{"id":"W4224316600","doi":"10.2196/36824","title":"Emergency Telemedicine Mobile Ultrasounds Using a 5G-Enabled Application: Development and Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Computer science; Telemedicine; Usability; Multimedia; Wireless network; Computer network; Wireless; Real-time computing; Telecommunications; Health care; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005538399,0.0006570407,0.000426307,0.0008134589,0.0002515184,0.0005786082,0.0004520355,0.0005323354,0.00115168],"category_scores_gemma":[0.008830137,0.000201603,0.0004970538,0.0003000763,0.0003836204,0.0006737088,0.0006567148,0.0002615202,0.0002945497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003404513,"about_ca_system_score_gemma":0.0003562061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006688062,"about_ca_topic_score_gemma":0.001041832,"domain_scores_codex":[0.9977385,0.001330769,0.0001644421,0.0001849749,0.0004063141,0.0001749343],"domain_scores_gemma":[0.9940347,0.003384935,0.0002901311,0.0003000448,0.001685754,0.0003045385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004025491,0.02136731,0.216795,0.005337287,0.0004838939,0.005229345,0.04385865,0.006403151,0.1969419,0.001497858,0.005395909,0.4926642],"study_design_scores_gemma":[0.001016779,0.1749745,0.622603,0.001373389,0.001174774,0.008426686,0.02798541,0.03915035,0.08955977,0.0006478913,0.03272205,0.0003653715],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943349,0.000122195,0.003928551,0.00004956588,0.00001192144,0.0006930648,0.00004286576,0.00004770433,0.0007692968],"genre_scores_gemma":[0.9788577,0.000402003,0.017963,0.00009781203,0.00002683807,0.0008367412,0.0001766053,0.00003594188,0.001603316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005538399,"threshold_uncertainty_score":0.02929026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09269517120536784,"score_gpt":0.475535854381562,"score_spread":0.3828406831761941,"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."}}