{"id":"W2785272104","doi":"","title":"Abstract 16374: The Vancouver General Hospital Pericardial Effusion Risk Index","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pericardial effusion; Cardiology; Index (typography); Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004836771,0.0005075461,0.0004217073,0.001738446,0.0006516054,0.001351834,0.0006333297,0.0004807296,0.0100202],"category_scores_gemma":[0.004117564,0.00017514,0.0002495797,0.001702864,0.0001942319,0.0003458333,0.0008357363,0.001152729,0.002985742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806912,"about_ca_system_score_gemma":0.002285401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08294073,"about_ca_topic_score_gemma":0.1472078,"domain_scores_codex":[0.9994119,0.0000901625,0.00006376295,0.00004515894,0.0003036546,0.00008537821],"domain_scores_gemma":[0.9978132,0.0001655956,0.000367885,0.00004619782,0.0009998481,0.0006071532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005634407,0.0001589494,0.793563,0.0001449764,0.0001798616,0.0002334042,0.0001066501,0.0004005875,0.0003258302,0.0002683465,0.1272694,0.07678556],"study_design_scores_gemma":[0.0001232002,0.00006845319,0.9846202,0.0001359968,0.00005412527,0.000353359,0.0001123209,0.000636566,0.00008971687,0.0001915795,0.01359234,0.00002207035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550612,0.008688802,0.00183025,0.01304539,0.001200861,0.001038319,0.05599177,0.0004591027,0.1626844],"genre_scores_gemma":[0.9349423,0.002660495,0.004885974,0.001140857,0.0005977478,0.0005187838,0.03450802,0.000131894,0.02061393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08294073,"threshold_uncertainty_score":0.1649159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005589633702448949,"score_gpt":0.2235871442709396,"score_spread":0.2179975105684907,"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."}}