{"id":"W1996500894","doi":"10.1016/j.cjca.2014.04.013","title":"Purulent Pericarditis After Transbronchial Biopsy","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pericardiectomy; Pericardiocentesis; Surgery; Pericarditis; Pericardial effusion; Bronchoscopy; Biopsy; Radiology","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":[0.0003769537,0.0001676096,0.0008471439,0.000269263,0.00006504783,0.00002134621,0.0001280872,0.0001721768,0.0001489006],"category_scores_gemma":[0.0001331095,0.0001429832,0.0007925035,0.0001270157,0.0002532868,0.00006076284,0.000006801735,0.0003620069,0.00003822934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728338,"about_ca_system_score_gemma":0.0008572668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001550501,"about_ca_topic_score_gemma":0.00007885395,"domain_scores_codex":[0.9985858,0.0001927285,0.0003843015,0.0001742144,0.0001988792,0.0004640869],"domain_scores_gemma":[0.9982786,0.00004270186,0.00009984851,0.0002579408,0.0002097166,0.001111242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008339688,0.00001580974,0.6967665,0.0001474379,0.002851617,0.01137893,0.0009495249,0.0009838423,0.004359556,0.002171537,0.1434609,0.1360804],"study_design_scores_gemma":[0.0007155213,0.0003258293,0.3727802,0.00002693243,0.000239666,0.008869617,0.00004408985,0.000002170698,0.00003430422,0.00007217366,0.6167803,0.0001090959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8413051,0.003908851,0.01777424,0.005029625,0.004762407,0.0002507994,0.0001286004,0.000022732,0.1268176],"genre_scores_gemma":[0.9934549,0.00009205281,0.0003274509,0.0006968849,0.005285977,0.000008408662,0.000007796661,0.00002624033,0.0001003171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4733195,"threshold_uncertainty_score":0.5830688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006191831413407753,"score_gpt":0.2101320879629339,"score_spread":0.2039402565495262,"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."}}