{"id":"W2089279184","doi":"10.1111/j.1742-481x.2012.00958.x","title":"Evaluation of the performance of a new compression system in patients with lymphoedema","year":2012,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dr. H. Bliss Murphy Cancer Centre","funders":"","keywords":"Medicine; Bandage; Lymphedema; Surgery; Confidence interval; Regimen; Compression therapy; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000606799,0.00005120456,0.0001180747,0.00007943634,0.00002327518,0.000006597375,0.00008902617,0.00002162205,0.00009386048],"category_scores_gemma":[0.00008454588,0.0000270694,0.00004275612,0.00007359266,0.00002017494,0.0001514526,0.00001772622,0.00001847371,0.000002648673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740162,"about_ca_system_score_gemma":0.0003522864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002192121,"about_ca_topic_score_gemma":0.000001363827,"domain_scores_codex":[0.9981913,0.00006892665,0.0002997589,0.00004078867,0.001324844,0.00007437848],"domain_scores_gemma":[0.9989316,0.00002112055,0.0002997333,0.00008532158,0.0005951294,0.00006713761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002693939,0.0002169406,0.9956858,0.00004733253,0.0000625295,2.044619e-7,0.0002835626,0.0001929541,0.00007629039,0.00005175447,0.0001208657,0.002992373],"study_design_scores_gemma":[0.004880753,0.00008200816,0.9906676,0.001503632,0.000119667,0.00007609429,0.0002140108,0.001875582,0.000483285,0.000008405752,0.00006086433,0.00002811592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965134,0.0002391619,0.0000284701,0.00004985955,0.0005745955,0.000187769,0.00000264802,0.000002013876,0.002402043],"genre_scores_gemma":[0.9996367,0.000002102235,0.00006915531,0.00001906242,0.000183088,0.000002569015,0.000002667279,0.000004306243,0.00008038061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005018217,"threshold_uncertainty_score":0.1103858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429596863671823,"score_gpt":0.2885957654163873,"score_spread":0.264299796779669,"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."}}