{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002695722,0.0001216143,0.0004003321,0.0001024149,0.0001034274,0.00001474972,0.00005975042,0.00007217669,0.01014095],"category_scores_gemma":[0.0003725706,0.00007021235,0.0004572667,0.0001220218,0.00008828686,0.00008565989,0.00004059616,0.000174684,0.00005969499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007437629,"about_ca_system_score_gemma":0.0001074707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479661,"about_ca_topic_score_gemma":4.591009e-7,"domain_scores_codex":[0.9988508,0.00009522443,0.0003058201,0.0001404808,0.000357701,0.0002499326],"domain_scores_gemma":[0.9989886,0.000202545,0.0001445066,0.0002084772,0.0001564761,0.000299387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002982557,0.000173229,0.03928278,0.00002478513,0.0002699314,0.01359879,0.0002201542,6.709088e-7,0.01707824,0.00002388531,0.2360266,0.6930027],"study_design_scores_gemma":[0.005808813,0.00156262,0.133954,0.000612521,0.0005304066,0.2350989,0.0002446,0.000004883636,0.01739826,0.0001325826,0.6042697,0.000382734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849901,0.001600329,0.0003243939,0.001571835,0.000700763,0.0001309177,0.0003057883,0.00002486953,0.01035107],"genre_scores_gemma":[0.9957842,0.001961898,0.0004892846,0.0001594177,0.001255535,0.0000184902,0.000004009627,0.00001959356,0.0003076186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6926199,"threshold_uncertainty_score":0.9907639,"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."}}