{"id":"W4410122364","doi":"10.24908/pocusj.v10i01.18073","title":"Troubleshooting Transvenous Pacemakers with Point of Care Ultrasound (POCUS)","year":2025,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Troubleshooting; Point of care ultrasound; Protocol (science); Medicine; Emergency department; Emergency physician; Medical emergency; Point of care; Computer science; Pathology; Nursing; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001352772,0.0001538812,0.0004246178,0.00014581,0.0001399991,0.00002924114,0.00004088496,0.00005670443,0.00008247134],"category_scores_gemma":[0.00004018241,0.0001046827,0.0002480101,0.0002017941,0.0000567908,0.00006819369,0.000008209612,0.0002778626,0.000004026003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692926,"about_ca_system_score_gemma":0.0002752299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005349017,"about_ca_topic_score_gemma":0.00003967506,"domain_scores_codex":[0.9989932,0.00003565596,0.0002914328,0.000148191,0.0002739716,0.0002576067],"domain_scores_gemma":[0.9992817,0.00007201944,0.0001214162,0.0001786509,0.0002033952,0.0001428319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008115357,0.001281725,0.7999311,0.001655884,0.007740866,0.007151682,0.02316425,0.0007295107,0.01034835,0.001971323,0.003013585,0.1348964],"study_design_scores_gemma":[0.09154431,0.01203662,0.6029102,0.01213681,0.01279151,0.07309416,0.07109832,0.00005873309,0.09004455,0.002581386,0.02992795,0.001775495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616244,0.004109355,0.001375885,0.0009326289,0.0002676877,0.0002999937,0.00002006563,0.00002518153,0.03134474],"genre_scores_gemma":[0.9978185,0.0001790248,0.001348513,0.0001005911,0.0001312055,0.000004776504,0.000007290491,0.00001884194,0.0003912208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1970209,"threshold_uncertainty_score":0.4268838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003766245506574368,"score_gpt":0.2512882919649314,"score_spread":0.247522046458357,"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."}}