{"id":"W4412091393","doi":"10.1016/j.ejim.2025.06.008","title":"Point of care ultrasound (POCUS) applications in the ambulatory internal medicine setting: A scoping review","year":2025,"lang":"en","type":"review","venue":"European Journal of Internal Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital; University of Ottawa","keywords":"Medicine; Ambulatory; Ambulatory care; Point of care ultrasound; Psychological intervention; Point of care; Emergency medicine; Internal medicine; Intensive care medicine; Ultrasound; Health care; Pathology; Radiology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00524398,0.001301877,0.003957664,0.007127804,0.0004840338,0.00316581,0.001767074,0.002439293,0.003984565],"category_scores_gemma":[0.01878896,0.0006845784,0.003453637,0.006630153,0.0008861016,0.002150331,0.001630598,0.001606386,0.0006787698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485556,"about_ca_system_score_gemma":0.006723069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571672,"about_ca_topic_score_gemma":0.009512182,"domain_scores_codex":[0.9971962,0.0006954288,0.0008823077,0.0003303335,0.0007733437,0.0001223665],"domain_scores_gemma":[0.9869409,0.01023161,0.00141307,0.0001272018,0.001142425,0.0001447926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001619118,0.0000645916,0.000666344,0.4608011,0.001481832,0.0001600511,0.0001646213,0.000256436,0.0004481507,0.001015909,0.007803266,0.5269758],"study_design_scores_gemma":[0.0001315493,0.0002514762,0.003653299,0.7344468,0.01242094,0.001243518,0.0004612358,0.0001918818,0.0004779867,0.001179918,0.2454625,0.00007876623],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000831183,0.9994888,0.00005662513,0.0001053607,0.00006619845,0.00001696843,0.00002504538,0.000002039485,0.0001558519],"genre_scores_gemma":[0.0005549602,0.9989875,0.0001782359,0.0001549619,0.00004197253,0.00001763453,0.0000230343,0.000001134373,0.00004053331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007127804,"threshold_uncertainty_score":0.02773321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473401323282928,"score_gpt":0.4212924601068118,"score_spread":0.3665584468739825,"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."}}