{"id":"W2946251950","doi":"10.24908/pocus.v1i3.13258","title":"Case File: Rapid Diagnosis of Pericardial Effusion","year":2016,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pericardial effusion; Medicine; Pericardiocentesis; Cardiac tamponade; Parasternal line; Tamponade; Ventricle; Cardiology; Emergency department; Radiology; Pericardium; Internal medicine; Effusion; Heart disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000443619,0.0005373678,0.0005464669,0.0008678322,0.001271756,0.0008100835,0.0006643504,0.002174609,0.1347136],"category_scores_gemma":[0.006893104,0.0001901501,0.0003216846,0.000823996,0.0002301696,0.001241847,0.0008499236,0.00152254,0.01802981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581894,"about_ca_system_score_gemma":0.001010269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164149,"about_ca_topic_score_gemma":0.002808127,"domain_scores_codex":[0.9996127,0.00005923966,0.00005399041,0.00008429744,0.00009928329,0.00009053158],"domain_scores_gemma":[0.9975557,0.0009587745,0.0003515071,0.0001813335,0.0004015128,0.0005511555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002917766,0.0002045876,0.01598483,0.0001291743,0.00001627324,0.3337891,0.0002587059,0.0001681884,0.0004017748,0.002148157,0.6228514,0.02375607],"study_design_scores_gemma":[0.0002173796,0.0001574866,0.02135368,0.0008771413,0.00002713504,0.7341947,0.0007662041,0.001273048,0.0005233324,0.005231902,0.2353109,0.000067179],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1901078,0.007075101,0.01286486,0.1807584,0.01667166,0.002157393,0.1429164,0.002164258,0.4452841],"genre_scores_gemma":[0.8001948,0.004730546,0.01079882,0.02781293,0.01510007,0.0006620385,0.04130728,0.000634919,0.09875862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1347136,"threshold_uncertainty_score":0.4506619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426260427610574,"score_gpt":0.2564755355877775,"score_spread":0.2422129313116718,"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."}}