{"id":"W4220832418","doi":"10.1007/s11596-022-2520-9","title":"Value of Contrast-enhanced Ultrasound in Evaluating Synovitis and Predicting Recurrent Joint Bleeding of Hemophilia","year":2022,"lang":"en","type":"article","venue":"Current Medical Science","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Synovitis; Contrast-enhanced ultrasound; Ultrasound; Joint effusion; Radiology; Arthritis; Effusion; Internal medicine; Surgery; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004858371,0.0001250151,0.0004141982,0.0003196293,0.0002167932,0.0000104465,0.0002491266,0.00003868391,0.0004225638],"category_scores_gemma":[0.006816968,0.0000993094,0.00005920207,0.001188037,0.001058375,0.0001006356,0.0003449777,0.0005698608,8.905321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399333,"about_ca_system_score_gemma":0.0009821777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004069073,"about_ca_topic_score_gemma":0.000003257034,"domain_scores_codex":[0.9953933,0.0001344234,0.0006189171,0.0004356816,0.002950535,0.0004671736],"domain_scores_gemma":[0.9985311,0.0005529818,0.0001756131,0.0001865884,0.0001616435,0.0003920796],"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":[0.000160401,0.00115881,0.1923203,0.0007443298,0.00002806525,0.00003422797,0.002989977,0.00004347964,0.3702297,0.0007638816,0.00004838957,0.4314784],"study_design_scores_gemma":[0.01648684,0.007285814,0.5343926,0.009141739,0.0002606541,0.0005835844,0.006046253,0.184367,0.2387645,0.001588791,0.0003182568,0.0007640089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957356,0.002123465,0.00006979123,0.0005622566,0.0004780552,0.0005254706,0.00001240235,0.00001512412,0.0004777706],"genre_scores_gemma":[0.999226,0.0004023301,0.0002053862,0.00001741667,0.00007236722,0.00004638781,0.000007101319,0.000006960181,0.00001608743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4307144,"threshold_uncertainty_score":0.816104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06842393243437805,"score_gpt":0.3927963939878586,"score_spread":0.3243724615534806,"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."}}