{"id":"W7117805469","doi":"10.1002/jum.70161","title":"Game‐Changing Advances in Infant Hip Dysplasia Evaluation With Ultrasound","year":2025,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultrasound; Dysplasia; 3D ultrasound; MEDLINE; Indeterminate; Retrospective cohort study","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":[0.02290976,0.0006162093,0.0006734851,0.0028206,0.0003565343,0.003114144,0.002292115,0.00189927,0.004860834],"category_scores_gemma":[0.06054924,0.000380093,0.001000586,0.001317592,0.001375518,0.004784463,0.002808829,0.002462281,0.001614239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868494,"about_ca_system_score_gemma":0.003435303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097642,"about_ca_topic_score_gemma":0.007795367,"domain_scores_codex":[0.9924396,0.004322689,0.0007271839,0.0006397068,0.001625068,0.0002456979],"domain_scores_gemma":[0.9589022,0.03053517,0.00162852,0.001108761,0.006291999,0.001533323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002197196,0.00009556766,0.004337483,0.005884141,0.0001127926,0.0001442924,0.0004196356,0.000950121,0.0004903177,0.01099587,0.05720929,0.9191408],"study_design_scores_gemma":[0.0001327063,0.0005179203,0.01035576,0.02220108,0.000278974,0.001493379,0.0007632949,0.003142204,0.001592029,0.03024404,0.9291462,0.0001323866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01185299,0.7228855,0.05704333,0.1550378,0.01362044,0.0005658138,0.001948334,0.001552802,0.03549311],"genre_scores_gemma":[0.08691831,0.6558527,0.1900807,0.04217257,0.01361931,0.001003991,0.003270657,0.0005153849,0.006566428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02290976,"threshold_uncertainty_score":0.1211599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212536503319148,"score_gpt":0.3284163788573205,"score_spread":0.316291013824129,"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."}}