{"id":"W3036770389","doi":"10.2196/19417","title":"Application and Preliminary Outcomes of Remote Diagnosis and Treatment During the COVID-19 Outbreak: Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; Retrospective cohort study; Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); Outpatient clinic; Emergency medicine; Medical emergency; Disease; Health care; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008351627,0.0002850987,0.0004370379,0.0007297091,0.0007449691,0.0006661203,0.0005135439,0.0005211338,0.001883193],"category_scores_gemma":[0.002866128,0.0003103353,0.0007006644,0.001088445,0.0003322509,0.000726427,0.0007192314,0.0007200433,0.0002524545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005064044,"about_ca_system_score_gemma":0.0005277014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045513,"about_ca_topic_score_gemma":0.006098357,"domain_scores_codex":[0.9991361,0.0001807754,0.000128488,0.0002301156,0.0001401913,0.0001843075],"domain_scores_gemma":[0.9980795,0.0002457227,0.001002156,0.0001744301,0.0002010385,0.0002970796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009077914,0.0000438901,0.9990957,0.00001586389,0.00002549923,0.0001045734,0.0001254421,0.00001319538,0.00005153768,0.000008068087,0.00005435403,0.0003711849],"study_design_scores_gemma":[0.000008961402,0.000239773,0.9984112,0.0000130114,0.0000346432,0.0002992556,0.0007207956,0.00009379453,0.00002646409,0.00001042638,0.0001353746,0.000006361777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990521,0.0001574131,0.00004963754,0.0000156961,0.000004146317,0.00003858769,0.0003745975,0.00000131878,0.0003064323],"genre_scores_gemma":[0.9992616,0.00009648003,0.00005664579,0.00002532559,0.000008031514,0.00004250949,0.0004235594,0.000001777217,0.00008420034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045513,"threshold_uncertainty_score":0.01202065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464280251848938,"score_gpt":0.4158073525513071,"score_spread":0.3511645500328177,"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."}}