{"meta":{"query_hash":"dae1ee4e26e0","filters":{"venue":"IEEE Transactions on Ultrasonics"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dae1ee4e26e0","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Transactions+on+Ultrasonics"},"results":[{"id":"W4417201899","doi":"10.1109/tuson.2025.3642773","title":"Flash-Replenishment Passive Acoustic Mapping for Robust Monitoring of Transvertebral Focused Ultrasound","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Ultrasonics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cavitation; Focused ultrasound; Ultrasound; High-intensity focused ultrasound; Pulse (music); Sound pressure; Reflection (computer programming); Bioacoustics","score_opus":0.01949338698045368,"score_gpt":0.2395424171387359,"score_spread":0.2200490301582822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417201899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72585565,0.002121736,0.26770982,0.00029894264,0.000107177235,0.00011908645,0.00028258737,0.00079415925,0.0027107554],"genre_scores_gemma":[0.9079244,0.0010712137,0.08727061,0.0001676512,0.000028323322,0.00016621714,0.00022715594,0.00010880221,0.0030355672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990296,0.00001867155,0.0000056504123,0.00003313873,0.000026717591,0.000012873549],"domain_scores_gemma":[0.9998311,0.000064434615,0.000032559463,0.00002755972,0.000027150512,0.000017140099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027256308,0.00031915004,0.00017542379,0.00019353066,0.00010966711,0.0002245921,0.00037450631,0.00039524666,0.0011481259],"category_scores_gemma":[0.00048772158,0.00017369246,0.00012795266,0.00012889018,0.00033878512,0.00033060598,0.00026736045,0.00041164827,0.00025278976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036484584,0.000005152789,0.000057916277,0.000020019184,0.0000011949642,0.000021025933,0.000017191205,0.000091590504,0.99669015,0.00006005936,0.000040160343,0.0029590984],"study_design_scores_gemma":[0.0000069848043,0.0001831398,0.0015298307,0.000004361381,0.0000068048384,0.0001836752,0.00001693147,0.0034077065,0.9933931,0.00007104525,0.001189517,0.000006945845],"about_ca_topic_score_codex":0.0007487711,"about_ca_topic_score_gemma":0.00077944703,"teacher_disagreement_score":0.0011481259,"about_ca_system_score_codex":0.00019590488,"about_ca_system_score_gemma":0.00015249051,"threshold_uncertainty_score":0.0038408637},"labels":[],"label_agreement":null},{"id":"W4417337755","doi":"10.1109/tuson.2025.3643144","title":"Automated Placental ROI Selection for Quantitative Ultrasound Analysis Using Boundary-Aware Thresholding","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Ultrasonics","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thresholding; Region of interest; Segmentation; Pattern recognition (psychology); Ground truth; Data set; Selection (genetic algorithm); Confidence interval","score_opus":0.03415763257506457,"score_gpt":0.34294737111917634,"score_spread":0.30878973854411174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417337755","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035497606,0.0007171997,0.95921206,0.00013954799,0.000042518925,0.00012185379,0.00018854789,0.0029506134,0.0011300441],"genre_scores_gemma":[0.37053588,0.00047538613,0.6261003,0.00017882312,0.000041705036,0.00031925458,0.0005705983,0.00077945663,0.0009985268],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989237,0.0003779023,0.00007558046,0.00026091814,0.0002914007,0.00007046802],"domain_scores_gemma":[0.9981342,0.0009559127,0.00022933612,0.00023090349,0.00040996188,0.000039811617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032264197,0.00089013565,0.0008047585,0.0017896215,0.00037107186,0.0013192144,0.0010423701,0.0008390009,0.0012933612],"category_scores_gemma":[0.008311132,0.00051701587,0.0007292583,0.00087795214,0.00046412434,0.00078501226,0.0008590541,0.00068143406,0.00072859315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004305696,0.00014667245,0.011890963,0.0005580432,0.00019952875,0.0005109865,0.00048150533,0.10040124,0.2601766,0.005504053,0.0050941515,0.61460567],"study_design_scores_gemma":[0.00002754595,0.00015687812,0.007614884,0.00007319838,0.00007485816,0.0006652546,0.000083209656,0.8976165,0.08353394,0.0044305474,0.005657725,0.00006539366],"about_ca_topic_score_codex":0.0025784627,"about_ca_topic_score_gemma":0.0029712513,"teacher_disagreement_score":0.0032264197,"about_ca_system_score_codex":0.0006513812,"about_ca_system_score_gemma":0.000990732,"threshold_uncertainty_score":0.01706314},"labels":[],"label_agreement":null}]}