{"id":"W4281892688","doi":"10.14740/jmc3806","title":"Lipedema in Male Progressing to Subclinical and Clinical Systemic Lymphedema","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphedema; Subclinical infection; Edema; Surgery; Physical examination; Lymph node; Radiology; Internal medicine; Cancer; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004508997,0.0001244813,0.0007895196,0.0002121835,0.00008190476,0.00002693674,0.0001962747,0.0001183669,0.0008979047],"category_scores_gemma":[0.008853344,0.00008968139,0.0002166955,0.0002503667,0.0001197016,0.00006464744,0.0002052369,0.000118545,0.000008808765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596378,"about_ca_system_score_gemma":0.00127497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002712785,"about_ca_topic_score_gemma":0.000007794898,"domain_scores_codex":[0.9955494,0.0005478192,0.001631779,0.0002080939,0.00181766,0.0002452185],"domain_scores_gemma":[0.9964853,0.001718056,0.0003838184,0.000169505,0.0001042718,0.001139045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001277328,0.0009964484,0.9318852,0.0002870746,0.00007248184,0.02962138,0.0001733503,0.000003490343,0.00001951967,0.00003892959,0.007722465,0.02790233],"study_design_scores_gemma":[0.02358625,0.01022851,0.4216302,0.007550362,0.0008069266,0.5118041,0.01051391,0.001012003,0.00002852317,0.00008495853,0.01229053,0.0004636888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858387,0.006212452,0.00004138526,0.006698294,0.0007569086,0.000260712,0.000004273094,0.00001151123,0.0001757715],"genre_scores_gemma":[0.9959062,0.0001966963,0.0002591076,0.002427665,0.001052065,0.0000135489,0.000001520483,0.00001547726,0.0001277213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.510255,"threshold_uncertainty_score":0.9994955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06551764744278411,"score_gpt":0.4159036777629631,"score_spread":0.350386030320179,"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."}}