{"id":"W3092867968","doi":"10.1002/jum.15525","title":"Telerobotic Sonography for Remote Diagnostic Imaging","year":2020,"lang":"en","type":"review","venue":"Journal of Ultrasound in Medicine","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Ultrasound; Medical physics; Radiology; Ultrasonography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916183,0.0002910977,0.001575419,0.0004140238,0.00003006351,0.00002139104,0.0003398348,0.00009915636,0.00002433833],"category_scores_gemma":[0.002025211,0.0002164977,0.0003620023,0.0005941786,0.00006448467,0.00005936348,0.000009182717,0.0006455469,0.000005729969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116074,"about_ca_system_score_gemma":0.00006880818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002625258,"about_ca_topic_score_gemma":0.000001051234,"domain_scores_codex":[0.9982402,0.00002716997,0.001159214,0.0001358512,0.0002047158,0.0002328516],"domain_scores_gemma":[0.9945183,0.004710247,0.0003618398,0.0001736209,0.00007968285,0.0001563516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001536738,0.00001805664,0.00002601781,0.006682917,0.0001836471,0.00003951219,0.0001097326,0.001419107,0.000008846409,0.00008919021,0.01742229,0.9739991],"study_design_scores_gemma":[0.0003604191,0.00006333032,0.00001925062,0.01567165,0.0007546816,0.0004086095,0.00004336337,0.0005217106,3.609924e-7,0.0006464364,0.9813218,0.0001883948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002040245,0.9418539,0.05661517,0.0002620325,0.0006675118,0.0004053532,0.000008375982,0.00002755692,0.0001580146],"genre_scores_gemma":[0.00007543008,0.9907838,0.007577439,0.00006247078,0.00138945,0.00001287739,0.00002026238,0.00007316238,0.000005120146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738107,"threshold_uncertainty_score":0.8828521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183743272563704,"score_gpt":0.3204428103946292,"score_spread":0.2886053776689921,"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."}}