{"id":"W2945450800","doi":"10.24908/pocus.v1i1.13213","title":"Case File: Use of POCUS for assessment of dyspnea in the Emergency Department","year":2016,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Exertion; Heart failure; Troponin; Cardiology; Breathing; Internal medicine; Emergency medicine; Physical therapy; Medical emergency; Anesthesia; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616075,0.0003168879,0.0003919807,0.0004928391,0.0009972493,0.0004568963,0.0004544261,0.001328105,0.1102448],"category_scores_gemma":[0.006849241,0.0001463154,0.0002127869,0.0005368426,0.0001842257,0.000912429,0.0004865906,0.0008520238,0.0101092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006465923,"about_ca_system_score_gemma":0.001051264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371429,"about_ca_topic_score_gemma":0.004592756,"domain_scores_codex":[0.9997129,0.00004471243,0.00006207529,0.00005137773,0.00006465732,0.0000642444],"domain_scores_gemma":[0.9964023,0.001976272,0.0005223216,0.0001615987,0.0005173971,0.0004201555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0005396183,0.0003723861,0.03540061,0.0001768633,0.00001834749,0.205278,0.0004369573,0.0002713164,0.0004233751,0.001451949,0.7342114,0.02141923],"study_design_scores_gemma":[0.0006706816,0.0005474915,0.09886281,0.001906275,0.00006842231,0.5495524,0.002176563,0.003212001,0.001352794,0.006568444,0.3349345,0.0001476237],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2634334,0.003131585,0.008508027,0.1637232,0.006406349,0.002521026,0.2313553,0.001742454,0.3191786],"genre_scores_gemma":[0.8699803,0.001775293,0.004413297,0.02264357,0.005563504,0.0006203774,0.03212868,0.0004195684,0.06245546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1102448,"threshold_uncertainty_score":0.3688054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377200885675589,"score_gpt":0.4272260925839844,"score_spread":0.2895060040164255,"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."}}