{"id":"W2903109550","doi":"10.1097/psn.0000000000000245","title":"Lipedema: A Commonly Misdiagnosed Fat Disorder","year":2018,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Lymphedema; Medicine; Disease; Quality of life (healthcare); Obesity; Edema; Liposuction; Physical therapy; Intensive care medicine; Surgery; Endocrinology; Pathology; Internal medicine; Nursing; 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":[0.0004669186,0.0009487718,0.0009105752,0.002418254,0.001459709,0.001265624,0.0004897992,0.001699477,0.003927684],"category_scores_gemma":[0.003531165,0.000316627,0.0003669544,0.001398253,0.00116575,0.002257918,0.001115898,0.001620364,0.001728187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007941112,"about_ca_system_score_gemma":0.0005511732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234261,"about_ca_topic_score_gemma":0.002115763,"domain_scores_codex":[0.9989738,0.0001893695,0.0001155111,0.0001240383,0.0003639759,0.0002333527],"domain_scores_gemma":[0.9990149,0.0002126985,0.0003515388,0.00003956238,0.0001880326,0.0001932123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003985698,0.0004653935,0.1500182,0.0009401832,0.0001034716,0.6369697,0.003854014,0.0003513441,0.008521437,0.003352835,0.05159486,0.14343],"study_design_scores_gemma":[0.00002401168,0.0001133324,0.02958266,0.001286944,0.00006533578,0.9425435,0.003292078,0.0003828201,0.0014571,0.001717861,0.01946238,0.00007193573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7273154,0.1433706,0.01633772,0.03392562,0.006038549,0.0004979516,0.000894538,0.001330957,0.07028864],"genre_scores_gemma":[0.9290776,0.03949599,0.004531115,0.01356535,0.002485989,0.00007102319,0.0003474237,0.0001449477,0.01028054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003927684,"threshold_uncertainty_score":0.01313937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758221546198249,"score_gpt":0.305232950827607,"score_spread":0.2876507353656245,"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."}}