{"id":"W4282842469","doi":"10.1097/lbr.0000000000000871","title":"Combination Tissue Plasminogen Activator and DNase for Loculated Malignant Pleural Effusions","year":2022,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Western University; University of Alberta","funders":"","keywords":"Medicine; Tissue plasminogen activator; Plasminogen activator; Pathology; Cancer research; Internal medicine","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":[0.001489318,0.0002286773,0.0006007451,0.0007292691,0.0001186254,0.0003239904,0.0002718245,0.0002899272,0.0009979203],"category_scores_gemma":[0.00463003,0.00008316096,0.0005690175,0.0006082174,0.000315344,0.0003087899,0.0001917861,0.000330945,0.0002530603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857317,"about_ca_system_score_gemma":0.0003005622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008859956,"about_ca_topic_score_gemma":0.0001700215,"domain_scores_codex":[0.9989367,0.0005059514,0.0001949367,0.0001085648,0.000213428,0.00004048474],"domain_scores_gemma":[0.9952428,0.002688613,0.001533278,0.0001612664,0.0002167341,0.0001572413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.008458788,0.0004026065,0.5840874,0.005205491,0.0009606255,0.004622835,0.0001499457,0.0007766121,0.02137428,0.0002620269,0.001078449,0.3726209],"study_design_scores_gemma":[0.002180486,0.04474226,0.7082815,0.003276508,0.003557009,0.1426954,0.000454939,0.003222943,0.05561538,0.0007067066,0.03519733,0.00006967606],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223498,0.2700527,0.004575444,0.0003198919,0.0001186558,0.0001185494,0.0002479772,0.00006767519,0.002149342],"genre_scores_gemma":[0.9802612,0.01713793,0.00197449,0.0001201932,0.0001866907,0.00004997124,0.000132464,0.000007154155,0.0001298404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489318,"threshold_uncertainty_score":0.007876337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473081150285424,"score_gpt":0.3063674279276716,"score_spread":0.2816366164248174,"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."}}