{"id":"W2400896044","doi":"","title":"Prolonged distress and clinical deterioration before pericardial drainage in patients with cardiac tamponade.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiac tamponade; Tamponade; Emergency department; Drainage; Surgery; Referral; Pericardial effusion; Etiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003258164,0.0001804106,0.0005477839,0.00005871154,0.00005780551,0.00004349141,0.00005350216,0.0001264446,0.00003050452],"category_scores_gemma":[0.00006976545,0.0001390923,0.0001563414,0.0001872914,0.0001709219,0.0001460043,0.00002700981,0.0002376474,0.000005731456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008254098,"about_ca_system_score_gemma":0.00003199492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003095947,"about_ca_topic_score_gemma":0.00001657863,"domain_scores_codex":[0.9983749,0.0001488104,0.0003233042,0.000408486,0.0003437288,0.0004008121],"domain_scores_gemma":[0.9993151,0.00003222943,0.00005809103,0.0002754449,0.00005043876,0.0002687091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004636534,0.00009017312,0.6073743,0.00001063598,0.00005236964,0.00001751282,0.000070959,4.14323e-7,8.823042e-7,0.000003893311,0.00008631326,0.3918289],"study_design_scores_gemma":[0.002820074,0.000271556,0.9880637,0.00001650709,0.0001188149,0.000004879482,0.00002217095,0.000004434323,0.000002918638,0.00001337612,0.008511339,0.0001502379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924846,0.0001200169,0.000002357774,0.0002717967,0.0001470673,0.001519597,0.00007907887,0.00004572288,0.005329771],"genre_scores_gemma":[0.9980505,0.00004743649,0.00006763361,0.0001801275,0.0003302481,0.0008884152,0.0001714836,0.00002765102,0.000236521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3916787,"threshold_uncertainty_score":0.5672021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006477287184631823,"score_gpt":0.2198077216939433,"score_spread":0.2133304345093115,"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."}}