{"id":"W4213425595","doi":"10.14740/jocmr4666","title":"Hypotheses and Evolution in the Current Treatment of Lipedema Syndrome","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Current (fluid)","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":[0.01160728,0.0008326363,0.001376538,0.003619308,0.001410344,0.004164632,0.004046972,0.004487826,0.003622611],"category_scores_gemma":[0.01184438,0.0004091336,0.0007748607,0.001541428,0.01286738,0.005094358,0.001786835,0.004803491,0.0006804558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004144785,"about_ca_system_score_gemma":0.005037569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035256,"about_ca_topic_score_gemma":0.0009619929,"domain_scores_codex":[0.9967886,0.001673481,0.0003795968,0.000455136,0.0004875942,0.0002156042],"domain_scores_gemma":[0.9892542,0.00681738,0.0009698764,0.000713503,0.001677042,0.0005679294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001996598,0.001124718,0.02578192,0.003379638,0.0003972092,0.005284133,0.002657717,0.003731978,0.003697778,0.4641957,0.01023671,0.4775158],"study_design_scores_gemma":[0.001419944,0.003310515,0.03284026,0.005868389,0.0008087142,0.02190362,0.007744142,0.009556836,0.005218539,0.5922064,0.318668,0.0004547109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07997958,0.6030306,0.01836467,0.2469863,0.007248107,0.0002967317,0.0002632151,0.0001585631,0.04367222],"genre_scores_gemma":[0.5935334,0.3051023,0.0260522,0.03458765,0.0339486,0.0005911593,0.000436029,0.00007984357,0.005668771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01160728,"threshold_uncertainty_score":0.06138587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3875128553480692,"score_gpt":0.5664985492729671,"score_spread":0.1789856939248978,"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."}}