{"id":"W2731661167","doi":"10.1093/geroni/igx004.2153","title":"DEMENTIA WORKFORCE EDUCATION: DOES IT CHANGE PRACTICE?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Workforce; Dementia; Thematic analysis; Inclusion (mineral); Nursing; Psychology; Workforce development; Medical education; Medicine; Qualitative research; 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":[0.03953632,0.0004006538,0.002040521,0.003031946,0.001177467,0.006012136,0.002001788,0.004282131,0.005025954],"category_scores_gemma":[0.1618698,0.0005655473,0.001872177,0.004305968,0.002914433,0.00948746,0.002570572,0.003981183,0.0006154481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00864026,"about_ca_system_score_gemma":0.02571607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478749,"about_ca_topic_score_gemma":0.02766189,"domain_scores_codex":[0.9692675,0.01962026,0.003589906,0.001425347,0.004514851,0.001582201],"domain_scores_gemma":[0.881267,0.08953615,0.01376524,0.001663918,0.01014084,0.00362681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000297559,0.0004727876,0.02030166,0.1427371,0.001483791,0.0003742177,0.02077156,0.0002164022,0.0001222479,0.01224157,0.02986436,0.7711168],"study_design_scores_gemma":[0.0008813552,0.00138022,0.1064436,0.5967983,0.003286613,0.00111895,0.06070049,0.0005072593,0.0004168805,0.02685146,0.2014073,0.000207503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01845385,0.7724292,0.0005898871,0.1969503,0.003584173,0.0002338829,0.0001963565,0.0000243194,0.007537968],"genre_scores_gemma":[0.3870167,0.549409,0.003213948,0.05557265,0.002568382,0.0008287422,0.0001900669,0.00002693993,0.001173565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03953632,"threshold_uncertainty_score":0.2090905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08967322567939587,"score_gpt":0.4464798411535103,"score_spread":0.3568066154741144,"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."}}