{"id":"W2902563858","doi":"10.1377/hlthaff.2018.05103","title":"Use Of Telemedicine For ED Physician Coverage In Critical Access Hospitals Increased After CMS Policy Clarification","year":2018,"lang":"en","type":"article","venue":"Health Affairs","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Staffing; Telemedicine; Backup; Medicaid; Medical emergency; Medicine; Economic shortage; Business; Nursing; Family medicine; Health care","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":[0.0002967266,0.0001390341,0.0004465312,0.0001903922,0.00007330478,0.000007542642,0.00007309202,0.0000798851,0.00004092634],"category_scores_gemma":[0.001256948,0.0001186604,0.00007522461,0.0003659517,0.000228539,0.0001845197,0.00003473503,0.0001281452,0.000005995853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112684,"about_ca_system_score_gemma":0.0003385826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220552,"about_ca_topic_score_gemma":0.0002322692,"domain_scores_codex":[0.9985909,0.00006099131,0.0004977824,0.0002570149,0.0002024483,0.0003908212],"domain_scores_gemma":[0.9988939,0.0002017731,0.0001119169,0.0002707263,0.0003463613,0.0001753339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009244365,0.003306437,0.4165642,0.01258748,0.0004031976,0.00006092872,0.01543149,0.000002908138,0.007393267,0.02894826,0.4303368,0.07572071],"study_design_scores_gemma":[0.00401832,0.003778526,0.9407614,0.001368639,0.0001083104,0.000004704627,0.001766828,0.0002205041,0.003330006,0.001677096,0.04261667,0.0003489806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971144,0.003220755,0.002150467,0.09013952,0.0007574037,0.00320791,0.000369602,0.00009708012,0.002942896],"genre_scores_gemma":[0.9901643,0.0007628153,0.0005919989,0.007272277,0.0009085812,0.0001745492,0.00006975236,0.00002123733,0.00003448036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5241972,"threshold_uncertainty_score":0.4838833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567907682214055,"score_gpt":0.4125297600436335,"score_spread":0.3668506832214929,"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."}}