{"id":"W4256570789","doi":"10.1016/b978-1-4160-6110-6.10161-1","title":"Case 161","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"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":[0.0001900748,0.001078814,0.0005273808,0.00233022,0.001451949,0.00163894,0.001028448,0.004585727,0.1000207],"category_scores_gemma":[0.001030871,0.0003803355,0.0007142812,0.001082426,0.0008812827,0.001647416,0.001890716,0.003466137,0.03278897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008731472,"about_ca_system_score_gemma":0.0005454991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455583,"about_ca_topic_score_gemma":0.004083838,"domain_scores_codex":[0.9997876,0.0000252528,0.00001842516,0.00004967702,0.00005488204,0.00006414016],"domain_scores_gemma":[0.9998593,0.00003750745,0.00001452462,0.0000226224,0.00001916581,0.00004681484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006519393,0.0001337952,0.002186585,0.0001854243,0.00002180945,0.6744823,0.0003698128,0.0003391902,0.001733115,0.02760434,0.224203,0.0686753],"study_design_scores_gemma":[0.00001664427,0.00003495425,0.001390025,0.0002523543,0.00001347189,0.424038,0.0002692261,0.0001809159,0.0003255745,0.008955595,0.5645074,0.0000159216],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008960851,0.008625953,0.001316347,0.01055874,0.005639559,0.00008504701,0.0002869143,0.0001481223,0.9643784],"genre_scores_gemma":[0.1030232,0.009415214,0.002972712,0.01091216,0.005180331,0.0001279362,0.0006430104,0.0002012149,0.8675241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1000207,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559467918653175,"score_gpt":0.2495998110582476,"score_spread":0.2340051318717158,"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."}}