{"id":"W2989637501","doi":"10.14740/cr962","title":"Pre-Operative Sildenafil for Patients With Pulmonary Hypertension Undergoing Mitral Valve Surgery: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sildenafil; Pulmonary hypertension; Cardiology; Internal medicine; Pulmonary artery; Perioperative; Hemodynamics; Vascular resistance; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008022965,0.001870061,0.01786056,0.004958555,0.0006256665,0.002599959,0.002237916,0.002068783,0.004432431],"category_scores_gemma":[0.02070098,0.001091506,0.0252816,0.006635035,0.0006130636,0.001614612,0.001145537,0.001476203,0.0002627181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197635,"about_ca_system_score_gemma":0.003586522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977139,"about_ca_topic_score_gemma":0.01525464,"domain_scores_codex":[0.9938258,0.00248356,0.002053125,0.0006947367,0.0007071488,0.0002356421],"domain_scores_gemma":[0.9842559,0.01143574,0.002542848,0.0003818183,0.001132435,0.0002513001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001786932,0.00003658923,0.003666092,0.6353586,0.3464351,0.0001605955,0.000091608,0.0002848476,0.0001941755,0.0001097121,0.000624163,0.01125139],"study_design_scores_gemma":[0.0006174714,0.0002439089,0.005021185,0.0403433,0.951305,0.0001254985,0.00005477784,0.0001577133,0.0001037586,0.0001345672,0.001866598,0.00002606821],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003803818,0.9950292,0.0002167051,0.0001248228,0.00008933786,0.0001853149,0.0003653833,0.00001283952,0.0001725878],"genre_scores_gemma":[0.1234749,0.8720977,0.001397978,0.0007540156,0.0002311026,0.001013807,0.0007255973,0.00001754833,0.0002872705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01786056,"threshold_uncertainty_score":0.04242998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448081833587456,"score_gpt":0.4336171174938935,"score_spread":0.188808934135148,"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."}}