{"id":"W2118840276","doi":"10.1055/s-0037-1622267","title":"Lipödem","year":2009,"lang":"fi","type":"article","venue":"Phlebologie","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001532066,0.0003777587,0.0005839463,0.0001094277,0.0001111217,0.00004000595,0.0002102147,0.0003398802,0.001131125],"category_scores_gemma":[0.0002991921,0.0002898836,0.0002263116,0.0001873641,0.00009285501,0.0001138032,0.0000389013,0.0004048692,0.00376105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363209,"about_ca_system_score_gemma":0.0001549999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002894028,"about_ca_topic_score_gemma":0.000006915843,"domain_scores_codex":[0.9980625,0.00006890317,0.0003522289,0.0004972387,0.0002679209,0.0007512439],"domain_scores_gemma":[0.9987217,0.0001753861,0.0001189095,0.0006231814,0.00007291136,0.0002879289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004984212,0.001754161,0.01951998,0.00003957143,0.0004996642,0.002495322,0.0004043655,0.000003607703,0.001949042,0.002798283,0.02379745,0.9462401],"study_design_scores_gemma":[0.007852094,0.004368226,0.4988296,0.0003162543,0.001710463,0.0001770336,0.0001553806,0.00007387363,0.01066663,0.01057746,0.4645511,0.000721876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2588248,0.03323468,0.0002254171,0.04749575,0.003617995,0.001279938,0.00006054975,0.0006518325,0.6546091],"genre_scores_gemma":[0.9668592,0.001081987,0.0004532264,0.006329756,0.001025423,0.000009043199,0.00005566085,0.00002142761,0.02416431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9455183,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413022257187537,"score_gpt":0.3230213140584925,"score_spread":0.2888910914866172,"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."}}