{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007505961,0.000967579,0.001812161,0.001949059,0.0003599792,0.001208269,0.000684595,0.001562503,0.015702],"category_scores_gemma":[0.002936604,0.0002961572,0.001116364,0.001455093,0.0004706404,0.0009264228,0.0007658551,0.002725443,0.003387849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006767988,"about_ca_system_score_gemma":0.001975922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440777,"about_ca_topic_score_gemma":0.006698728,"domain_scores_codex":[0.9995851,0.0001086443,0.00007526849,0.00009654348,0.00009261469,0.00004179673],"domain_scores_gemma":[0.9990174,0.0005726263,0.0001897357,0.00002617305,0.0001167263,0.00007741142],"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":[0.0001602466,0.0001167222,0.0003533092,0.03623128,0.0003270363,0.0001780536,0.00002976377,0.0001530632,0.0004909906,0.001067477,0.04753714,0.9133549],"study_design_scores_gemma":[0.0008198779,0.0004823018,0.007306147,0.0917595,0.002633113,0.004205264,0.0001163154,0.0002920681,0.0004910533,0.002799443,0.8890179,0.00007703917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008918317,0.9973271,0.00008468475,0.0004143113,0.0003565327,0.000007759375,0.00001969444,0.000007901301,0.001692847],"genre_scores_gemma":[0.00172206,0.9951293,0.0002292595,0.001279713,0.0006296822,0.0000148645,0.00006781254,0.000002931202,0.0009243467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.015702,"threshold_uncertainty_score":0.05252844,"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."}}