{"id":"W6906479336","doi":"10.17605/osf.io/ydqws","title":"THE EFFECT OF APPLICATION OF FUNCTIONAL BANDAGE IN THE PREVENTION OF SEROMA FORMATION IN MASTECTOMIZED WOMEN: RANDOMIZED CLINICAL TRIAL","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroma; Palpation; Bandage; Randomized controlled trial; Mastectomy; Clinical trial; Medical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026127,0.001503221,0.005371926,0.0006442502,0.0006435973,0.001203726,0.001226538,0.004049929,0.00769284],"category_scores_gemma":[0.003482436,0.0007623836,0.002677594,0.000634895,0.001500404,0.001187195,0.0006471934,0.002685314,0.0006710747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229329,"about_ca_system_score_gemma":0.001685715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009047165,"about_ca_topic_score_gemma":0.001283637,"domain_scores_codex":[0.9983853,0.0008716632,0.0001626379,0.0002530851,0.0001253376,0.0002019601],"domain_scores_gemma":[0.9976445,0.0008212164,0.0005161546,0.0001596792,0.0001666308,0.000691835],"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":[0.9881413,0.00687161,0.0003840951,0.000604486,0.0004746715,0.00001931006,0.00002077072,0.00003903464,0.0003123338,0.00002983801,0.0001138076,0.002988741],"study_design_scores_gemma":[0.8891395,0.1075301,0.001828545,0.00006724377,0.0007939299,0.00001316739,0.00002380322,0.0001581294,0.0001154333,0.00007060519,0.000248835,0.00001072155],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755737,0.01018199,0.00046829,0.001004758,0.001162906,0.009424138,0.0006377788,0.00007166729,0.001474782],"genre_scores_gemma":[0.9703188,0.005673329,0.001846324,0.001447953,0.001446839,0.01555558,0.0006669135,0.00001255269,0.003031702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00769284,"threshold_uncertainty_score":0.02573514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900525989965034,"score_gpt":0.3866180762568678,"score_spread":0.3576128163572174,"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."}}