{"id":"W2213657668","doi":"10.1001/jama.2015.16840","title":"Effect of Opioids vs NSAIDs and Larger vs Smaller Chest Tube Size on Pain Control and Pleurodesis Efficacy Among Patients With Malignant Pleural Effusion","year":2015,"lang":"en","type":"article","venue":"JAMA","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"Medical Research Council","keywords":"Medicine; Chest tube; Pleurodesis; Thoracoscopy; Visual analogue scale; Malignant pleural effusion; Chest pain; Randomized controlled trial; Anesthesia; Surgery; Pleural effusion; Pneumothorax","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":[0.002858149,0.0005531943,0.001442316,0.0002728129,0.0003702316,0.0007486098,0.0004663832,0.001217897,0.003377457],"category_scores_gemma":[0.006594812,0.0004707057,0.001850194,0.0002495354,0.0009781986,0.0009263583,0.0004467255,0.001447205,0.0002383448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007746108,"about_ca_system_score_gemma":0.0009486417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000532847,"about_ca_topic_score_gemma":0.001708017,"domain_scores_codex":[0.9974853,0.001647452,0.0002656943,0.0002400618,0.0001755402,0.0001860011],"domain_scores_gemma":[0.9936448,0.002845769,0.002080797,0.0002321907,0.0001638296,0.001032505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9571582,0.01117463,0.007914331,0.0003949394,0.0008812688,0.00002696639,0.00007256593,0.0002246099,0.001530202,0.00004562534,0.0001870507,0.02038956],"study_design_scores_gemma":[0.5021433,0.4545653,0.04028539,0.00009868197,0.000952621,0.00006431048,0.00007632741,0.000497599,0.0007788829,0.0001220093,0.0003882128,0.00002727768],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974564,0.001587364,0.00005297328,0.0001657264,0.0000650215,0.0003254788,0.0000813213,0.000004349685,0.0002614852],"genre_scores_gemma":[0.9983188,0.0004205544,0.0003247367,0.0001887302,0.0001209203,0.0003862807,0.00006564207,0.000001389356,0.0001729981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003377457,"threshold_uncertainty_score":0.0151155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007622218238140014,"score_gpt":0.2192701197772229,"score_spread":0.2116479015390829,"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."}}