{"id":"W2727906057","doi":"10.1093/geroni/igx004.203","title":"EVALUATING THE EFFECTIVENESS OF COMMUNITY REFERRALS BY EMERGENCY MEDICAL SERVICES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Home and Community Care Support Services; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Referral; Medicine; Cohort; Emergency medical services; Community service; Medical services; Family medicine; Medical emergency; Retrospective cohort study; Emergency medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03015504,0.0007518324,0.0009145043,0.001947427,0.0008846949,0.001030453,0.00178866,0.001297876,0.001646223],"category_scores_gemma":[0.1124055,0.0004137762,0.001852151,0.00182956,0.0009114827,0.001484905,0.001668787,0.000944067,0.0002845936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005152638,"about_ca_system_score_gemma":0.006704791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04459255,"about_ca_topic_score_gemma":0.06047518,"domain_scores_codex":[0.9570811,0.02766772,0.003476856,0.00249592,0.00759171,0.001686611],"domain_scores_gemma":[0.9214276,0.04169407,0.01956381,0.002968279,0.008555042,0.005791331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02601272,0.01425331,0.8065986,0.001508751,0.00390204,0.0001527007,0.002465315,0.003062931,0.000352423,0.0002719722,0.00260145,0.1388178],"study_design_scores_gemma":[0.003295921,0.04513071,0.9404861,0.0005807612,0.001839209,0.0001322975,0.001827827,0.00402108,0.0005630858,0.0002548193,0.001788567,0.00007962337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951276,0.001300448,0.0002598433,0.0004524564,0.00007252261,0.0006021104,0.0004290789,0.00002133908,0.00173467],"genre_scores_gemma":[0.9972439,0.0005200905,0.0008353216,0.0002005545,0.0000828904,0.0003905946,0.0004502525,0.000005925636,0.0002705379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04459255,"threshold_uncertainty_score":0.1594771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679546414667878,"score_gpt":0.5837960502600242,"score_spread":0.4158414087932364,"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."}}