{"id":"W2069007658","doi":"10.1016/j.annemergmed.2011.01.021","title":"A Systematic Review and Qualitative Analysis to Inform the Development of a New Emergency Department-Based Geriatric Case Management Model","year":2011,"lang":"en","type":"review","venue":"Annals of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; CINAHL; Emergency department; Psychological intervention; Context (archaeology); MEDLINE; Systematic review; Health care; Qualitative research; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002674226,0.0008045236,0.006310052,0.001069963,0.0001688323,0.000001073872,0.0003943083,0.0001413405,0.001133933],"category_scores_gemma":[0.0008916779,0.0004416354,0.001293465,0.00444066,0.00008852225,0.00005911387,0.0002119781,0.0002244189,0.00001352286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003731428,"about_ca_system_score_gemma":0.0003054684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009623235,"about_ca_topic_score_gemma":0.0001390761,"domain_scores_codex":[0.9925997,0.000286008,0.00534099,0.0005838439,0.0007292137,0.0004602849],"domain_scores_gemma":[0.9952333,0.0001366532,0.002233058,0.001088128,0.0009226576,0.0003862233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000246727,0.0001326852,0.00000271778,0.9025058,0.02116936,0.00002717816,0.01049768,0.000001737869,1.054786e-7,0.0002976934,0.0510943,0.01424608],"study_design_scores_gemma":[0.0006241484,0.0009448463,0.00001333215,0.4514908,0.3389643,0.00004942744,0.005849918,0.00004124279,0.000003366766,0.0001749784,0.200752,0.00109154],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002846778,0.9901668,0.00121703,0.000659194,0.0002866285,0.005380704,0.0000903697,0.0000224244,0.002148403],"genre_scores_gemma":[0.00003794022,0.9947529,0.001172038,0.0002444461,0.00006558824,0.0008182187,0.0001645936,0.00004633811,0.002697956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.451015,"threshold_uncertainty_score":0.9998035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2691207363889768,"score_gpt":0.4938815113901182,"score_spread":0.2247607750011414,"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."}}