{"id":"W2562948801","doi":"10.14740/cr500e","title":"Postoperative Right Ventricular Failure in Cardiac Surgery","year":2016,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Ventricle; Internal medicine; Afterload; Cardiopulmonary bypass; Cardiac surgery; Hemodynamics; Pulmonary hypertension; Cardiac output","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003262361,0.000477523,0.00577806,0.001909775,0.0001752166,0.00002394361,0.0003087031,0.000957689,0.0003500615],"category_scores_gemma":[0.001478877,0.0002677191,0.001604082,0.001293421,0.0005620425,0.00007021625,0.0003538593,0.001920749,0.002930286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007221053,"about_ca_system_score_gemma":0.00219453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001914601,"about_ca_topic_score_gemma":0.000002168169,"domain_scores_codex":[0.991007,0.004953308,0.0006203396,0.001025285,0.0009156203,0.001478426],"domain_scores_gemma":[0.9946386,0.003087497,0.00007226139,0.001047679,0.0006060322,0.0005479331],"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":[0.0001299528,0.0001992145,0.006240625,0.004531633,0.002945581,0.3216764,0.000007075791,3.831875e-8,0.000005660973,0.00005611755,0.1573393,0.5068684],"study_design_scores_gemma":[0.0003125898,0.0001924536,0.0003819584,0.008586542,0.0002118085,0.00425849,0.00001697411,1.881349e-7,0.000003799777,0.00002991742,0.9857783,0.0002269987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000246085,0.9934062,9.621147e-7,0.0007139988,0.0002412586,0.002293976,0.0002356613,0.00003331748,0.002828551],"genre_scores_gemma":[0.0003621587,0.9942074,0.00001376305,0.00002905587,0.0005371019,0.0009470459,0.0007092417,0.00007605694,0.003118182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.828439,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156147978888789,"score_gpt":0.423871026317401,"score_spread":0.3082562284285221,"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."}}