{"id":"W2955070248","doi":"10.1159/000500428","title":"Clinical Predictors of Successful and Earlier Removal of Indwelling Pleural Catheters in Benign Pleural Effusions","year":2019,"lang":"en","type":"article","venue":"Respiration","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Alberta","funders":"","keywords":"Medicine; Pleurodesis; Hazard ratio; Odds ratio; Confidence interval; Thoracoscopy; Pleural disease; Surgery; Malignant pleural effusion; Internal medicine; Pleural effusion; Mesothelioma; Gastroenterology; Respiratory disease; Lung; Pathology","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":[0.0007771608,0.0002065571,0.0003005688,0.0009214898,0.0002549653,0.000690867,0.000434307,0.0004208319,0.00198864],"category_scores_gemma":[0.01049202,0.0001970574,0.0004017127,0.0009544475,0.0003304021,0.0005691609,0.0003897235,0.0006915847,0.0002835244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758506,"about_ca_system_score_gemma":0.0005077319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008888973,"about_ca_topic_score_gemma":0.001470048,"domain_scores_codex":[0.9993072,0.0001384868,0.0001155911,0.0001005328,0.000216094,0.0001221901],"domain_scores_gemma":[0.9880805,0.003286537,0.006377573,0.0003228462,0.0007619308,0.001170635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003369098,0.000006976744,0.9991635,0.0000075854,0.000008861451,0.00009322681,0.000007813419,0.00002421471,0.00005437234,0.000003625761,0.0000335216,0.0005625975],"study_design_scores_gemma":[0.00000438074,0.00005011106,0.9980185,0.00001202406,0.00002392098,0.001323794,0.00007313421,0.0002202984,0.00008285035,0.00001878423,0.0001692962,0.000002924091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973749,0.001688067,0.0001390252,0.00008937732,0.00001627905,0.000009263415,0.0002045356,0.000006096861,0.0004724078],"genre_scores_gemma":[0.9992967,0.0002769718,0.0001015699,0.00001167442,0.00002513687,0.000005062157,0.0002373326,0.000002077291,0.00004348894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198864,"threshold_uncertainty_score":0.006652713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648059686793997,"score_gpt":0.3059427933821381,"score_spread":0.2794621965141982,"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."}}