{"id":"W4392271792","doi":"10.1016/j.burns.2024.02.014","title":"Virtual burn care – Friend or foe? A systematic review","year":2024,"lang":"en","type":"review","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; Carleton University","funders":"","keywords":"Medicine; Triage; Usability; Burn units; Rounding; Medical emergency; Intensive care medicine; MEDLINE; Emergency medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003862358,0.0007154276,0.005475448,0.0003463052,0.00005665175,0.00008689295,0.0003925791,0.0002801031,0.0008534021],"category_scores_gemma":[0.0003971291,0.0003714775,0.001521493,0.0007350856,0.00005244919,0.00005754422,0.0002428268,0.0006249084,0.003832418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462873,"about_ca_system_score_gemma":0.0002755436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004408058,"about_ca_topic_score_gemma":0.000005229917,"domain_scores_codex":[0.99694,0.0001594729,0.001349125,0.0005939834,0.0005581234,0.0003993063],"domain_scores_gemma":[0.9980839,0.0001452754,0.0003818644,0.001106272,0.00009351068,0.0001891738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000346961,0.00001687122,1.600104e-7,0.9106852,0.0008369802,0.0006067523,0.0001121422,2.136937e-9,3.404263e-9,0.0008255917,0.03242766,0.05448519],"study_design_scores_gemma":[0.00008102616,0.0001000626,3.77769e-8,0.479009,0.02792059,0.000166207,0.0001380543,2.562512e-7,1.294989e-8,0.000003138306,0.4923826,0.0001989985],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.567161e-8,0.9855653,0.00001580713,0.0001907847,0.0009385624,0.006083942,0.00006542406,0.0002460231,0.006894058],"genre_scores_gemma":[0.000001579853,0.9175565,0.00003998492,0.0005591022,0.000464386,0.0007051767,0.0002831517,0.000131835,0.08025827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4599549,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173930402136234,"score_gpt":0.3845921691693456,"score_spread":0.3228528651479832,"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."}}