{"id":"W4389096450","doi":"10.24908/pocus.v8i2.16690","title":"Prevalence of Phantom Scanning in Cardiac Arrest and Trauma Resuscitations: The Scary Truth","year":2023,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imaging phantom; Medicine; Emergency department; Point of care ultrasound; Documentation; Trauma center; Emergency medicine; Nuclear medicine; Retrospective cohort study; Radiology; Ultrasound; Surgery; Nursing; Computer science","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":[0.001182206,0.00006174169,0.0001651934,0.0001128192,0.0001117451,0.00002114924,0.0001042813,0.00003965176,0.00003116402],"category_scores_gemma":[0.001277877,0.00004132428,0.00006845551,0.000456569,0.0001651449,0.00007462791,0.00002207887,0.0003483105,0.00001360138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494056,"about_ca_system_score_gemma":0.0000724274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001278487,"about_ca_topic_score_gemma":0.000002422528,"domain_scores_codex":[0.9990279,0.00008881809,0.0003770594,0.0001192222,0.0002346238,0.0001523609],"domain_scores_gemma":[0.9979089,0.001630612,0.0001203369,0.0001676496,0.00008309555,0.00008944482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001201767,0.0001416551,0.9564019,0.0002315148,0.0001091508,0.00001912602,0.003207974,0.00008302385,0.005941959,0.001409309,0.002655556,0.02967859],"study_design_scores_gemma":[0.0005446788,0.0000683999,0.9917809,0.0002673526,0.00007167928,0.00003891208,0.0007847893,0.0001484498,0.000308036,0.005436784,0.0005031431,0.0000469019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940202,0.001144231,0.00005708439,0.003020736,0.0002600149,0.0001902528,0.00001893668,0.00001740655,0.001271188],"genre_scores_gemma":[0.9972002,0.001500748,0.0007768344,0.00006368369,0.0002432855,0.00002159803,0.000002434294,0.000009292666,0.0001819394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537891,"threshold_uncertainty_score":0.1685155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244354355077899,"score_gpt":0.3676777218605746,"score_spread":0.3152341783097956,"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."}}