{"id":"W2328188374","doi":"10.7759/cureus.564","title":"Sonography in Hypotension and Cardiac Arrest (SHoC): Rates of Abnormal Findings in Undifferentiated Hypotension and During Cardiac Arrest as a Basis for Consensus on a Hierarchical Point of Care Ultrasound Protocol","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Dalhousie University; Saint John Regional Hospital; Horizon Health Network","funders":"","keywords":"Medicine; Pericardial effusion; Cardiac tamponade; Emergency ultrasound; Prospective cohort study; Resuscitation; Emergency department; Internal medicine; Cardiology; Intensive care medicine; Emergency medicine; Ultrasound; Radiology","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":[0.07634467,0.0003750732,0.000593218,0.005093878,0.000906996,0.001239804,0.001875752,0.000771735,0.001434188],"category_scores_gemma":[0.1192799,0.0004426706,0.001305006,0.002490268,0.0009947176,0.001860845,0.005128444,0.0009055876,0.0003128305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003050473,"about_ca_system_score_gemma":0.007751304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368384,"about_ca_topic_score_gemma":0.002678887,"domain_scores_codex":[0.9226071,0.04463698,0.02084198,0.002735856,0.007568555,0.001609547],"domain_scores_gemma":[0.9129963,0.03596807,0.01642797,0.004245501,0.02786089,0.002501316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001600529,0.0005532077,0.8547077,0.00265947,0.0004356891,0.0003778306,0.01955259,0.00316027,0.002577625,0.002058117,0.004017392,0.1082996],"study_design_scores_gemma":[0.0004233821,0.00395968,0.9251094,0.001992321,0.0003338688,0.0009102253,0.03056397,0.02208212,0.00349477,0.002836285,0.008088261,0.0002056445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194702,0.0007898765,0.03885772,0.00278106,0.000116231,0.02813116,0.002055961,0.0001487816,0.007649131],"genre_scores_gemma":[0.9348047,0.0003120053,0.04614158,0.0002964975,0.00003066113,0.01636789,0.001716209,0.00001966064,0.0003108464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07634467,"threshold_uncertainty_score":0.403754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229551411786319,"score_gpt":0.3188930528978836,"score_spread":0.2959379117192517,"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."}}