{"id":"W4403620511","doi":"10.1016/j.bjae.2024.08.003","title":"Pulmonary artery catheterisation","year":2024,"lang":"en","type":"review","venue":"BJA Education","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pulmonary artery; Cardiac catheterisation; Cardiology","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":[0.0001226658,0.0002086138,0.0005502547,0.0002256867,0.00002903275,0.00003046572,0.00005749422,0.0002020196,0.00006069701],"category_scores_gemma":[0.00001523164,0.0001569063,0.0002639079,0.0001950784,0.00001282065,0.00003252904,0.00001051678,0.0002621896,0.00065108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262634,"about_ca_system_score_gemma":0.001174849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070852,"about_ca_topic_score_gemma":1.502135e-7,"domain_scores_codex":[0.9991045,0.00004893269,0.0003151522,0.0002769298,0.0001349817,0.0001195125],"domain_scores_gemma":[0.9994419,0.00002527031,0.0001011128,0.000316896,0.00003812836,0.00007674356],"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":[0.000001424655,0.000126581,0.000004149888,0.01458361,0.00007877142,0.000005449391,0.00008253588,8.650606e-9,0.000002793439,0.00005746627,0.001774379,0.9832828],"study_design_scores_gemma":[0.00001995179,0.00002145402,0.00002080546,0.02154614,0.001185719,0.0003743672,0.00002308414,0.000009384029,7.43367e-7,0.0001280236,0.976541,0.0001292829],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009094519,0.9920439,0.00001106895,0.0002680919,0.00388896,0.0005481678,0.00000914414,0.0001143275,0.003025383],"genre_scores_gemma":[0.0001155104,0.9825827,0.00009339634,0.00006226931,0.00282778,0.0004337903,0.0005364435,0.00006429608,0.01328374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9831535,"threshold_uncertainty_score":0.8368534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575851918118366,"score_gpt":0.4169442054231546,"score_spread":0.3611856862419709,"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."}}