{"id":"W2977854348","doi":"10.1093/geroni/igx004.771","title":"AGING: RETHINKING WHAT AND HOW WE TEACH","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":"University of Calgary","funders":"","keywords":"Curriculum; Specialty; Mandate; Staffing; Nursing; Medical education; Internship; Nurse education; Workload; Gerontological nursing; Psychology; Lifelong learning; Medicine; Pedagogy; Political science; Family medicine","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":[0.02087528,0.0009109261,0.0008047973,0.003108812,0.01051759,0.01733672,0.002912068,0.00570532,0.004582248],"category_scores_gemma":[0.02140911,0.0005271241,0.0007294223,0.001501856,0.03775974,0.02054477,0.008685501,0.01809207,0.002165303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01588961,"about_ca_system_score_gemma":0.02918879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0681583,"about_ca_topic_score_gemma":0.1048,"domain_scores_codex":[0.9866613,0.007996499,0.0004545376,0.001065077,0.002375503,0.001447107],"domain_scores_gemma":[0.9811006,0.009437549,0.0006575928,0.001111993,0.003036251,0.004655987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004672062,0.0002584239,0.003360273,0.00195589,0.00005726934,0.0004307766,0.1941567,0.0005493633,0.00115908,0.2200508,0.1973542,0.3806204],"study_design_scores_gemma":[0.00001315752,0.00008401735,0.001638582,0.003469013,0.00002298813,0.0003201828,0.05548108,0.0001421686,0.0002847325,0.06798182,0.8705087,0.00005365001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009601423,0.1015146,0.01746961,0.7999142,0.0262923,0.000112469,0.0000639106,0.0004384833,0.04459313],"genre_scores_gemma":[0.2903426,0.2073504,0.06944501,0.3651946,0.01608633,0.000741976,0.0001820354,0.001091946,0.0495652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0681583,"threshold_uncertainty_score":0.1355231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925403098828369,"score_gpt":0.3866752480983899,"score_spread":0.3174212171101062,"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."}}