{"id":"W2622003225","doi":"10.1111/jpc.13599","title":"Telehealth in paediatric surgery: Accuracy of clinical decisions made by videoconference","year":2017,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Queensland; Queensland Health","keywords":"Medicine; Telehealth; Concordance; Cohort; Population; Telemedicine; Cohort study; General surgery; Medical emergency; Surgery; Health care; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005015103,0.0001570737,0.001222784,0.000542097,0.0002516682,0.00002498941,0.000193532,0.0001339552,0.00002767727],"category_scores_gemma":[0.00675783,0.000121094,0.0001918316,0.0002674336,0.00008771064,0.0002225345,0.00006325899,0.0008650745,0.000001022769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006985752,"about_ca_system_score_gemma":0.00216468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005413214,"about_ca_topic_score_gemma":0.0001462015,"domain_scores_codex":[0.9956129,0.0002095093,0.002968115,0.0002115789,0.0005821295,0.0004157215],"domain_scores_gemma":[0.992251,0.002019224,0.004341462,0.0003445469,0.0002906237,0.0007531163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454489,0.0003039532,0.7314358,0.0002330059,0.00001476282,0.00002013651,0.0001449667,2.199192e-7,0.000001433616,0.00006016627,0.03030975,0.2373303],"study_design_scores_gemma":[0.003518113,0.001208911,0.9776161,0.0003400375,0.00005588573,0.0001299453,0.0002982678,0.00002691675,0.000005259639,0.0002576733,0.01645894,0.0000839222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940909,0.008274331,0.0002805996,0.04934436,0.0006499432,0.0003845185,0.00005928908,0.000005331608,0.00009269001],"genre_scores_gemma":[0.8819924,0.1125141,0.001020103,0.003291213,0.00113853,0.000001712564,0.00001906084,0.00001432938,0.000008495585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461803,"threshold_uncertainty_score":0.8090242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09307686334237616,"score_gpt":0.4435464876787356,"score_spread":0.3504696243363594,"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."}}