{"id":"W4410122357","doi":"10.24908/pocusj.v10i01.18116","title":"Building a Point of Care Ultrasound (POCUS) Curriculum in Undergraduate Medical Education Through Stepwise Development and Assessment","year":2025,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Curriculum; Intervention (counseling); Confidence interval; Cohort study; Prospective cohort study; Point of care ultrasound; Medical education; Physical therapy; Family medicine; Nursing; Internal medicine; Psychology; Pedagogy","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":[0.004332041,0.0004138821,0.0002455492,0.0005220215,0.0005144685,0.0006418518,0.0009716974,0.0003478739,0.0009303737],"category_scores_gemma":[0.008251669,0.0002247431,0.0003846148,0.0002477669,0.0003560864,0.0004503555,0.00166342,0.0007000666,0.0002171432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000893673,"about_ca_system_score_gemma":0.006489287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344088,"about_ca_topic_score_gemma":0.002810067,"domain_scores_codex":[0.9984562,0.000663779,0.000108221,0.0001367286,0.0004429855,0.000191989],"domain_scores_gemma":[0.9943032,0.001662505,0.001442845,0.0003136689,0.0008524326,0.001425258],"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":[0.0008097632,0.03457351,0.3581494,0.001217135,0.00008951331,0.0002402142,0.004316478,0.005817348,0.02417281,0.0006502529,0.002422133,0.5675414],"study_design_scores_gemma":[0.0008116527,0.05706987,0.8687853,0.001049376,0.0001812621,0.001064468,0.002643282,0.01490744,0.04021519,0.001440309,0.0116909,0.0001411594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911222,0.0001631802,0.006493138,0.0002893599,0.00002393342,0.001090427,0.00003770851,0.00008079611,0.0006992301],"genre_scores_gemma":[0.9391667,0.0003771207,0.0584714,0.0001758252,0.00002332274,0.001123107,0.0001150424,0.000005657361,0.0005418353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004332041,"threshold_uncertainty_score":0.0229103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694373493583506,"score_gpt":0.3936414731640874,"score_spread":0.3766977382282524,"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."}}