{"id":"W4247011530","doi":"10.1155/2001/656097","title":"Explosive Pleuritis","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Decortication; Respiratory distress; Pleural effusion; Empyema; Thoracotomy; Chest pain; Pneumothorax; Parapneumonic effusion; Surgery; Thorax (insect anatomy); Pleural fluid","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006485172,0.0001112217,0.0003120042,0.000191395,0.0000975259,0.00001219528,0.0000691632,0.0001153007,0.001666631],"category_scores_gemma":[0.0004919898,0.00008313385,0.0001361782,0.0001059707,0.0003098375,0.00005610712,0.00001141034,0.0002056749,0.00001466318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006551036,"about_ca_system_score_gemma":0.001414443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022435,"about_ca_topic_score_gemma":0.002008905,"domain_scores_codex":[0.9992162,0.00005101654,0.0002656263,0.0001152457,0.00006446204,0.0002874231],"domain_scores_gemma":[0.9972015,0.00007320502,0.00008214253,0.00007059778,0.0001419474,0.00243058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852542,0.0001622327,0.9204929,0.00007581003,0.0001850023,0.01542601,0.000073879,6.576936e-7,0.001818948,0.0002321671,0.02131698,0.04003009],"study_design_scores_gemma":[0.004120995,0.0022395,0.4334389,0.0006256059,0.0005039788,0.1480687,0.0002417022,0.00001106435,0.00008821393,0.001273732,0.4090749,0.0003126217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829055,0.01183173,0.00001957752,0.004084215,0.0004130145,0.00007795349,0.00008208131,0.0000101748,0.0005757259],"genre_scores_gemma":[0.992651,0.002234244,0.000007409098,0.004424625,0.0004931588,0.000002261692,0.00002859158,0.000009289167,0.0001494582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487054,"threshold_uncertainty_score":0.999246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007943701028659092,"score_gpt":0.2275604072970315,"score_spread":0.2196167062683724,"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."}}