{"id":"W4210467275","doi":"10.24908/pocus.v7ikidney.14987","title":"Integrating Point of Care Ultrasound into Nephrology Fellowship Training: Insights from a Pilot Program","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Jewish General Hospital; Sunnybrook Health Science Centre; Toronto General Hospital; University of Toronto; Hôpital Maisonneuve-Rosemont; St. Michael's Hospital","funders":"","keywords":"Nephrology; Medicine; Curriculum; Internal medicine; Point of care ultrasound; Kidney disease; Intensive care medicine; Medical education; Ultrasound; Psychology; Radiology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01268039,0.0003961007,0.0004652095,0.0008055262,0.005613211,0.003698884,0.002081397,0.001637517,0.003770659],"category_scores_gemma":[0.01382093,0.0003724088,0.0004873138,0.001017696,0.00242802,0.002350382,0.005917834,0.003250734,0.000631827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005171132,"about_ca_system_score_gemma":0.02531473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104058,"about_ca_topic_score_gemma":0.03970871,"domain_scores_codex":[0.9911003,0.004296707,0.0002085823,0.000395791,0.001291319,0.002707405],"domain_scores_gemma":[0.9858549,0.002642153,0.0006738926,0.0003433176,0.00183154,0.008654111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001360235,0.07434972,0.2773912,0.001633277,0.0001385643,0.01366013,0.1741884,0.0007952317,0.004512872,0.007061328,0.03369649,0.4112126],"study_design_scores_gemma":[0.001487252,0.04919608,0.3538074,0.003182051,0.0002102053,0.008754315,0.4577881,0.002906461,0.002863873,0.005330473,0.1140673,0.000406577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775262,0.0006473187,0.001820801,0.01087685,0.0003172081,0.001720612,0.0001219752,0.00003888886,0.006930211],"genre_scores_gemma":[0.9781847,0.001619136,0.007384428,0.008041374,0.0002005267,0.001320175,0.0001956488,0.0000599067,0.002994061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268039,"threshold_uncertainty_score":0.06706113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496965796619425,"score_gpt":0.3462387144029103,"score_spread":0.2965421347409678,"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."}}