{"id":"W4281819613","doi":"10.1111/hae.14591","title":"Patient‐derived assessment tool using musculoskeletal ultrasound for validation of haemarthrosis","year":2022,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"Health Resources and Services Administration","keywords":"Medicine; Haemophilia; Hemarthrosis; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007342778,0.0005591915,0.0006044645,0.002030648,0.0002314802,0.0007315034,0.0007978034,0.0005380636,0.003075415],"category_scores_gemma":[0.02377313,0.000147986,0.000602258,0.0009161636,0.0003481712,0.0005247839,0.000729439,0.0005290487,0.0007980863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313902,"about_ca_system_score_gemma":0.000822008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823082,"about_ca_topic_score_gemma":0.002035539,"domain_scores_codex":[0.9941724,0.003109928,0.000917921,0.000406695,0.001205808,0.0001872736],"domain_scores_gemma":[0.9837064,0.007149108,0.004591309,0.0006458705,0.003414454,0.0004928875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002433489,0.0001528223,0.9703321,0.0001507847,0.0001160818,0.00007006957,0.0001759799,0.0005069124,0.0004192663,0.0001243946,0.001216639,0.02649164],"study_design_scores_gemma":[0.0001082988,0.0007277961,0.9876902,0.0001461837,0.00009318064,0.0007650083,0.0002138326,0.007557796,0.0008062656,0.0001721685,0.001687127,0.00003212118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780403,0.0008930825,0.01104817,0.0003480882,0.0000661148,0.001276194,0.003417782,0.0001654061,0.004744785],"genre_scores_gemma":[0.9892572,0.0001730705,0.008295635,0.0001023687,0.00002761722,0.0005267793,0.001368542,0.000006657521,0.000242171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007342778,"threshold_uncertainty_score":0.03883272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849803210846139,"score_gpt":0.3506271367465006,"score_spread":0.3121291046380392,"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."}}