554,0.9589557,0.00009405663,0.0001009935,0.002549075,0.02980145,0.00002448516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841073,0.00460866,0.003556104,0.12578,0.0006746158,0.0001826935,0.00009801473,0.00006794761,0.02395893],"genre_scores_gemma":[0.9899457,0.001782499,0.001366217,0.004877853,0.00006105081,0.0001162909,0.00003898709,0.00002540262,0.001786107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256449,"threshold_uncertainty_score":0.1193338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600307025261563,"score_gpt":0.4713907823642871,"score_spread":0.3953877121116715,"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."}}