{"id":"W1964598424","doi":"10.1038/sj.bdj.2012.663","title":"Career choice, pathways and continuing professional development of dental nurses at one institution","year":2012,"lang":"en","type":"article","venue":"BDJ","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Workforce; Ethnic group; Scope of practice; Medicine; Professional development; Career Pathways; Continuing education; Dental nurse; Scope (computer science); Career development; Continuing professional development; Family medicine; Job satisfaction; Nursing; Medical education; Psychology; Health care; Political science","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":[0.002118731,0.0001255037,0.0002184211,0.001289282,0.002913458,0.00291434,0.0007801663,0.0008093066,0.005176878],"category_scores_gemma":[0.01200071,0.0002375152,0.0002824372,0.0009036598,0.0007630076,0.0009720905,0.002479497,0.001698312,0.0007323523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815392,"about_ca_system_score_gemma":0.008219184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875241,"about_ca_topic_score_gemma":0.06368952,"domain_scores_codex":[0.998013,0.0005024861,0.0001181083,0.0001268546,0.0003146012,0.0009248874],"domain_scores_gemma":[0.9861103,0.001659125,0.002025238,0.0001059542,0.001080164,0.009019148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004249839,0.0008811961,0.9734118,0.00002663523,0.00001551188,0.0004398254,0.008508465,0.0001295363,0.0003213666,0.0006502647,0.0006730123,0.01451734],"study_design_scores_gemma":[0.00004514296,0.0006906089,0.9308376,0.0001003523,0.000012697,0.0008546987,0.06222384,0.0006748751,0.0002516638,0.0007507904,0.003514524,0.00004306495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984165,0.0001071642,0.00001556748,0.000254695,0.000006388837,0.000007934932,0.00004195546,9.75904e-7,0.00114882],"genre_scores_gemma":[0.9986624,0.0001055836,0.00005416309,0.00006611073,0.000003692269,0.000005975657,0.00004162221,0.000001788604,0.001058702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875241,"threshold_uncertainty_score":0.05717009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457626048220981,"score_gpt":0.471168609720694,"score_spread":0.3254060048985958,"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."}}