{"id":"W2563854508","doi":"10.1111/resp.12962","title":"Cost‐effectiveness of indwelling pleural catheter compared with talc in malignant pleural effusion","year":2016,"lang":"en","type":"article","venue":"Respirology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Saskatchewan","funders":"Robert Luff Foundation; University of Oxford; Marie Curie; Medical Research Council; British Lung Foundation; Alberta Health Services","keywords":"Medicine; Malignant pleural effusion; Cost effectiveness; Pleurodesis; Randomized controlled trial; Surgery; Quality of life (healthcare); Pleural effusion; Quality-adjusted life year; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004852697,0.001140688,0.00288754,0.0008101828,0.0001607532,0.001512174,0.001048879,0.001474844,0.005462017],"category_scores_gemma":[0.01878778,0.000411854,0.007110476,0.0007434445,0.0005348705,0.001145113,0.0008390229,0.002067049,0.0001617232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216509,"about_ca_system_score_gemma":0.001428751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290919,"about_ca_topic_score_gemma":0.001564549,"domain_scores_codex":[0.9955366,0.003461387,0.0002630329,0.0002463173,0.0002951255,0.0001976284],"domain_scores_gemma":[0.9936428,0.004782988,0.0009918547,0.0001242297,0.0001799843,0.000278101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6376104,0.003799079,0.01516223,0.02660835,0.04321158,0.0004146947,0.0001631865,0.1137224,0.002009808,0.004085924,0.002415997,0.1507963],"study_design_scores_gemma":[0.4174223,0.1794233,0.05353459,0.01263169,0.1164721,0.001288176,0.0004588814,0.1893345,0.007402349,0.01486855,0.006831021,0.0003324445],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890841,0.09231438,0.004408853,0.002653215,0.0009686982,0.002309441,0.002108524,0.0001280188,0.006024757],"genre_scores_gemma":[0.9931453,0.004349723,0.0009929249,0.0002418023,0.00007532542,0.000524932,0.0003675862,0.000008156416,0.0002941977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005462017,"threshold_uncertainty_score":0.02566379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172865227651813,"score_gpt":0.2982862409504763,"score_spread":0.2565575886739582,"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."}}