{"id":"W4286559593","doi":"10.1097/lbr.0000000000000877","title":"Outcomes for Malignant Pleural Effusions Because of Melanoma Treated With Indwelling Pleural Catheters","year":2022,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Alberta; University of Ottawa","funders":"","keywords":"Medicine; Malignant pleural effusion; Melanoma; Pleural effusion; Surgery; Complication; Incidence (geometry); 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":[0.0005620804,0.00017293,0.0003104483,0.0007712726,0.0003860075,0.0005922175,0.0003179041,0.000266145,0.001750039],"category_scores_gemma":[0.003544889,0.0001109926,0.0006245542,0.000752099,0.0002118815,0.0003926084,0.0005332746,0.0005285421,0.0001326499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549649,"about_ca_system_score_gemma":0.0004080178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038193,"about_ca_topic_score_gemma":0.001336707,"domain_scores_codex":[0.9992828,0.0001582287,0.000113863,0.0000947691,0.0001972242,0.0001530581],"domain_scores_gemma":[0.994375,0.0007478333,0.003806229,0.000108058,0.0002595062,0.0007034184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006751684,0.00002791095,0.9974654,0.00002736098,0.00004505517,0.0003689655,0.00004619749,0.00003760528,0.0001123833,0.00001798555,0.0001278846,0.001655798],"study_design_scores_gemma":[0.00001631418,0.0001777831,0.9949872,0.0000336694,0.00004777197,0.00389646,0.0001853588,0.000219197,0.0001431467,0.00003840716,0.0002500594,0.000004557436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982257,0.0008323514,0.0001073954,0.00009921892,0.000009175336,0.00001503078,0.0002479876,0.000005934322,0.0004571659],"genre_scores_gemma":[0.9994487,0.0001877275,0.00004051244,0.00002330226,0.00001657778,0.000008234244,0.0002349306,0.000001282462,0.00003877362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750039,"threshold_uncertainty_score":0.005854487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967213453911945,"score_gpt":0.2968587247438352,"score_spread":0.2671865902047158,"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."}}