{"id":"W4416344540","doi":"10.24908/pocusj.v10i02.18290","title":"Can a POCUS Clinical Decision Rule Improve Reliability in the Diagnosis of Paediatric Transient Synovitis of the Hip? A Single Centre Pilot Study","year":2025,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Synovitis; Transient (computer programming); Limp; Clinical Practice; Clinical decision making; Medical diagnosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535909,0.0001260176,0.0003803825,0.0001589063,0.0001302648,0.00001580166,0.0001263964,0.00005223178,0.00005748787],"category_scores_gemma":[0.001009526,0.00006301321,0.0002515937,0.0006473111,0.00009442464,0.00003636656,0.00004589056,0.0004829199,0.000001250003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442352,"about_ca_system_score_gemma":0.0002818611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000560063,"about_ca_topic_score_gemma":0.0005773284,"domain_scores_codex":[0.9978446,0.0004519648,0.0008940543,0.0001908502,0.0004181715,0.0002003732],"domain_scores_gemma":[0.9982914,0.000776766,0.0002575242,0.000400969,0.0001993391,0.00007396127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002971424,0.01121628,0.9099894,0.00002448078,0.0001059528,0.00004622869,0.0006591067,0.000007456298,0.0000382447,0.00000861434,0.0002756216,0.07733153],"study_design_scores_gemma":[0.005530835,0.003694304,0.9878615,0.0001975697,0.0006031227,0.00005182941,0.0009268663,0.00001299079,0.000228239,0.0005711371,0.000268342,0.00005328721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949919,0.000446722,0.00003351357,0.002426886,0.0007069262,0.0008568211,0.00002527407,0.000005174397,0.0005067898],"genre_scores_gemma":[0.9993812,0.00021458,0.0001121418,0.0001086571,0.00009690828,0.00002092426,7.207366e-7,0.000007616409,0.00005719878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07787213,"threshold_uncertainty_score":0.2569604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308640037602695,"score_gpt":0.321270767519976,"score_spread":0.2981843671439491,"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."}}