{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005118547,0.0001777429,0.0002948464,0.002774283,0.0005502451,0.001387393,0.0006381187,0.001182102,0.00199959],"category_scores_gemma":[0.03964087,0.000414388,0.000289355,0.001648368,0.00172602,0.001821637,0.001294438,0.000808342,0.000284996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000527303,"about_ca_system_score_gemma":0.000388047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671185,"about_ca_topic_score_gemma":0.003027743,"domain_scores_codex":[0.9945873,0.001747516,0.000866058,0.0009262578,0.001423545,0.0004491651],"domain_scores_gemma":[0.9511662,0.01722788,0.02499455,0.002813251,0.002415869,0.001382228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000351969,0.000007765184,0.9965017,0.00001530652,0.00000990409,0.0001251572,0.0001981557,0.00003112885,0.00007912824,0.00007878759,0.0001852592,0.002732484],"study_design_scores_gemma":[0.000002107754,0.00005742394,0.9952808,0.00005426958,0.0000127991,0.00252329,0.0009863522,0.0004594647,0.0001247585,0.0001695527,0.0003196321,0.000009572099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955965,0.001094526,0.0006894462,0.001248454,0.00003940554,0.00001042971,0.0002701659,0.00001332348,0.001037863],"genre_scores_gemma":[0.9993473,0.0002051352,0.0001676276,0.00009579917,0.00004157564,0.00000352707,0.0001083164,0.000002776658,0.00002795854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118547,"threshold_uncertainty_score":0.02706981,"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."}}