{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004747579,0.000368668,0.00043208,0.0007372638,0.0001990633,0.0008579906,0.0004819995,0.001000454,0.01006567],"category_scores_gemma":[0.001416065,0.0001162344,0.0003477036,0.0004271084,0.0004109812,0.0008822788,0.0004906204,0.001830029,0.003109331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472391,"about_ca_system_score_gemma":0.0007629174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008675329,"about_ca_topic_score_gemma":0.003471044,"domain_scores_codex":[0.9998203,0.00005984529,0.00001715254,0.00001082696,0.00008245657,0.00000937014],"domain_scores_gemma":[0.9995682,0.0003439933,0.00002789254,0.000007034928,0.00003074853,0.00002212835],"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":[0.00005220762,0.0001127913,0.0002967805,0.001434769,0.00002818372,0.001714731,0.0001306799,0.0005822954,0.000580658,0.01837709,0.2569161,0.7197737],"study_design_scores_gemma":[0.00004568429,0.0002586728,0.002626451,0.005540546,0.00004720977,0.01754508,0.0001469779,0.001044391,0.0007885228,0.01976815,0.9521571,0.00003123821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003168625,0.6169081,0.01672705,0.03162564,0.0108199,0.000196361,0.000367774,0.0002338664,0.3199526],"genre_scores_gemma":[0.04354049,0.590243,0.02586717,0.01941244,0.00841616,0.0002462084,0.0005057533,0.00009371827,0.3116751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01006567,"threshold_uncertainty_score":0.03367305,"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."}}