{"id":"W3038649705","doi":"10.1186/s40814-020-00637-7","title":"Early clinical management of severe burn patients using telemedicine: a pilot study protocol","year":2020,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Telemedicine; Medical emergency; Burn center; Medicine; Protocol (science); Patient safety; Health care; Resuscitation; Test (biology); Operations management; Emergency medicine; Poison control; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007800901,0.000226431,0.0007896429,0.00005953211,0.0001311228,0.000006641453,0.00007380954,0.00002105411,0.00003122929],"category_scores_gemma":[0.0003008269,0.0001653707,0.00004860268,0.000286878,0.0002029177,0.00008503487,0.0002026931,0.0002004507,0.000003053212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005624223,"about_ca_system_score_gemma":0.000044547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082825,"about_ca_topic_score_gemma":0.00002487707,"domain_scores_codex":[0.9973648,0.0001553034,0.001182336,0.00050889,0.0005101828,0.0002784511],"domain_scores_gemma":[0.998708,0.0001226544,0.0003059663,0.0002624888,0.0003475541,0.0002533825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004444964,0.003008708,0.9766859,0.002142889,0.0005042189,0.00001837129,0.002236093,1.647414e-7,0.00001780617,0.00001093897,0.0007089936,0.01022091],"study_design_scores_gemma":[0.02189499,0.05571568,0.9125668,0.0001612628,0.000391437,0.000002268148,0.00872915,0.00001695665,0.000008800498,0.00006113548,0.0003283694,0.0001231366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046533,0.00008384753,0.00003163317,0.0008965704,0.00008710496,0.09402784,0.000009081349,0.00004968976,0.0001609414],"genre_scores_gemma":[0.9921278,0.00004413735,0.000978553,0.0007352445,0.0002190854,0.005850342,0.00000649877,0.00001776657,0.00002052545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08817749,"threshold_uncertainty_score":0.674362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4446206423118264,"score_gpt":0.5169217190377966,"score_spread":0.07230107672597025,"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."}}