{"id":"W2890626229","doi":"10.1159/000491097","title":"Effect of Chemotherapy on Removal of Indwelling Pleural Catheters in Breast Cancer Patients with Malignant Pleural Effusions","year":2018,"lang":"en","type":"article","venue":"Respiration","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Alberta; University of Ottawa","funders":"","keywords":"Medicine; Chemotherapy; Breast cancer; Internal medicine; Cancer; Gastroenterology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031803,0.000109933,0.0002218587,0.0001126968,0.00002875528,0.000002885719,0.00004335952,0.00004148752,0.00005544076],"category_scores_gemma":[0.00002072402,0.00006869307,0.00005149139,0.0001897632,0.00007102905,0.00006345867,0.000008004269,0.00005840057,0.000002892857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004530039,"about_ca_system_score_gemma":0.00004388044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540621,"about_ca_topic_score_gemma":0.00004105816,"domain_scores_codex":[0.9991925,0.0000714194,0.0002189894,0.0001503984,0.0002405121,0.0001262223],"domain_scores_gemma":[0.9995419,0.00006200028,0.0001235041,0.0001288885,0.00009069952,0.00005299475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0166936,0.0004435936,0.8742985,0.0002210345,0.00003745513,0.00001999795,0.0003457156,0.00009123495,0.06938294,0.00001304223,0.00006079038,0.03839216],"study_design_scores_gemma":[0.003061066,0.004056168,0.9281402,0.0006626485,0.00004489683,0.00001115036,0.000007830928,0.000646601,0.06317127,0.000003466414,0.0001067701,0.00008792636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991005,0.00004261403,0.000003542589,0.0002334482,0.00004743537,0.0003844406,0.00005576972,0.00001059051,0.0001216499],"genre_scores_gemma":[0.9995497,0.00001452759,0.00002533274,0.0002162673,0.00008837921,0.00001176723,0.00004173809,0.0000124911,0.00003973427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05384177,"threshold_uncertainty_score":0.2801222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009865764274428623,"score_gpt":0.270881428045619,"score_spread":0.2610156637711904,"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."}}