{"id":"W4321995522","doi":"10.14740/jmc4033","title":"Pericardial Tamponade in a Patient With a History of Pneumonectomy","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tamponade; Pneumonectomy; Surgery; Lung; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005972274,0.0001108261,0.0006783198,0.0003108286,0.0000100139,0.000003038296,0.00009838384,0.0001024432,0.0002537082],"category_scores_gemma":[0.001032526,0.00007390984,0.0002856787,0.0003370153,0.000172339,0.00005309988,0.00003997892,0.0004242407,0.00000585325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082271,"about_ca_system_score_gemma":0.001328879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009181857,"about_ca_topic_score_gemma":0.000008737915,"domain_scores_codex":[0.9971799,0.0001028162,0.0005388103,0.0001142201,0.001849768,0.0002145229],"domain_scores_gemma":[0.9988393,0.0002757495,0.0002420223,0.0001359314,0.0001369756,0.0003699841],"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":[0.004678462,0.001435802,0.09908426,0.0005843357,0.0008388205,0.3423125,0.005163015,0.0001135159,0.009819337,0.000143462,0.4136367,0.1221898],"study_design_scores_gemma":[0.007293918,0.006074492,0.2855916,0.001543966,0.0003606195,0.0570833,0.002507031,0.0001382623,0.000410926,0.00002145101,0.6386754,0.0002990738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924319,0.002300906,0.00001514646,0.002159869,0.0004239641,0.00009172285,0.00000717853,0.00001366517,0.002555594],"genre_scores_gemma":[0.9982294,0.000715722,0.00009278923,0.0004446456,0.0003897439,0.000007024813,0.000003448045,0.00001381507,0.0001034365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852292,"threshold_uncertainty_score":0.3013956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996454355009655,"score_gpt":0.2699834396642339,"score_spread":0.2500188961141374,"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."}}