{"id":"W3209276123","doi":"10.1007/978-3-030-81667-4_27","title":"Tissue Plasminogen Activator (tPA) for Post-traumatic Retained Hemothorax","year":2021,"lang":"en","type":"book-chapter","venue":"Difficult decisions in surgery: an evidence-based approach","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Hemothorax; Empyema; Thoracostomy; Surgery; Pleural cavity; Tissue plasminogen activator; Plasminogen activator; Pleural empyema; Regimen; Fibrinolysis; Observational study; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001019532,0.001143367,0.002524489,0.000990906,0.0002827185,0.0001580258,0.0005561067,0.0009631442,0.0006769267],"category_scores_gemma":[0.004888031,0.0009308051,0.001134553,0.0005299284,0.0002722262,0.0004583808,0.0001294951,0.0008191798,0.00008008111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231634,"about_ca_system_score_gemma":0.001978869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000439207,"about_ca_topic_score_gemma":0.00002842881,"domain_scores_codex":[0.993971,0.0002201724,0.001657994,0.001838381,0.00142501,0.0008874529],"domain_scores_gemma":[0.9876899,0.008086932,0.0005671784,0.001725519,0.001011146,0.0009193921],"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":[0.01835071,0.009470287,0.004891773,0.006157684,0.001245927,0.006755941,0.0009387879,0.0007403502,0.007866233,0.006170308,0.09757397,0.839838],"study_design_scores_gemma":[0.01647686,0.007568103,0.06325748,0.1484128,0.009637425,0.00329426,0.00757498,0.03555897,0.01350678,0.009034731,0.6666483,0.01902929],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877849,0.03341822,0.008206525,0.007950042,0.002269839,0.01796909,0.007217273,0.001240107,0.03394402],"genre_scores_gemma":[0.643577,0.004139138,0.02656596,0.004977949,0.002349482,0.001767035,0.03843151,0.001003138,0.2771888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8208087,"threshold_uncertainty_score":0.9993142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287881886058699,"score_gpt":0.3282646897241294,"score_spread":0.1994765011182596,"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."}}