{"id":"W4389816357","doi":"10.1093/geront/gnad132","title":"What’s New Is Old: Building Pathways Between the Humanities and Gerontology","year":2023,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Humanities; Gerontology; Medical humanities; Medicine; Art; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001540438,0.0003123931,0.0004609071,0.0001282009,0.001294848,0.0004177172,0.001102551,0.0003000443,0.0006909507],"category_scores_gemma":[0.000132708,0.0001819866,0.0001136909,0.0002783723,0.002160878,0.000248684,0.0004213272,0.0007185477,0.00103066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004985857,"about_ca_system_score_gemma":0.00007610303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129694,"about_ca_topic_score_gemma":0.001549415,"domain_scores_codex":[0.9969253,0.0006703993,0.0003888568,0.0006196992,0.0002723811,0.001123369],"domain_scores_gemma":[0.996904,0.00169568,0.0001498471,0.001108823,0.00005268943,0.00008897271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001907712,0.00004875442,0.04220281,0.00003472002,0.0006852077,0.0001724723,0.09553573,0.000002265474,0.0000566043,0.1412807,0.5914084,0.1283816],"study_design_scores_gemma":[0.0022279,0.0006251407,0.5722168,0.00007491957,0.0002719955,0.0004052469,0.09831616,0.00009777393,0.0001557846,0.04355115,0.2811481,0.0009089909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120218,0.01124954,0.0003984976,0.05392716,0.002375345,0.000599011,0.00002134799,0.0006049907,0.01880227],"genre_scores_gemma":[0.9190836,0.0002105298,0.00006063669,0.003217065,0.0008146301,0.0001128603,0.00001532505,0.00004159275,0.07644377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.530014,"threshold_uncertainty_score":0.9997472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2854113924256679,"score_gpt":0.4114944497501141,"score_spread":0.1260830573244462,"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."}}