{"id":"W4414778254","doi":"10.3390/curroncol32100555","title":"Prevention and Treatment of Postmastectomy Lymphedema: A Physiotherapy Perspective","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Mastectomy; Breast cancer; MEDLINE; Lymphadenectomy; Complication; Health professionals","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009936392,0.0003323159,0.0008803797,0.001943886,0.0002868492,0.001194729,0.0004697443,0.001122369,0.003248107],"category_scores_gemma":[0.002917533,0.0001017252,0.0006969091,0.00144595,0.000491299,0.0009933008,0.0004332312,0.001026327,0.000317062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009098289,"about_ca_system_score_gemma":0.002584212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298231,"about_ca_topic_score_gemma":0.005292837,"domain_scores_codex":[0.9993414,0.0002889382,0.0001011143,0.00006703415,0.0001428674,0.00005855063],"domain_scores_gemma":[0.9986395,0.0008570345,0.0002304804,0.00001788929,0.000204928,0.00005024314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003385246,0.0002948413,0.003237145,0.1588097,0.0005195296,0.000395657,0.000580409,0.0002999899,0.0008934765,0.007521771,0.02036726,0.8067418],"study_design_scores_gemma":[0.0003054407,0.001232991,0.04099467,0.3164432,0.002496984,0.003412233,0.00287017,0.0003775882,0.0009491993,0.008015823,0.6228387,0.00006312516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007898642,0.993054,0.0001290835,0.004134186,0.0002450258,0.0000160988,0.00003578777,0.000004064281,0.001591926],"genre_scores_gemma":[0.01319306,0.9836964,0.000707492,0.001574641,0.0004800578,0.00003497489,0.00003645481,0.000001277006,0.0002755749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003248107,"threshold_uncertainty_score":0.01086599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05985374580328296,"score_gpt":0.4612020648170675,"score_spread":0.4013483190137846,"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."}}