{"id":"W2093624521","doi":"10.1186/2036-7902-4-s1-a25","title":"Test characteristics of thoracic point of care ultrasonography for the diagnosis of acute congestive heart failure in the emergency department","year":2012,"lang":"en","type":"article","venue":"Critical Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Heart failure; Emergency department; Pleural effusion; Interventional radiology; Ultrasonography; Radiology; Point of care; Ultrasound; Point-of-care testing; Cardiology; Emergency medicine; Intensive care medicine; Internal medicine; Pathology","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":[0.001895554,0.0003408205,0.0005994827,0.001604181,0.0002931494,0.0006956361,0.0003594262,0.0006305075,0.001586823],"category_scores_gemma":[0.02115578,0.0001226805,0.0005284927,0.001392294,0.000358265,0.0006205095,0.0003510107,0.0007042221,0.0004301229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233243,"about_ca_system_score_gemma":0.00062378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191972,"about_ca_topic_score_gemma":0.001221052,"domain_scores_codex":[0.9977813,0.0006198227,0.0004866353,0.000210712,0.0006922369,0.0002092481],"domain_scores_gemma":[0.9717765,0.01221738,0.01029022,0.0005529121,0.003032015,0.002130945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005177357,0.00006905784,0.9953003,0.00002417021,0.00005361029,0.0001690702,0.00003589479,0.0001270493,0.0005000948,0.00002758314,0.0001467876,0.003028631],"study_design_scores_gemma":[0.0000183066,0.0007463731,0.996185,0.00001895318,0.00005239417,0.0009507076,0.0001172121,0.001056775,0.0004896428,0.00005716992,0.0002967033,0.00001070976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958338,0.0006927783,0.0007946526,0.0002460653,0.00003414121,0.00005080316,0.0006977528,0.00001376321,0.001636159],"genre_scores_gemma":[0.9987053,0.0001046635,0.0004999515,0.00007817775,0.00003490832,0.00002787849,0.0004213466,0.000006685517,0.0001211858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001895554,"threshold_uncertainty_score":0.01002479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420810837233259,"score_gpt":0.3868066388964075,"score_spread":0.352598530524075,"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."}}