{"id":"W2566726513","doi":"10.1155/2016/4273480","title":"Management of Malignant Pleural Effusion with ASEPT® Pleural Catheter: Quality of Life, Feasibility, and Patient Satisfaction","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Health Sciences Centre; Memorial University of Newfoundland; Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Malignant pleural effusion; Pleural effusion; Quality of life (healthcare); Patient satisfaction; Pleural disease; Radiology; Surgery; Respiratory disease; Internal medicine; Lung; Nursing","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":[0.002388585,0.0001822872,0.0003732142,0.0003364144,0.0002167426,0.000548507,0.0001734133,0.0003755676,0.00114648],"category_scores_gemma":[0.007910543,0.0001154681,0.0006495109,0.0003534763,0.0002613345,0.0006518696,0.0003820227,0.0003762376,0.0001605694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790592,"about_ca_system_score_gemma":0.0002858287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257371,"about_ca_topic_score_gemma":0.0004430102,"domain_scores_codex":[0.9985607,0.0008531425,0.0001038529,0.0000662465,0.0002821491,0.0001340151],"domain_scores_gemma":[0.9968802,0.001236436,0.001096307,0.0000575464,0.0002566816,0.0004729038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001207458,0.0007667138,0.9592525,0.0001191801,0.0001545205,0.0003174419,0.0005382838,0.000285486,0.0007494548,0.00004779132,0.0007891441,0.03577216],"study_design_scores_gemma":[0.0002499518,0.006684185,0.9865204,0.00005007352,0.0001049513,0.002501413,0.000668662,0.001875517,0.0004179814,0.00005617036,0.0008507991,0.0000197539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982796,0.0005957827,0.0002477759,0.000147445,0.000009061417,0.00003200896,0.00008760687,0.000004573767,0.0005961652],"genre_scores_gemma":[0.9994624,0.0001247453,0.0001706302,0.00005703275,0.0000113376,0.00002235357,0.00008809371,8.54855e-7,0.00006251934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002388585,"threshold_uncertainty_score":0.01263219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431840788133551,"score_gpt":0.2780284564293497,"score_spread":0.2348443776159946,"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."}}