{"id":"W4324309262","doi":"10.2196/38246","title":"Older Adults, the “Social Admission,” and Nonspecific Complaints in the Emergency Department: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"CINAHL; PsycINFO; Emergency department; Medicine; MEDLINE; Triage; Scopus; Complaint; Family medicine; Medical emergency; Gerontology; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07714489,0.005347067,0.01429818,0.01776796,0.004890557,0.008925908,0.005627151,0.00778529,0.06579758],"category_scores_gemma":[0.07621095,0.005486404,0.01774927,0.01572726,0.005266417,0.008083366,0.007149149,0.006691165,0.009490177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01536021,"about_ca_system_score_gemma":0.06406189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007464306,"about_ca_topic_score_gemma":0.01499406,"domain_scores_codex":[0.9627041,0.01374949,0.01495664,0.002910231,0.00386742,0.00181217],"domain_scores_gemma":[0.9493442,0.01823265,0.01034608,0.003854063,0.01611671,0.002106304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004554022,0.0003998621,0.0008105853,0.9144935,0.001766133,0.001048363,0.003768078,0.001038441,0.00191417,0.004110803,0.03067836,0.03541758],"study_design_scores_gemma":[0.01469068,0.001916913,0.005041182,0.7006168,0.006700075,0.0009089279,0.004095537,0.0008933479,0.001698853,0.007026981,0.2559378,0.0004728601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003746331,0.002182657,0.0009668571,0.0003472304,0.0002397747,0.9923153,0.002941974,0.00005705771,0.0005744582],"genre_scores_gemma":[0.0003488236,0.001728057,0.002891644,0.0001795397,0.00003420511,0.9938175,0.0006689345,0.000007459112,0.0003239162],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07714489,"threshold_uncertainty_score":0.407986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5649680380533401,"score_gpt":0.6705551764120141,"score_spread":0.1055871383586741,"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."}}