{"id":"W4399305385","doi":"10.1177/00031348241259041","title":"Medicine’s Glass Slipper: The PAVAEX Boot and 20th Century Negative Pressure Therapy","year":2024,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Amputation; Psychological intervention; Vasoconstriction; Negative-pressure wound therapy; Blood pressure; Surgery; Cardiology; Intensive care medicine; Internal medicine; Pathology; Alternative medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004004285,0.000224961,0.0003514133,0.00006321771,0.0001559116,0.00005543981,0.0001523555,0.00001806185,0.0004363634],"category_scores_gemma":[0.00004436468,0.00009848426,0.00009637589,0.0004127613,0.0009021942,0.00006785526,0.00009550592,0.0002423313,0.00004930526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380864,"about_ca_system_score_gemma":0.00005022452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000997461,"about_ca_topic_score_gemma":0.00001917301,"domain_scores_codex":[0.9985301,0.0002171452,0.0002038075,0.0003361509,0.0003953821,0.0003173828],"domain_scores_gemma":[0.998853,0.00036198,0.00008273676,0.0005287821,0.00003986912,0.0001335823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001606077,0.0001684541,0.01350362,0.0002006592,0.001908217,0.0002761522,0.01048294,0.00001910156,0.003179925,0.001826077,0.2700533,0.6967755],"study_design_scores_gemma":[0.0004877777,0.0004689494,0.1481663,0.0001540164,0.000290968,0.00004352513,0.00290033,0.001108454,0.00006355994,0.0002801099,0.845881,0.0001549573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717608,0.02055468,0.00002697493,0.09682917,0.0004558826,0.0009947248,0.00002394377,0.0002685486,0.009085257],"genre_scores_gemma":[0.9797984,0.006166043,0.00001201965,0.01003487,0.0004190764,0.00006652759,0.000009892082,0.00003553967,0.003457595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6966205,"threshold_uncertainty_score":0.4777873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359860884980636,"score_gpt":0.2763697944526778,"score_spread":0.2627711856028715,"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."}}