{"id":"W3087762049","doi":"10.1186/s12877-020-01742-1","title":"Emergency department outcome of elderly patients assisted by professional home services, the EPIGER study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Shandong First Medical University; Société Française de Médecine d'Urgence","keywords":"Medicine; Emergency department; Rehabilitation; Medical emergency; Physical therapy; Emergency medicine; Gerontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005939046,0.0002826866,0.0005182158,0.00007920471,0.0006402388,0.00001038261,0.0005109412,0.0002017641,0.0007118442],"category_scores_gemma":[0.0001477159,0.0001899448,0.0001804939,0.0008874852,0.00002498188,0.000101878,0.0002742442,0.0004753986,0.0001924948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009597847,"about_ca_system_score_gemma":0.0002028404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003934658,"about_ca_topic_score_gemma":0.0002694156,"domain_scores_codex":[0.9960433,0.0008651097,0.001339878,0.0004336015,0.0007811409,0.0005369806],"domain_scores_gemma":[0.9977757,0.0003276629,0.0007692768,0.0004808748,0.0004200673,0.0002263615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950327,0.0007648763,0.9108058,0.000453636,0.00004424917,0.000001094744,0.007318641,0.000001819611,0.00003214753,0.00001602676,0.07959369,0.0007730504],"study_design_scores_gemma":[0.002286525,0.0006680445,0.969353,0.000021035,0.0001851717,1.533183e-7,0.01088945,0.00001892854,0.000007058812,0.00005260565,0.01626598,0.0002520238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904577,0.0005901593,0.0001105183,0.001055864,0.004621234,0.002478001,0.0002425717,0.00009986352,0.0003440982],"genre_scores_gemma":[0.9974496,0.00004374296,0.0002041315,0.0003098504,0.0004046005,0.0002134651,0.0002289331,0.00004522308,0.001100398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06332771,"threshold_uncertainty_score":0.7794195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645613129763812,"score_gpt":0.3713355997507016,"score_spread":0.3148794684530635,"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."}}