{"id":"W1573520435","doi":"10.1111/ggi.12538","title":"Efficacy of emergency department‐based interventions designed to reduce repeat visits and other adverse outcomes for older patients after discharge: A systematic review","year":2015,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; CINAHL; Emergency department; Referral; MEDLINE; Population; Emergency medicine; Family medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001248809,0.001072735,0.004368366,0.001374226,0.0001081695,0.00004940399,0.0008922993,0.0008482618,0.0004808033],"category_scores_gemma":[0.004299209,0.0009109108,0.001502453,0.0004382994,0.0001330831,0.000228527,0.0004353374,0.0004658292,0.00004543834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144196,"about_ca_system_score_gemma":0.0004098455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004991894,"about_ca_topic_score_gemma":0.0001102948,"domain_scores_codex":[0.9927256,0.000471911,0.003742949,0.001466583,0.0009175104,0.0006754479],"domain_scores_gemma":[0.9932436,0.0009322233,0.002492237,0.0009036002,0.001934043,0.0004942963],"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":[0.002463018,0.005160111,0.02257078,0.8230802,0.01514918,0.0001460805,0.001280666,0.000005145281,0.000003149192,0.00195407,0.04182545,0.08636212],"study_design_scores_gemma":[0.02562325,0.002876158,0.0212301,0.223166,0.04339561,0.000726597,0.0001558596,0.0001699302,0.000005043445,0.0003161561,0.6784373,0.003897958],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001540362,0.9728373,0.00359486,0.002031318,0.006435002,0.01049778,0.002693531,0.00009657383,0.0002732795],"genre_scores_gemma":[0.002333371,0.9750668,0.008121792,0.001392251,0.0005896759,0.005867655,0.003257032,0.0002412013,0.00313017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6366119,"threshold_uncertainty_score":0.9993342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036776740011909,"score_gpt":0.4035215854788585,"score_spread":0.3331538180787394,"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."}}