{"id":"W4414038009","doi":"10.1016/j.ultras.2025.107808","title":"3D ultrasonic visualization of hip displacement: A phantom study","year":2025,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Alberta Innovates; Women and Children's Health Research Institute","keywords":"Imaging phantom; Visualization; Ultrasonic sensor; Displacement (psychology); Acoustics; Materials science; Computer science; Optics; Physics; Artificial intelligence; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007572673,0.0004655173,0.0002963736,0.0006843354,0.00008471769,0.0003116725,0.0005052109,0.0006392517,0.001290248],"category_scores_gemma":[0.00149823,0.0003247487,0.0002750593,0.0006017737,0.0003381891,0.0002810983,0.0005166952,0.0002458177,0.0002031306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097351,"about_ca_system_score_gemma":0.0002302838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000596131,"about_ca_topic_score_gemma":0.0004690925,"domain_scores_codex":[0.9997432,0.00008903413,0.00001778744,0.0000409294,0.00008384499,0.0000252419],"domain_scores_gemma":[0.9989523,0.0005962197,0.0001505122,0.000128745,0.0001210894,0.00005106285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004839682,0.0004858156,0.003130234,0.0005701419,0.00005769948,0.001364403,0.000458951,0.01488973,0.9487344,0.0006067103,0.0005920963,0.02862598],"study_design_scores_gemma":[0.0003558616,0.01368775,0.0483396,0.0002361024,0.0004946212,0.01643756,0.0005937759,0.1161782,0.787866,0.0007572306,0.01477891,0.0002744648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222472,0.002257161,0.07214762,0.0002822342,0.0000615917,0.0001754158,0.0005982858,0.0005386321,0.001691838],"genre_scores_gemma":[0.925118,0.001970332,0.07037439,0.0001930054,0.00003684956,0.000217103,0.000473825,0.00006529508,0.001551215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001290248,"threshold_uncertainty_score":0.00431633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230042352723603,"score_gpt":0.3255057603800136,"score_spread":0.3132053368527776,"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."}}