{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375512,0.0002513373,0.0007440146,0.0001842488,0.00006736254,0.00001095855,0.0000454928,0.000118783,0.00006736403],"category_scores_gemma":[0.006071152,0.0001421491,0.0002700859,0.000122306,0.00007361388,0.0001275187,0.00002195818,0.00008081619,0.00002928895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005441325,"about_ca_system_score_gemma":0.0001169106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001373879,"about_ca_topic_score_gemma":0.000001970472,"domain_scores_codex":[0.9985927,0.0001080334,0.0003762652,0.0003698438,0.000218613,0.0003345198],"domain_scores_gemma":[0.9632047,0.03597835,0.0001717221,0.000247262,0.000262855,0.0001350654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01210648,0.001454839,0.2800996,0.0006762926,0.001085485,0.0005189101,0.000165335,0.0000107257,0.6528708,0.0003907184,0.002031397,0.0485895],"study_design_scores_gemma":[0.00645326,0.0004661038,0.7317292,0.002258258,0.0005417554,0.0001306507,0.00002203681,0.00008015729,0.2536342,0.0001423653,0.004215493,0.0003265374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929743,0.0001859059,0.003909672,0.0002808564,0.001601904,0.0007317259,0.00005438783,0.00005818489,0.0002030894],"genre_scores_gemma":[0.9992837,0.00001775892,0.000136401,0.00008867799,0.0001262996,0.0001160182,0.00004976254,0.0000387584,0.000142591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516297,"threshold_uncertainty_score":0.7268174,"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."}}