{"id":"W7106606472","doi":"10.70472/rapw4552","title":"What is socially just lymphedema care? The role and responsibilities of individuals and organizations.","year":2025,"lang":"","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Action (physics); Health care; Social care; Social responsibility; Key (lock); Social constructionism; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005772319,0.0002849088,0.0006082796,0.0001768913,0.000443855,0.0002615085,0.0001728335,0.0002051681,0.0002377984],"category_scores_gemma":[0.001363514,0.0002097273,0.0000811541,0.0006165807,0.0006682869,0.0002757549,0.0002766169,0.00002160424,0.0000126666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038277,"about_ca_system_score_gemma":0.002895881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001498205,"about_ca_topic_score_gemma":0.00002443381,"domain_scores_codex":[0.9977774,0.0003567736,0.0006894075,0.0004466592,0.0004269814,0.0003027848],"domain_scores_gemma":[0.9973695,0.001034876,0.0002382953,0.0005591561,0.0006356058,0.000162606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002738454,0.0003121288,0.5904788,0.00476764,0.0008017484,0.00001278147,0.3182792,0.000001422045,0.002030104,0.02938463,0.002049089,0.05160857],"study_design_scores_gemma":[0.003995025,0.0002516682,0.1998946,0.003568003,0.002177173,0.00002388607,0.7582678,0.0000980275,0.01641407,0.01016769,0.004775434,0.0003666099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195683,0.2715864,0.00001681866,0.002535647,0.0006047047,0.0008430172,0.0002142589,0.00002935973,0.004601519],"genre_scores_gemma":[0.9879786,0.008091534,0.00005165295,0.001629219,0.000174379,0.00003041313,0.00002149967,0.00002586931,0.001996876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399886,"threshold_uncertainty_score":0.8552432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182308009893442,"score_gpt":0.2676227088677169,"score_spread":0.2557996287687825,"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."}}