{"id":"W2046648226","doi":"10.1378/chest.12-1358","title":"Arterial Line or Cuff BP?","year":2013,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cuff; Arterial line; Cardiology; Internal medicine; Surgery","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002070647,0.0003247416,0.0006060987,0.0001672762,0.0001136688,0.0001427674,0.0002055852,0.000806865,0.003225209],"category_scores_gemma":[0.00007160502,0.0002102376,0.0002355302,0.00007738431,0.00006367212,0.00006623629,0.00002225294,0.003864385,0.0005881112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769818,"about_ca_system_score_gemma":0.0004171741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206587,"about_ca_topic_score_gemma":3.368643e-7,"domain_scores_codex":[0.9982991,0.00006192817,0.0004568823,0.00023767,0.0004671144,0.000477346],"domain_scores_gemma":[0.9989116,0.00007140235,0.0002474345,0.0003662175,0.0001668633,0.0002365514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279,0.00004533839,0.00005666223,0.0002078183,0.0001890684,0.003453148,0.00008999378,2.90942e-7,0.0006503959,8.675993e-7,0.9828583,0.01232023],"study_design_scores_gemma":[0.001763249,0.0003675835,0.0002348886,0.0005626065,0.0001227923,0.005887152,0.00001171982,0.00004362677,0.0003397188,0.0001627277,0.9902711,0.0002328493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06179585,0.0005294603,0.0008142063,0.9184216,0.01407294,0.0004045076,0.00001906786,0.0001355146,0.003806899],"genre_scores_gemma":[0.003368797,0.001202891,0.003298782,0.576971,0.299456,0.00002588248,0.0001704802,0.0002240952,0.1152821],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3414506,"threshold_uncertainty_score":0.9984338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181189941476098,"score_gpt":0.3030434497940189,"score_spread":0.2612315503792579,"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."}}