{"id":"W2019160146","doi":"10.14740/cr356w","title":"Purulent Pericarditis Leading to Constriction","year":2014,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pericardiectomy; Constrictive pericarditis; Pericardium; Constriction; Cardiology; Pericarditis; Pericardial effusion; Chest pain; Internal medicine; Pneumonia; Heart failure; Pericardial window; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001798054,0.000139325,0.0007519255,0.0003730858,0.0002403519,0.00003112299,0.0001378336,0.0001815485,0.0000846912],"category_scores_gemma":[0.001109646,0.0001261722,0.0002987156,0.000605279,0.0003279766,0.00004120258,0.000160404,0.0006062541,0.001321535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324143,"about_ca_system_score_gemma":0.0001232088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001596109,"about_ca_topic_score_gemma":4.276334e-7,"domain_scores_codex":[0.9972726,0.0006922411,0.00020877,0.0005093063,0.0005809739,0.0007361621],"domain_scores_gemma":[0.9982302,0.0003212268,0.00001975683,0.0005580231,0.0004163831,0.0004544303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002673856,0.00005500592,0.2993252,0.00009666871,0.00059893,0.0006244171,0.000292667,0.0002029379,0.05988184,0.00469679,0.4562688,0.1776894],"study_design_scores_gemma":[0.0006068111,0.0007808147,0.2260888,0.00003853556,0.00006566396,0.001330392,0.000277482,0.00002841885,0.0009661849,0.0001241007,0.769519,0.0001738402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6432619,0.0006537389,0.007442128,0.003808748,0.000873701,0.0007140316,0.00002054813,0.0001587505,0.3430665],"genre_scores_gemma":[0.9954743,0.0002021631,0.0002838435,0.0005416166,0.00190682,0.0001837206,0.00002745958,0.00002803193,0.00135205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522124,"threshold_uncertainty_score":0.999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0862247435963972,"score_gpt":0.4255436147222683,"score_spread":0.3393188711258711,"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."}}