{"id":"W4226071746","doi":"10.3390/curroncol29010015","title":"Management of Lung Cancer-Associated Malignant Pericardial Effusion with Intrapericardial Administration of Carboplatin: A Retrospective Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carboplatin; Lung cancer; Surgery; Pericarditis; Pericardial effusion; Cancer; Neutropenia; Nausea; Internal medicine; Chemotherapy; Cisplatin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507006,0.0002602425,0.0005263581,0.0005380995,0.0004086856,0.0004946405,0.0002664667,0.0004129412,0.0005509085],"category_scores_gemma":[0.001445568,0.0002968555,0.0007641828,0.000904433,0.0003031895,0.0004605249,0.0003164644,0.0004234252,0.0001390138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310636,"about_ca_system_score_gemma":0.0004274535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009240421,"about_ca_topic_score_gemma":0.001051941,"domain_scores_codex":[0.9994465,0.0001131,0.0001403883,0.0001270576,0.0001055225,0.00006743849],"domain_scores_gemma":[0.998997,0.0001807968,0.0004795541,0.0001030512,0.0001116851,0.0001278982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003494795,0.0001337335,0.9898375,0.0001160214,0.0001474121,0.003422127,0.0001658541,0.00006145876,0.0005544015,0.00002989832,0.0001045047,0.005077628],"study_design_scores_gemma":[0.00009536932,0.002317587,0.9583011,0.00007802456,0.0005614362,0.03341284,0.0007953251,0.0003872002,0.0008272048,0.000054011,0.003140036,0.00002979487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960694,0.003076087,0.000217642,0.00002523042,0.00000847912,0.00003963435,0.00006142518,0.000003267038,0.0004988872],"genre_scores_gemma":[0.9981596,0.001362619,0.000142226,0.00006237202,0.00002528011,0.00002322055,0.0001455444,0.000002588226,0.00007668203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009240421,"threshold_uncertainty_score":0.002681375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881285517076435,"score_gpt":0.3745372970332254,"score_spread":0.345724441862461,"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."}}