{"id":"W4324065551","doi":"10.1177/22925503231161066","title":"Randomized Controlled Trial Comparing the Clinical Effectiveness of Collagenase Injection (Xiaflex <sup>®</sup> ) and Palmar Fasciectomy in the Management of Dupuytren's Contracture","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Southlake Regional Health Center; McMaster University; Impact","funders":"","keywords":"Dupuytren's contracture; Medicine; Contracture; Randomized controlled trial; Collagenase; Surgery; Biology","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":[0.007609626,0.000255367,0.002477469,0.0002727443,0.00007940701,0.00002439927,0.00009956118,0.0001299147,0.00001707403],"category_scores_gemma":[0.004119159,0.0001217718,0.0006079838,0.0005604328,0.0002810118,0.00005353068,0.00004485638,0.0002408388,0.000005233815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832892,"about_ca_system_score_gemma":0.00008283416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007050907,"about_ca_topic_score_gemma":0.0000125969,"domain_scores_codex":[0.9958458,0.001939193,0.001147112,0.0003089263,0.0004752818,0.0002837064],"domain_scores_gemma":[0.9022186,0.09696248,0.0003893121,0.0002943228,0.00007064253,0.00006466844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9500087,0.0006374205,0.04388435,0.0003446094,0.002028022,0.0002451758,0.0003206178,0.0005805794,0.00001772152,0.0001316426,0.0001828203,0.001618357],"study_design_scores_gemma":[0.8245525,0.0001930959,0.1690821,0.0005921083,0.001874232,0.00001888602,0.00039689,0.002956163,0.00005625862,0.00008530229,0.00008776657,0.0001046589],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939488,0.0003320873,0.00006680156,0.0001288168,0.0009812923,0.004034032,0.000008134614,0.000033734,0.0004662636],"genre_scores_gemma":[0.998926,0.0002739091,0.000007643204,0.00003242652,0.0001253647,0.0005410393,0.00004367535,0.00001673578,0.00003320967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254562,"threshold_uncertainty_score":0.4965711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377230518570616,"score_gpt":0.3174826256137558,"score_spread":0.2837103204280496,"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."}}