{"id":"W3164735297","doi":"10.1017/s1049023x21000509","title":"Prehospital Decompression of Pneumothorax: A Systematic Review of Recent Evidence","year":2021,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Thoracostomy; Medicine; Pneumothorax; Decompression; Context (archaeology); Chest tube; Surgery; Adverse effect; Population; Intensive care medicine; Emergency 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":[0.007276415,0.001590182,0.008878665,0.01169497,0.0005953307,0.002617339,0.002123605,0.001861601,0.004887409],"category_scores_gemma":[0.03220001,0.001122114,0.008165643,0.01156645,0.0007836703,0.002169366,0.001366421,0.001209037,0.0003374477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036853,"about_ca_system_score_gemma":0.009307234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006689916,"about_ca_topic_score_gemma":0.02191947,"domain_scores_codex":[0.9934626,0.002177373,0.002630462,0.0005145643,0.0009973383,0.0002177272],"domain_scores_gemma":[0.9724137,0.019685,0.005026752,0.000356605,0.002232151,0.0002857461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001491112,0.00001421069,0.0006243889,0.9717289,0.01111955,0.00009833144,0.0001084335,0.00006494243,0.0000968535,0.00009591116,0.0007668993,0.01513238],"study_design_scores_gemma":[0.0002661577,0.0003041054,0.004808669,0.8483903,0.1320641,0.000488457,0.0002821548,0.0001075084,0.0001663485,0.0002501677,0.01283205,0.00004008673],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001193319,0.9977191,0.0001051288,0.0001960052,0.00007619109,0.0002238189,0.0003048592,0.000006531227,0.0001749242],"genre_scores_gemma":[0.01448391,0.9837317,0.0004967983,0.0004345812,0.00008895245,0.0004201778,0.0002623229,0.000004707945,0.00007687048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01169497,"threshold_uncertainty_score":0.03848183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204360838412134,"score_gpt":0.3810325022322982,"score_spread":0.2989888938481769,"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."}}