{"id":"W4394837066","doi":"10.7759/cureus.58385","title":"Comparison of Observation Alone Versus Interventional Procedures in Hemodynamically Stable Patients With Pneumothorax: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital","funders":"","keywords":"Medicine; Pneumothorax; Chest tube; Tension pneumothorax; Tolerability; Observational study; Surgery; Randomized controlled trial; Relative risk; Meta-analysis; Adverse effect; Internal medicine; Confidence interval","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":[0.009094018,0.001950333,0.01794342,0.004280543,0.0004958723,0.002579309,0.00157765,0.001916206,0.002866612],"category_scores_gemma":[0.01956184,0.0009895633,0.0276974,0.005176547,0.0006686682,0.001528311,0.0009770818,0.001426559,0.0002053348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944502,"about_ca_system_score_gemma":0.002413858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004212899,"about_ca_topic_score_gemma":0.009225072,"domain_scores_codex":[0.9931508,0.002921342,0.002311029,0.000661491,0.0007735621,0.0001816472],"domain_scores_gemma":[0.9854028,0.01069454,0.002577086,0.0003192059,0.0008075282,0.0001989095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004172844,0.00004482729,0.00344588,0.4574681,0.5190288,0.0001081782,0.00006660204,0.00029141,0.000222308,0.0000949365,0.0004881306,0.014568],"study_design_scores_gemma":[0.001359369,0.0003805708,0.004152002,0.02345262,0.9687801,0.0000896983,0.00003428953,0.0001444998,0.0001146268,0.0001149797,0.001358102,0.00001909159],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005196929,0.993665,0.0002503239,0.000110086,0.0001128895,0.0002152155,0.0002701499,0.0000133237,0.0001661335],"genre_scores_gemma":[0.1738987,0.8217061,0.00162934,0.0007096567,0.0002806186,0.0008799562,0.0006276956,0.0000206917,0.0002472837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01794342,"threshold_uncertainty_score":0.04809433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438047997344832,"score_gpt":0.4049775969158305,"score_spread":0.2611727971813473,"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."}}