{"id":"W2184098629","doi":"","title":"Pericardial effusion: to drain or not to drain?","year":2013,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Pericardial effusion; Medicine; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002341765,0.0003332651,0.0007486957,0.0001669865,0.0001489207,0.0001239071,0.0002331932,0.000152488,0.002449561],"category_scores_gemma":[0.0002959525,0.0002495564,0.0003875347,0.0005170691,0.00005792454,0.0001264263,0.000279235,0.0002570119,0.004741086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387384,"about_ca_system_score_gemma":0.0001281271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305637,"about_ca_topic_score_gemma":0.00001306466,"domain_scores_codex":[0.9975493,0.00009541598,0.000370129,0.0006192577,0.0006844865,0.0006814016],"domain_scores_gemma":[0.9978961,0.00009768272,0.00005240049,0.000792283,0.000180301,0.0009811817],"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":[0.001017709,0.0002376385,0.004329188,0.0001119994,0.0002712942,0.0004710942,0.004385365,0.00002195697,0.08909553,0.0001594939,0.669472,0.2304268],"study_design_scores_gemma":[0.001395388,0.001005662,0.2178384,0.0001110653,0.0001308845,0.0002766346,0.0005831546,0.00002155286,0.001753338,0.00003129832,0.7763523,0.0005002908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119098,0.0001075294,0.0007795292,0.02939135,0.001285036,0.002106473,0.00007052434,0.0002568483,0.05409289],"genre_scores_gemma":[0.9561018,0.00001504827,0.00220969,0.02619958,0.002364928,0.0004512428,0.00003226521,0.00007074604,0.01255467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299265,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434068667123557,"score_gpt":0.289204483781393,"score_spread":0.2748637971101575,"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."}}