{"id":"W4414886255","doi":"10.1002/jum.70074","title":"<scp>ULTRA</scp> ‐Metrics","year":2025,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; University of Toronto","funders":"European Society of Intensive Care Medicine; Intensive Care Society; University College London","keywords":"Modular design; Ultrasound; MEDLINE; Ultrasonography; Standardization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03511463,0.001357244,0.0009366379,0.004878553,0.002378371,0.0103853,0.004121204,0.004637484,0.1115761],"category_scores_gemma":[0.1371742,0.0008463918,0.001259173,0.009013645,0.002689421,0.004339381,0.00727687,0.004248224,0.06224069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00672613,"about_ca_system_score_gemma":0.03431258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276701,"about_ca_topic_score_gemma":0.009782037,"domain_scores_codex":[0.9598498,0.013799,0.005712627,0.001067379,0.01838551,0.001185677],"domain_scores_gemma":[0.7816283,0.0443764,0.01166458,0.02067238,0.132873,0.00878535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006016322,0.00007702041,0.0008955291,0.001674494,0.00002594536,0.0001308397,0.0003552957,0.0006771151,0.0008432774,0.01578206,0.8894737,0.09000447],"study_design_scores_gemma":[0.00003961764,0.00007818518,0.00352009,0.002961672,0.0000149092,0.0002315133,0.0002463323,0.001085103,0.001026393,0.01012051,0.9806219,0.00005380491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00407816,0.003247113,0.09335704,0.08960998,0.01081802,0.01383936,0.04434462,0.01085663,0.7298492],"genre_scores_gemma":[0.1337699,0.01009454,0.2589611,0.06528876,0.008281969,0.05187446,0.1209036,0.01538508,0.3354406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1115761,"threshold_uncertainty_score":0.3732594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315109897753458,"score_gpt":0.3663835468512824,"score_spread":0.3332324478737478,"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."}}