{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927323,0.0001229882,0.000194105,0.00003868542,0.0001449004,0.00001948956,0.00005728046,0.00009754755,0.0002300047],"category_scores_gemma":[0.0001103032,0.00006617496,0.0002662149,0.0001079437,0.00007440549,0.0001167164,0.00002762739,0.0001250909,0.00009995802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258621,"about_ca_system_score_gemma":0.00005395147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007503884,"about_ca_topic_score_gemma":0.000005602821,"domain_scores_codex":[0.9989669,0.00004860251,0.0001810502,0.000236596,0.0003671514,0.0001996911],"domain_scores_gemma":[0.9993313,0.00006063303,0.0001023651,0.0003331783,0.00008165409,0.00009090377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004731547,0.0000472191,0.8522658,0.000006531564,0.00008198507,0.00001481215,0.0001612331,0.00009682735,0.01780893,0.00006018325,0.01116458,0.1182446],"study_design_scores_gemma":[0.000907775,0.00002980606,0.971412,0.0000244263,0.00007294645,0.000009514863,0.00003377763,0.0001505255,0.0002386986,0.0001490899,0.02685602,0.0001153999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878827,0.0001381823,0.003387715,0.0004817848,0.00115162,0.0002904315,0.00002050798,0.00006488043,0.00658219],"genre_scores_gemma":[0.9979031,0.00009332875,0.00004516421,0.0001511202,0.001593083,0.00002676833,0.00001381539,0.0000209626,0.0001526468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191462,"threshold_uncertainty_score":0.2698537,"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."}}