{"id":"W4403388893","doi":"10.1007/s12032-024-02449-8","title":"Expert-consensus on lymphedema surgeries: candidacy, prehabilitation, and postoperative care","year":2024,"lang":"en","type":"editorial","venue":"Medical Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec Breast Cancer Foundation; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Candidacy; Lymphedema; Medicine; MEDLINE; Physical therapy; Intensive care medicine; Internal medicine; Surgery; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01760021,0.002823081,0.005089964,0.005995275,0.003418864,0.008171329,0.00481048,0.02420968,0.01551033],"category_scores_gemma":[0.06300272,0.001528251,0.004324612,0.00294142,0.002818281,0.005418276,0.003313927,0.02536863,0.01050153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244555,"about_ca_system_score_gemma":0.009967465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412744,"about_ca_topic_score_gemma":0.01167146,"domain_scores_codex":[0.9862036,0.003920871,0.002746616,0.00129566,0.005040172,0.0007930736],"domain_scores_gemma":[0.9251571,0.03504181,0.004185217,0.001168636,0.02873088,0.005716455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002789918,0.000008670782,0.00001609331,0.0007834617,0.00003354255,0.00004649524,0.0000133007,0.00001775195,0.00002184461,0.0002240372,0.9904543,0.008352702],"study_design_scores_gemma":[0.0001531592,0.00002296686,0.0002458683,0.006165036,0.0001825297,0.0002309597,0.00005930734,0.00009732726,0.00006757111,0.001603918,0.9911371,0.00003420293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001765446,0.02647609,0.0001195347,0.05713155,0.914959,0.0000246465,0.00005856037,0.00001901021,0.001193894],"genre_scores_gemma":[0.0003027594,0.02351487,0.000211143,0.04573148,0.9267449,0.00005634268,0.00006581489,0.00002479978,0.003347822],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02420968,"threshold_uncertainty_score":0.09307992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086511080156556,"score_gpt":0.3490442979428858,"score_spread":0.3381791871413202,"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."}}