{"id":"W4396973864","doi":"10.1186/s13741-024-00397-5","title":"Perioperative management of the vulnerable and failing right ventricle","year":2024,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"School of Medicine, Duke University; HLS Therapeutics; McGovern Medical School; Abiomed; Vanderbilt University Medical Center; Cleveland Clinic; Yale University; Vanderbilt University; Edwards Lifesciences; University of Southampton; University of Minnesota; University of Texas Health Science Center at Houston; Abbott Laboratories","keywords":"Perioperative; Intensive care medicine; Context (archaeology); Medicine; Intensive care unit; Ventricle; Intervention (counseling); Anesthesiology; Surgery; Anesthesia; Cardiology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181465,0.0004012119,0.0005720265,0.000642297,0.0003584257,0.0009223006,0.000415823,0.0004985233,0.0008116455],"category_scores_gemma":[0.00275525,0.00007200026,0.0003476241,0.0002687748,0.0003927665,0.0005316422,0.000638795,0.001177301,0.0003207508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538075,"about_ca_system_score_gemma":0.0009235035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003959559,"about_ca_topic_score_gemma":0.000815002,"domain_scores_codex":[0.9994974,0.0001726087,0.0001071685,0.00003923842,0.0001340354,0.00004960537],"domain_scores_gemma":[0.9993514,0.0002855681,0.000153815,0.00002187538,0.0001109621,0.00007645547],"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":[0.0001667654,0.00005072909,0.008603138,0.003933263,0.000168708,0.006297379,0.0003252097,0.0009763607,0.003980662,0.006422325,0.02785952,0.941216],"study_design_scores_gemma":[0.0001261603,0.001820397,0.06749012,0.02939356,0.001224927,0.1424406,0.002934193,0.005211884,0.01454942,0.03642339,0.6981745,0.0002107846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01770527,0.9400369,0.01686112,0.00982225,0.00253481,0.00007322927,0.000108316,0.0001322331,0.01272598],"genre_scores_gemma":[0.1640299,0.8103628,0.01455573,0.002994884,0.005783334,0.00009455792,0.0002835168,0.00003466891,0.001860675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001181465,"threshold_uncertainty_score":0.006248295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107277900329625,"score_gpt":0.3189569901142626,"score_spread":0.2978842111109664,"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."}}