{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02633246,0.002111221,0.002131745,0.001622469,0.003195247,0.001364878,0.002894,0.002517248,0.02268387],"category_scores_gemma":[0.0114504,0.001601643,0.001682724,0.001205621,0.002224014,0.001619116,0.001802401,0.002697858,0.003641856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003593025,"about_ca_system_score_gemma":0.02167051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731046,"about_ca_topic_score_gemma":0.005314055,"domain_scores_codex":[0.9913903,0.005708463,0.0008635707,0.0005231062,0.000727608,0.0007868654],"domain_scores_gemma":[0.9905218,0.00309745,0.001059077,0.001197319,0.002196126,0.001928281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2334767,0.4745246,0.02055585,0.01461147,0.0004041791,0.003780394,0.01098695,0.007639939,0.01540471,0.004082765,0.0127837,0.2017486],"study_design_scores_gemma":[0.225567,0.6573125,0.05395292,0.002678132,0.0003696739,0.0007208149,0.007393213,0.003429021,0.006178065,0.001677772,0.04039163,0.0003294074],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01993101,0.00003940484,0.001682684,0.00008305514,0.00003170027,0.9771965,0.0004012909,0.00001508714,0.0006194197],"genre_scores_gemma":[0.01212634,0.0001047151,0.004375228,0.0001227464,0.00002280959,0.9827465,0.0001704518,0.000001929712,0.0003293117],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02633246,"threshold_uncertainty_score":0.139261,"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."}}