{"id":"W2884174326","doi":"10.1111/jocn.14631","title":"The educational needs of nursing staff when working with hospitalised older people","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Alberta Health Services","keywords":"Nursing; Gerontological nursing; Medicine; Descriptive statistics; Population; Perception; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224511,0.000114271,0.0003690835,0.000142579,0.000879091,0.00002851241,0.0002646054,0.0001645836,0.0003968088],"category_scores_gemma":[0.001365301,0.00006819188,0.0001279946,0.0004376034,0.0003911922,0.0002225871,0.00001370484,0.0008124748,0.00002193799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010696,"about_ca_system_score_gemma":0.00348157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006886044,"about_ca_topic_score_gemma":0.00003783174,"domain_scores_codex":[0.9966334,0.0007214877,0.001746203,0.0001001083,0.0005198514,0.0002789914],"domain_scores_gemma":[0.9925728,0.002926896,0.002031878,0.0001989818,0.00210038,0.0001691082],"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":[0.01031474,0.004086133,0.1865354,0.00007871182,0.0002991664,0.000001465824,0.2126295,0.00001696546,0.0005197556,0.06058055,0.2353624,0.2895752],"study_design_scores_gemma":[0.004084952,0.002895175,0.6536359,0.02220621,0.0002618228,0.00003519582,0.2610963,0.0004072419,0.0001259061,0.04040965,0.01450208,0.000339601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106727,0.0002056607,0.003585119,0.06045178,0.01159037,0.0002836058,0.000001433148,0.000008390309,0.01320093],"genre_scores_gemma":[0.98888,0.00002381263,0.004701644,0.0005301479,0.004378942,0.000005596772,0.000002664225,0.00002029907,0.001456904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4671005,"threshold_uncertainty_score":0.6761346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07127070071480583,"score_gpt":0.5188065205573363,"score_spread":0.4475358198425305,"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."}}