{"id":"W4224935458","doi":"10.1016/j.disamonth.2022.101384","title":"Reprint of: Point of care ultrasound diagnosis of a hemodynamically significant pericardial effusion","year":2022,"lang":"en","type":"article","venue":"Disease-a-Month","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pericardial effusion; Reprint; Point of care ultrasound; Medicine; Radiology; Ultrasound; Point of care; Cardiology; Physics; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002183362,0.0001910392,0.0008109078,0.0001190301,0.00007809356,0.00000456879,0.0001783296,0.00004353272,0.0004594582],"category_scores_gemma":[0.0003338197,0.0001795795,0.0008935339,0.0003020796,0.0001879316,0.00003245896,0.000221562,0.0001839369,0.000001756885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864757,"about_ca_system_score_gemma":0.0003000927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002978121,"about_ca_topic_score_gemma":0.000002992049,"domain_scores_codex":[0.9977306,0.0001789564,0.0005652819,0.0004107204,0.0008723316,0.0002421508],"domain_scores_gemma":[0.9982669,0.0001842751,0.0002812991,0.0007518058,0.0002179179,0.0002977687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004178304,0.002090911,0.8535929,0.001247139,0.0005743099,0.0003687288,0.00345633,0.001473743,0.1181911,0.0006800268,0.001765379,0.01238109],"study_design_scores_gemma":[0.001749588,0.001023131,0.9821196,0.0001467761,0.0006702956,0.00001907087,0.004240669,0.0001122325,0.006884928,0.00007787419,0.002713009,0.0002427889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927579,0.001894068,0.00006605955,0.0001868635,0.0001771944,0.0006397353,0.001451501,0.00003190849,0.002794833],"genre_scores_gemma":[0.9987612,0.00024751,0.0002289721,0.00008275306,0.00007472627,0.0002559988,0.000288516,0.00003371528,0.00002663216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285267,"threshold_uncertainty_score":0.732304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005495435194939689,"score_gpt":0.2329350697718499,"score_spread":0.2274396345769102,"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."}}