{"id":"W4243660660","doi":"10.1016/b978-1-4160-6110-6.10182-9","title":"Case 182","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":[0.0001814114,0.0009955567,0.0004939587,0.002253215,0.001577391,0.001558579,0.001113472,0.005073358,0.08156168],"category_scores_gemma":[0.001177079,0.000361679,0.0006921099,0.001066685,0.0008790393,0.001444536,0.001738593,0.00359912,0.02583935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048693,"about_ca_system_score_gemma":0.000635557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993645,"about_ca_topic_score_gemma":0.00568474,"domain_scores_codex":[0.9997732,0.00002686283,0.00001818749,0.00005379163,0.00005551546,0.00007233741],"domain_scores_gemma":[0.9998399,0.00003982408,0.00001562218,0.00002583201,0.00002268033,0.0000561396],"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":[0.00004813148,0.0001088716,0.001893206,0.000132111,0.00001669979,0.7301561,0.0003111171,0.0002427328,0.001137477,0.02072468,0.1948226,0.05040644],"study_design_scores_gemma":[0.00001489893,0.00003024027,0.001363829,0.0001841004,0.00001172211,0.5116835,0.0002961025,0.0001710668,0.0002615978,0.006808559,0.4791599,0.00001455569],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0125221,0.00938528,0.001621115,0.01681046,0.006889631,0.0001080546,0.0004124584,0.0001814413,0.9520695],"genre_scores_gemma":[0.1288724,0.008825662,0.003464213,0.0155938,0.005487729,0.0001347373,0.0006675117,0.0002360846,0.8367178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08156168,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572204805533786,"score_gpt":0.2505442537302042,"score_spread":0.2348222056748664,"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."}}