{"id":"W4390946618","doi":"10.1007/s10055-023-00929-2","title":"Mixed reality holograms for percutaneous lead extraction of cardiac implantable electronic devices","year":2024,"lang":"en","type":"article","venue":"Virtual Reality","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Medtronic; Universidad de Sevilla","keywords":"Medicine; Radiology; Perforation; Percutaneous","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":[0.0007234499,0.0001573833,0.0006113608,0.00008504052,0.00009667106,0.0000278261,0.00001931148,0.0001257306,0.000004712153],"category_scores_gemma":[0.0002131455,0.0001326948,0.0003743675,0.0002375627,0.00008926962,0.00007761226,0.00002438606,0.0001637642,0.0000156296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159569,"about_ca_system_score_gemma":0.000162781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009579447,"about_ca_topic_score_gemma":0.0001279154,"domain_scores_codex":[0.9986156,0.00008743874,0.0003504625,0.0003582665,0.0002603083,0.0003279809],"domain_scores_gemma":[0.9988315,0.0005779781,0.00007684141,0.000286074,0.0001554937,0.000072174],"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":[0.004751179,0.0004341222,0.01419717,0.00412322,0.005042282,0.00006617398,0.002962972,0.0004165428,0.2944195,0.03052338,0.2375157,0.4055477],"study_design_scores_gemma":[0.0005914606,0.001692679,0.04224097,0.0003380063,0.001481468,0.002552395,0.002138282,0.001201062,0.01667531,0.001417042,0.9291759,0.0004954138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517361,0.005059638,0.003331175,0.0004890842,0.0009660265,0.0006615641,0.0006425057,0.0003595038,0.03675444],"genre_scores_gemma":[0.9977175,0.0007708321,0.00007904617,0.00004130326,0.0003106079,0.00002419906,0.0001833456,0.00002024013,0.0008529412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916602,"threshold_uncertainty_score":0.5411136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528045554289475,"score_gpt":0.3572039241386385,"score_spread":0.3019234685957438,"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."}}