{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009327138,0.0003846657,0.0004104722,0.0009591376,0.0003176908,0.000702244,0.0003482684,0.0005748073,0.0009742652],"category_scores_gemma":[0.00150115,0.0002309427,0.0007104692,0.0008929686,0.0001890019,0.00066062,0.0005816325,0.0003938454,0.0001671087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047401,"about_ca_system_score_gemma":0.0003777832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396262,"about_ca_topic_score_gemma":0.005434244,"domain_scores_codex":[0.9995399,0.0001322863,0.00005453196,0.0001059541,0.00007129109,0.00009612479],"domain_scores_gemma":[0.99932,0.00008543178,0.0003515785,0.00005401388,0.00007009762,0.0001188928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311,0.00005029764,0.9985107,0.00002707729,0.00008152162,0.0001269786,0.00006575212,0.00002335075,0.00003811521,0.00001201615,0.0001404433,0.0005926999],"study_design_scores_gemma":[0.00002939471,0.0002149064,0.998933,0.00001644047,0.0000520732,0.0002593425,0.0002179954,0.00006059209,0.00001462275,0.00001431029,0.0001836663,0.000003629691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0006119374,0.00003023798,0.00003264138,0.000006510866,0.00001961375,0.0006436415,0.000001644993,0.0002493297],"genre_scores_gemma":[0.9986669,0.0002774212,0.00003412496,0.00004019431,0.00001864523,0.00002725052,0.0008275531,0.000001085061,0.0001067452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00396262,"threshold_uncertainty_score":0.007879078,"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."}}