{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608163,0.0006110228,0.0005061807,0.001057022,0.001103097,0.0007543442,0.0003789658,0.000967922,0.002841927],"category_scores_gemma":[0.001337384,0.000321137,0.0005554582,0.0004728889,0.0006347467,0.001003124,0.0006621286,0.001185264,0.0005716564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367592,"about_ca_system_score_gemma":0.0003033902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006493673,"about_ca_topic_score_gemma":0.0007974614,"domain_scores_codex":[0.9997548,0.00003102345,0.00001870696,0.00006041382,0.00004251916,0.00009246034],"domain_scores_gemma":[0.9994671,0.0001245975,0.0001654197,0.00005086622,0.00004712978,0.0001449505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009650215,0.0001323658,0.1030366,0.00006294372,0.00001651989,0.8850555,0.0006498495,0.00008807545,0.002543554,0.0002283048,0.000418962,0.007670777],"study_design_scores_gemma":[0.000006248762,0.0001619935,0.02568675,0.00001894502,0.00001678628,0.9722852,0.0002142004,0.000113769,0.0004297248,0.000113683,0.0009428379,0.000009907616],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869682,0.005740026,0.00112019,0.0006334026,0.00009959315,0.00006348403,0.0001055477,0.00006495375,0.00520468],"genre_scores_gemma":[0.9969452,0.0009324454,0.0002877607,0.0002013247,0.0001615469,0.00001199093,0.00005836107,0.000006623517,0.001394733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002841927,"threshold_uncertainty_score":0.009507179,"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."}}