{"id":"W4295956433","doi":"10.1016/j.ccm.2022.04.005","title":"Management of the Critically Ill Patient with Pulmonary Arterial Hypertension and Right Heart Failure","year":2022,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Janssen Pharmaceuticals; Bayer","keywords":"Medicine; Critically ill; Pulmonary hypertension; Intensive care medicine; Heart failure; Cardiology; Internal medicine","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":[0.0004758349,0.0004234813,0.002106047,0.000219838,0.0001109052,0.000005096001,0.0002203072,0.0002117183,0.0004670882],"category_scores_gemma":[0.0003723865,0.0002029441,0.000217332,0.000536655,0.0005582844,0.00003225315,0.0003869407,0.0009181185,0.000006899659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211717,"about_ca_system_score_gemma":0.0002423758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001766285,"about_ca_topic_score_gemma":0.000003491968,"domain_scores_codex":[0.9967535,0.0002749086,0.001001773,0.0006390966,0.0009487438,0.0003819476],"domain_scores_gemma":[0.9978032,0.0006344424,0.0002324423,0.00087228,0.0001849785,0.0002726395],"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":[0.0007024235,0.002742068,0.0008098121,0.0308189,0.0008148777,0.03800464,0.00004181168,1.942836e-7,0.000005700334,0.0001322667,0.003966265,0.9219611],"study_design_scores_gemma":[0.00193904,0.001532949,0.00120723,0.02820607,0.00151089,0.004405375,0.000225865,0.00001213945,8.705384e-7,0.00007206471,0.9607074,0.0001800657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002529839,0.9883552,7.790595e-7,0.004796438,0.000477478,0.002352629,0.00004248168,0.00002058175,0.00142461],"genre_scores_gemma":[0.001778288,0.9956397,0.0005683533,0.001144858,0.0001480527,0.0001986564,0.0001861267,0.00005997318,0.0002759753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567412,"threshold_uncertainty_score":0.8275819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06192756798125768,"score_gpt":0.3532874851049752,"score_spread":0.2913599171237176,"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."}}