{"id":"W4200074482","doi":"10.5435/jaaos-d-21-00156","title":"Recovery of Muscle Atrophy and Fatty Infiltration in Patients With Acetabular Dysplasia After Total Hip Arthroplasty","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Hip disorders and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Medius; Iliopsoas; Iliopsoas Muscle; Psoas Muscles; Hip dysplasia; Rectus abdominis muscle; Anatomy; Dysplasia; Muscle atrophy; Hounsfield scale; Surgery; Radiography; Skeletal muscle; Internal medicine; Computed tomography; Abscess","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":[0.0001989432,0.0001997756,0.0002802179,0.0005311552,0.0003379991,0.0002348031,0.0001568852,0.0002833318,0.001035733],"category_scores_gemma":[0.0009282694,0.0001268087,0.0002281275,0.000422671,0.0002276399,0.0002014551,0.0002653416,0.0002123896,0.0001402681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933826,"about_ca_system_score_gemma":0.0001750822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024889,"about_ca_topic_score_gemma":0.00378275,"domain_scores_codex":[0.9998672,0.00002511421,0.00001722537,0.00002027824,0.00003346523,0.00003666446],"domain_scores_gemma":[0.9995943,0.00004503002,0.0002309935,0.00001243696,0.00004673436,0.00007053307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475717,0.00003402024,0.9958746,0.0000177655,0.00002352606,0.0006591962,0.00009323265,0.0000256206,0.0006185686,0.000003330407,0.00003910052,0.002463489],"study_design_scores_gemma":[0.000003773601,0.0001312017,0.9983671,0.000004028279,0.000008924948,0.001260108,0.00009489073,0.00001986282,0.0000509474,0.000002921538,0.000054729,0.000001472759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995158,0.0002584161,0.00001563407,0.00001619807,0.000002416954,0.00000337518,0.00002923245,0.000001186289,0.0001577414],"genre_scores_gemma":[0.9997135,0.00009593248,0.00002464474,0.00001196228,0.00000515127,0.000002766018,0.00005904404,2.074304e-7,0.00008690159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0024889,"threshold_uncertainty_score":0.004948854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006920519633180312,"score_gpt":0.2335930953520673,"score_spread":0.226672575718887,"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."}}