{"id":"W4411658703","doi":"10.51847/tkh280u","title":"10.51847/tkh280u","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pericardial effusion; Cardiac tamponade; Medicine; Cardiology; Tamponade; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006994027,0.00009585015,0.0002218801,0.00003899117,0.00003567586,0.00001325636,0.00005792009,0.00004747291,0.9930388],"category_scores_gemma":[0.00001993758,0.00008590826,0.0001237235,0.0001395772,0.00002190635,0.000030507,0.00001567827,0.00007615986,0.9796011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003251512,"about_ca_system_score_gemma":0.00003151164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001283226,"about_ca_topic_score_gemma":1.525614e-8,"domain_scores_codex":[0.999299,0.00001798251,0.0001096522,0.0001727323,0.0001901551,0.0002104341],"domain_scores_gemma":[0.9994583,0.00001496196,0.00001004834,0.0002719168,0.00002795426,0.0002167851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007541853,0.00002971234,0.000001973258,0.000003826266,0.00002640989,0.00003551366,0.000007630963,0.000005474676,0.0004107349,6.006703e-7,0.1518319,0.8475708],"study_design_scores_gemma":[0.0003508383,0.0001701038,0.002115696,0.00001835078,0.00004366564,0.00007665395,7.858034e-7,0.00001446267,0.00005985174,6.31562e-7,0.9970458,0.00010317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007449597,0.0001475535,4.810911e-7,0.0006180599,0.000003378195,0.000146215,0.00001660022,0.0001059923,0.9915121],"genre_scores_gemma":[0.003489851,0.000001680417,0.00009319252,0.0004282927,0.0003398822,0.00001927669,0.00002514288,0.00002031086,0.9955823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8474677,"threshold_uncertainty_score":0.3503237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005167161589605013,"score_gpt":0.194816472036062,"score_spread":0.189649310446457,"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."}}