{"id":"W2730435392","doi":"10.1093/geroni/igx004.324","title":"PRESIDENTIAL SYMPOSIUM: DEVELOPING ACUTE CARE SERVICES FOR OLDER PEOPLE: GLOBAL PERSPECTIVES FOR THE NEXT DECADE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geriatrics; Acute care; Health care; Medicine; Analytics; Nursing; Medical education; Public relations; Political science; Data science","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":[0.01193466,0.001443195,0.0009478741,0.0007029096,0.004148238,0.01018742,0.001398366,0.009400712,0.0198504],"category_scores_gemma":[0.009245571,0.0003813677,0.001533224,0.000700625,0.002281677,0.007812769,0.005974567,0.01498607,0.0049047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365599,"about_ca_system_score_gemma":0.01014637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511323,"about_ca_topic_score_gemma":0.003802818,"domain_scores_codex":[0.9967695,0.001315838,0.0001967145,0.0002362756,0.0006581251,0.0008233832],"domain_scores_gemma":[0.9866903,0.001356096,0.0005364405,0.0002256379,0.003100358,0.008091082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006671806,0.0001304786,0.0005986487,0.0004522284,0.00001751346,0.0001647497,0.002513531,0.00007458016,0.000476242,0.006857672,0.9621377,0.02650994],"study_design_scores_gemma":[0.00001448054,0.0000946295,0.0009437585,0.0003441037,0.00002054932,0.0001359596,0.005237793,0.00005415997,0.0001377743,0.001722418,0.9912758,0.00001872079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002369551,0.02437514,0.0006522767,0.7879716,0.17374,0.00005456843,0.0001330253,0.00005643808,0.01064756],"genre_scores_gemma":[0.1081074,0.09650355,0.008032231,0.4260395,0.2138418,0.0006664397,0.0009372752,0.0004077145,0.1454641],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0198504,"threshold_uncertainty_score":0.06640619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698415684526966,"score_gpt":0.3605863558589796,"score_spread":0.3336021990137099,"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."}}