{"id":"W4403074557","doi":"10.1186/s13089-024-00392-3","title":"Comparison of 6 handheld ultrasound devices by point-of-care ultrasound experts: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NYU Grossman School of Medicine; Quality Enhancement Research Initiative; York University; Virginia Commonwealth University; School of Medicine, Emory University; University of Minnesota; University of South Carolina; VA National Center for Patient Safety; Kaiser Permanente; Emory University; Case Western Reserve University; University of Central Florida; Washington State University; School of Medicine, Case Western Reserve University; Brown University; New York City Department of Health and Mental Hygiene; U.S. Department of Veterans Affairs","keywords":"Medicine; Ultrasound; Cross-sectional study; Medical physics; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004098565,0.0003824973,0.0006756751,0.001890218,0.0005410031,0.0008489815,0.0005674717,0.001123712,0.002187863],"category_scores_gemma":[0.01147872,0.0005684689,0.0008014236,0.00143736,0.0005229596,0.001696558,0.000794224,0.0006982526,0.0004547897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272902,"about_ca_system_score_gemma":0.0002977054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788656,"about_ca_topic_score_gemma":0.001396728,"domain_scores_codex":[0.9956032,0.001498399,0.0006927371,0.0006848989,0.001200036,0.0003206835],"domain_scores_gemma":[0.9834698,0.007411409,0.005172393,0.0004560511,0.002169091,0.001321318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001666746,0.0001937784,0.9981846,0.00003014079,0.00005784402,0.00004524263,0.0004587241,0.00001453365,0.0001063067,0.000007719733,0.00003334433,0.0007011209],"study_design_scores_gemma":[0.0000297636,0.001612268,0.9950861,0.00002242412,0.00004807187,0.0002812874,0.002446521,0.0002412824,0.00007288437,0.00001220481,0.0001360634,0.00001108392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994206,0.0001670254,0.00007019231,0.00001457884,0.000003568428,0.00004420684,0.00007491284,0.000001240663,0.0002035781],"genre_scores_gemma":[0.9994864,0.00007365807,0.000149984,0.00004470717,0.000008802078,0.00004728069,0.0001115952,0.000001793308,0.00007579726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004098565,"threshold_uncertainty_score":0.02167553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055890064906812,"score_gpt":0.4196789275389896,"score_spread":0.3691200268899215,"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."}}