{"id":"W2170266435","doi":"10.1371/journal.pone.0028193","title":"Are Compression Stockings an Effective Treatment for Orthostatic Presyncope?","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; Heart and Stroke Foundation of Canada","keywords":"Presyncope; Medicine; Compression stockings; Orthostatic vital signs; Lightheadedness; Orthostatic intolerance; Anesthesia; Blood pressure; Population; Heart rate; Cardiology; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009133049,0.0001415981,0.0004315432,0.00005608789,0.0000630952,0.000009670469,0.00005109926,0.00005150053,0.00009537754],"category_scores_gemma":[0.00005345455,0.0001119796,0.0001836988,0.00004812934,0.00003233584,0.00008337732,0.00001865413,0.0000516209,0.0000302038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008225655,"about_ca_system_score_gemma":0.00002802544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000842935,"about_ca_topic_score_gemma":0.00002847668,"domain_scores_codex":[0.9992179,0.00004216695,0.0001401111,0.0002662502,0.0001470249,0.0001865318],"domain_scores_gemma":[0.999329,0.00004827243,0.00008575881,0.0003469277,0.00007343911,0.0001165753],"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":[0.009203422,0.06459621,0.2755711,0.003389785,0.02419166,0.0003596291,0.02490492,0.00003626158,0.05574347,0.0004446706,0.001721415,0.5398374],"study_design_scores_gemma":[0.02463358,0.01018111,0.6883183,0.002877974,0.007439004,0.00002593428,0.002188131,0.00254391,0.2532507,0.0006494413,0.00701374,0.0008781878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935917,0.0004340797,0.000507367,0.00006059093,0.00003576326,0.002428297,0.0000216179,0.00008853637,0.002832094],"genre_scores_gemma":[0.9947087,0.00003823563,0.003624744,0.0001668567,0.00008016911,0.0005945803,0.00004313454,0.00003695024,0.0007065861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389592,"threshold_uncertainty_score":0.4566396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041589469166687,"score_gpt":0.2743145327494685,"score_spread":0.1701555858327998,"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."}}