{"id":"W4306248923","doi":"10.1055/s-0042-1748780","title":"Nonoperative Treatment of Dupuytren’s Contracture: The Use of Ultrasound Imaging to Assess Efficacy","year":2022,"lang":"en","type":"article","venue":"Journal of Hand and Microsurgery","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Hand and Upper Limb Clinic","funders":"","keywords":"Medicine; Ultrasound; Fascia; Contracture; Dupuytren's contracture; Soft tissue; Fasciotomy; Plantar fascia; Deformity; Surgery; Radiology; Plantar fasciitis; Anatomy; Internal medicine; Adverse effect","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":[0.0001982984,0.000156101,0.0005841849,0.0001472394,0.0001568257,0.00004464094,0.00005001839,0.00002302236,0.00007298941],"category_scores_gemma":[0.00009705801,0.00008419922,0.0002367386,0.0001138747,0.00009149306,0.0001130701,0.00002092868,0.0001291289,4.137615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007127209,"about_ca_system_score_gemma":0.0001540634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005524283,"about_ca_topic_score_gemma":0.000007398605,"domain_scores_codex":[0.9989213,0.0000878711,0.0004939252,0.0001166463,0.0002216184,0.0001585946],"domain_scores_gemma":[0.998297,0.0008910832,0.0004019428,0.000147779,0.0001486054,0.0001135813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004457915,0.003357334,0.2137065,0.00005145335,0.001761503,0.0009386406,0.005671327,0.0002196595,0.7034236,0.00002353913,0.007501935,0.05888662],"study_design_scores_gemma":[0.01059914,0.003520148,0.3501675,0.0002823158,0.001628869,0.004357699,0.001244523,0.000009801915,0.3909087,0.00002133064,0.2370066,0.0002533785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951615,0.002932101,0.00006640988,0.001247656,0.0002581141,0.00022748,0.00006677082,0.000002412148,0.00003752455],"genre_scores_gemma":[0.9984165,0.0004803473,0.0001796333,0.0004679889,0.00009333144,0.00000548674,0.000009769616,0.00001269124,0.0003342334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125149,"threshold_uncertainty_score":0.3433545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818628040110931,"score_gpt":0.2969398318866098,"score_spread":0.2487535514855005,"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."}}