{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298566,0.0001376896,0.0003992124,0.0003010889,0.0002004417,0.000008192321,0.0001436752,0.00009298019,0.0007962206],"category_scores_gemma":[0.0001619084,0.0001203161,0.000288379,0.0001053551,0.0001191315,0.000118371,0.0001127804,0.000350352,0.000004558535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192129,"about_ca_system_score_gemma":0.0001020308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007964447,"about_ca_topic_score_gemma":0.000002224396,"domain_scores_codex":[0.9986127,0.0001817912,0.0005905275,0.0002023644,0.0001876382,0.0002249871],"domain_scores_gemma":[0.9989341,0.0001723454,0.0004375947,0.0001070016,0.0001938302,0.0001550513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03541063,0.01595613,0.1001135,0.0005161557,0.002847636,0.006909856,0.0005491144,0.0004107499,0.6231543,0.01581169,0.08217527,0.116145],"study_design_scores_gemma":[0.01190622,0.02564732,0.8249405,0.0001660944,0.0008179985,0.04075972,0.0004389491,0.0008342945,0.006690052,0.01698764,0.07043277,0.0003783987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874189,0.001416345,0.0003002836,0.009871476,0.0005037555,0.0003016754,0.000101533,0.00001456591,0.00007140189],"genre_scores_gemma":[0.9973234,0.00002632181,0.0003836627,0.0008219064,0.0001426578,0.00003173461,0.0001604449,0.0000135567,0.001096314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7248271,"threshold_uncertainty_score":0.8718057,"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."}}