{"id":"W4404579041","doi":"10.5430/jha.v13n2p77","title":"Discoveries and insights from implementing telehealth in a tele-acute unit: A retrospective study","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Unit (ring theory); Telemedicine; Medicine; Retrospective cohort study; Medical emergency; Computer science; Psychology; Health care; Surgery; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000309913,0.0001319056,0.0003320307,0.000266424,0.00006657254,0.00008263988,0.00003912986,0.00003856609,0.00003908328],"category_scores_gemma":[0.00008017955,0.000101329,0.00004506868,0.000312995,0.00003274022,0.0005153668,0.00002099241,0.0003201095,0.000001330852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411267,"about_ca_system_score_gemma":0.0004448002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575873,"about_ca_topic_score_gemma":0.0007203768,"domain_scores_codex":[0.9983976,0.00005348251,0.0008026043,0.0001869767,0.0003765558,0.000182755],"domain_scores_gemma":[0.9993304,0.0000606896,0.0002751687,0.0000840017,0.0001181089,0.0001316138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004421195,0.0007891344,0.9703153,0.0001176084,0.0002549595,0.001568522,0.01715602,1.51139e-7,0.0005703712,0.0008009466,0.0003521393,0.007632765],"study_design_scores_gemma":[0.002198748,0.03129756,0.9423651,0.0002396163,0.0002221284,0.0001552035,0.02080289,0.00005933535,0.0004191779,0.001503281,0.0006362432,0.0001007224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954123,0.0005904335,0.00012527,0.002768338,0.0003643335,0.0005695026,0.00002144525,0.00001796881,0.0001304399],"genre_scores_gemma":[0.9987531,0.0001605335,0.0005247927,0.0001087563,0.000365935,0.00001061002,0.00003690645,0.00001477454,0.00002464308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050843,"threshold_uncertainty_score":0.4132075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687768021829717,"score_gpt":0.3554373933647121,"score_spread":0.338559713146415,"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."}}