{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02034271,0.000115018,0.0009849427,0.0002251986,0.00005756229,0.00002964575,0.0007646393,0.0001345177,0.0006612011],"category_scores_gemma":[0.005756113,0.00005757065,0.0001912087,0.000977897,0.0005246647,0.00009632802,0.0001539007,0.00009406537,0.000003163262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043908,"about_ca_system_score_gemma":0.0003597407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028138,"about_ca_topic_score_gemma":0.00001718996,"domain_scores_codex":[0.9956857,0.001861906,0.001142495,0.0002266197,0.000930501,0.0001527677],"domain_scores_gemma":[0.9939259,0.004147867,0.001211491,0.0006309355,0.00004650974,0.00003727399],"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":[0.9662871,0.0007560418,0.003786952,0.0007147301,0.0001021311,0.000001691958,0.001838968,0.00003314455,0.0001506827,0.001931083,0.003097112,0.02130032],"study_design_scores_gemma":[0.9817781,0.002336105,0.003229807,0.001916675,0.0002623004,0.000008966814,0.002545574,0.00119122,0.0002633981,0.002368525,0.003924342,0.0001749617],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536318,0.001171615,0.00756417,0.0004934271,0.001644476,0.03821399,0.00004291289,0.00002234527,0.09721529],"genre_scores_gemma":[0.9940038,0.00005382296,0.0002192051,0.00004257932,0.0001145676,0.002117699,0.0000294175,0.00002479239,0.003394087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403721,"threshold_uncertainty_score":0.7239689,"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."}}