{"id":"W4285728764","doi":"10.1177/12034754221112002","title":"Pediatric Lymphedema: Study of 180 Patients Referred to a Tertiary Lymphedema Clinic","year":2022,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Lymphedema; Medicine; Secondary lymphedema; Pediatrics; Medical record; Surgery; Internal medicine; Cancer; Breast 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":[0.0004474039,0.0003546099,0.0006775903,0.001651015,0.0008603447,0.0007699633,0.0004270303,0.0006090956,0.003279368],"category_scores_gemma":[0.002241579,0.0004805448,0.0003392014,0.002177783,0.0004220307,0.000687664,0.0006102416,0.0005605664,0.0005898564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890315,"about_ca_system_score_gemma":0.0008071871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005527928,"about_ca_topic_score_gemma":0.006046995,"domain_scores_codex":[0.9991805,0.0001274614,0.0001025205,0.0001910439,0.0002047908,0.0001936886],"domain_scores_gemma":[0.9979293,0.0003839096,0.0009463498,0.00008266577,0.0002247063,0.0004330567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002814335,0.00005022954,0.9971293,0.00001394877,0.000008297099,0.001383662,0.0002598098,0.00001442068,0.0001149206,0.00001102437,0.0001559313,0.0008303064],"study_design_scores_gemma":[0.00002276734,0.00030597,0.9894477,0.00002351274,0.0000163295,0.008411231,0.0009728583,0.000112422,0.00007766959,0.00001468258,0.000588369,0.000006526375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987304,0.0002106163,0.00005123514,0.00004802148,0.000005908492,0.0000277207,0.0004038684,0.000005243627,0.0005169658],"genre_scores_gemma":[0.9985428,0.0002825226,0.0001080222,0.0001013293,0.00002768575,0.00004420572,0.0007552445,0.000004296843,0.0001339602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005527928,"threshold_uncertainty_score":0.01099145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478825278761282,"score_gpt":0.2980618023773105,"score_spread":0.2632735495896977,"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."}}