{"id":"W3182708434","doi":"10.1111/opn.12396","title":"Achieving innovation requires knowing history","year":2021,"lang":"en","type":"editorial","venue":"International Journal of Older People Nursing","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Public health; Reading (process); Gerontological nursing; History of nursing; Pandemic; Health care; Oral history; Psychology; Nursing; History; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Nurse education; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03055264,0.001196257,0.001376351,0.002545353,0.01480509,0.02724763,0.003117985,0.01064768,0.02085349],"category_scores_gemma":[0.03750227,0.0007580713,0.001046601,0.001577149,0.08058957,0.05449386,0.02087146,0.0144723,0.0114235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00842308,"about_ca_system_score_gemma":0.01721654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817176,"about_ca_topic_score_gemma":0.002771355,"domain_scores_codex":[0.9752902,0.01437519,0.001095164,0.002952769,0.004171439,0.002115203],"domain_scores_gemma":[0.9564974,0.02172897,0.001962031,0.01169355,0.004054176,0.004063929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001196599,0.00003423668,0.000286655,0.0001906572,0.00001516337,0.0001459419,0.0175542,0.0001702466,0.0001608573,0.90582,0.04162307,0.03398697],"study_design_scores_gemma":[0.000007088596,0.00002585661,0.0001148896,0.0005957503,0.000007248577,0.0001172787,0.0056112,0.000102354,0.0001655079,0.4713493,0.5218787,0.00002470004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.006407557,0.02980195,0.05110893,0.3331543,0.007917693,0.0002642138,0.0001552521,0.0006389123,0.5705512],"genre_scores_gemma":[0.5451715,0.0428101,0.0785502,0.1290338,0.008440101,0.0009674242,0.0004697202,0.001480511,0.1930766],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03055264,"threshold_uncertainty_score":0.1615797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116371139239182,"score_gpt":0.4121546124035657,"score_spread":0.3709909010111739,"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."}}