{"id":"W4241094688","doi":"10.1177/229255031602400107","title":"Needle aponeurotomy for Dupuytren contracture: Effectiveness of postoperative night extension splinting","year":2016,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"University of Toronto","keywords":"Medicine; Contracture; Surgery; Splints; Range of motion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002465406,0.0001814871,0.0002223691,0.0002003307,0.0001494977,0.0001739117,0.0001555399,0.0001225193,0.0009742954],"category_scores_gemma":[0.0009938376,0.00005462391,0.0002583372,0.000124144,0.0001641667,0.000196496,0.0001283465,0.0001568582,0.00005468708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799125,"about_ca_system_score_gemma":0.0001945184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006147021,"about_ca_topic_score_gemma":0.001386223,"domain_scores_codex":[0.9998469,0.0000420943,0.00002244442,0.00001862235,0.00004840784,0.00002146926],"domain_scores_gemma":[0.999539,0.0001768405,0.0001394044,0.00002537276,0.00002484312,0.00009464101],"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":[0.01946211,0.005838418,0.2708836,0.001273731,0.0004184512,0.004120037,0.0005165709,0.0008078231,0.07465371,0.0001767516,0.0004176098,0.6214312],"study_design_scores_gemma":[0.001092075,0.0584625,0.9101304,0.000169434,0.0003238604,0.01560532,0.0005153102,0.0016741,0.010459,0.0001036448,0.001439835,0.00002454746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965084,0.002838992,0.0001250067,0.00002521433,0.000009684143,0.00001219769,0.000009717421,0.00000542419,0.0004652615],"genre_scores_gemma":[0.9991854,0.0005592877,0.00015655,0.00001194769,0.000009535323,0.000003726519,0.00001702644,7.604155e-7,0.00005586062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009742954,"threshold_uncertainty_score":0.003259361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922143696664644,"score_gpt":0.2671382570517649,"score_spread":0.2479168200851184,"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."}}