{"id":"W4281554295","doi":"10.1371/journal.pone.0269058","title":"Triage through telemedicine in paediatric emergency care—Results of a concordance study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Concordance; Telemedicine; Medical emergency; German; Emergency medicine; Health care; Pediatrics; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01104988,0.0002480141,0.0004932442,0.001431808,0.0004629894,0.00141247,0.0007784576,0.0006778454,0.001790204],"category_scores_gemma":[0.05803543,0.0003795128,0.0005870123,0.001991902,0.0005834581,0.001213508,0.001554608,0.0006520781,0.0005760698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007218465,"about_ca_system_score_gemma":0.0007502693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676061,"about_ca_topic_score_gemma":0.001850793,"domain_scores_codex":[0.9856312,0.007675217,0.001962197,0.001301109,0.002933287,0.0004969612],"domain_scores_gemma":[0.9567704,0.02346832,0.009324976,0.003150675,0.00612573,0.001159912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000630085,0.0004618353,0.9744279,0.0002354983,0.0001236435,0.0006814136,0.009054009,0.0001367077,0.0004117639,0.000102204,0.0003205561,0.01341439],"study_design_scores_gemma":[0.00005701247,0.001039379,0.9894315,0.0001200754,0.00009450119,0.001662561,0.005199423,0.0007106697,0.0004276008,0.00004194929,0.001191135,0.00002407585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977438,0.0003678927,0.0003817421,0.00003462298,0.00002127053,0.0001208514,0.0001716721,0.000005632128,0.001152411],"genre_scores_gemma":[0.9989457,0.0001779604,0.0004129177,0.00003037751,0.00002209461,0.00007180095,0.0001846777,0.000006458598,0.0001479652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104988,"threshold_uncertainty_score":0.05843806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924014000569062,"score_gpt":0.3458136323155332,"score_spread":0.2665734923098426,"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."}}