{"id":"W4306965990","doi":"10.1002/cam4.5373","title":"Prevalence, characteristics and mortality of cancer patients undergoing pericardiocentesis in the United States between 2004 and 2017","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pericardiocentesis; Medicine; Cancer; Breast cancer; Lung cancer; Internal medicine; Surgery; Cardiac tamponade","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006027708,0.0002321227,0.0003677164,0.001095202,0.000326367,0.0007694209,0.0005592573,0.0003908341,0.001018865],"category_scores_gemma":[0.003168041,0.0002878601,0.000532952,0.001764456,0.000319505,0.0006023091,0.0008833488,0.0006998766,0.0001450245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009691359,"about_ca_system_score_gemma":0.0008653983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03292553,"about_ca_topic_score_gemma":0.03699249,"domain_scores_codex":[0.9991848,0.0001175099,0.0001619384,0.0001651369,0.0002014824,0.0001690541],"domain_scores_gemma":[0.9978372,0.0002545035,0.001279804,0.0000598915,0.000277433,0.0002911829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003914322,0.000009277774,0.998536,0.0000291948,0.00003372031,0.00004863069,0.00007152006,0.00002353107,0.00003719464,0.00001465188,0.0003987146,0.0007582906],"study_design_scores_gemma":[0.000002417292,0.00001776115,0.9991235,0.00003007065,0.00001682482,0.000181352,0.000255961,0.00005147084,0.00001804716,0.00001200159,0.0002881802,0.000002389968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993733,0.001636771,0.00007092256,0.0002628798,0.0000273633,0.00001285475,0.003710958,0.000009125647,0.0005362103],"genre_scores_gemma":[0.9950475,0.0009476719,0.00006056508,0.00009002329,0.00002687054,0.00001658532,0.003649916,0.000003717743,0.0001572063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03292553,"threshold_uncertainty_score":0.06546772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653544339566834,"score_gpt":0.31755116588149,"score_spread":0.2910157224858216,"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."}}