{"id":"W1983957769","doi":"10.1089/jpm.2009.9937","title":"Malignant Pericardial Effusions #209","year":2009,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pericardial effusion; Download; General surgery; Internal medicine; World Wide Web; Computer science","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":[0.0001284185,0.0003074489,0.0002673627,0.0007389594,0.0007241609,0.0004508957,0.0002894113,0.0006269517,0.0151683],"category_scores_gemma":[0.001253124,0.0001696055,0.0003179465,0.0004083638,0.0003861757,0.000563064,0.0004665398,0.0005122081,0.003712551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609175,"about_ca_system_score_gemma":0.0003120985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005378152,"about_ca_topic_score_gemma":0.001014097,"domain_scores_codex":[0.9998239,0.00001588579,0.00002665524,0.00001851079,0.0000538576,0.00006121209],"domain_scores_gemma":[0.9996674,0.00010563,0.00006463823,0.00003374927,0.00003713033,0.00009143468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0007838131,0.000118395,0.1033745,0.0003828158,0.00005599355,0.7849065,0.0001943129,0.0001707165,0.01413757,0.005417308,0.0263788,0.06407934],"study_design_scores_gemma":[0.00006742902,0.000186321,0.07675532,0.00008886331,0.00006124809,0.8625275,0.0001097487,0.0003900872,0.004387008,0.001035688,0.0543754,0.00001526689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6451961,0.01682066,0.002074152,0.007209323,0.002342781,0.0001777706,0.002213561,0.0003838312,0.3235818],"genre_scores_gemma":[0.9686299,0.003212363,0.0007622431,0.001130004,0.001464824,0.0000299538,0.0006085989,0.000031531,0.02413053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151683,"threshold_uncertainty_score":0.05074304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630479770594319,"score_gpt":0.3335037940664822,"score_spread":0.297198996360539,"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."}}