{"id":"W7117776669","doi":"10.2196/82717","title":"First Implementation of a Point-of-Care Ultrasound Course in Undergraduate Medical Students in Peru: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Point of care ultrasound; Point (geometry); Educational measurement; Course evaluation; Ultrasonography","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":[0.005116709,0.0005293929,0.0008786374,0.001001371,0.00117107,0.001215071,0.0008596269,0.001228768,0.00224206],"category_scores_gemma":[0.008259164,0.0007223571,0.0009032713,0.0007323798,0.0007133262,0.0009250971,0.001307123,0.0009476005,0.00045384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603843,"about_ca_system_score_gemma":0.002209152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003991169,"about_ca_topic_score_gemma":0.005452131,"domain_scores_codex":[0.9965718,0.001718907,0.000203195,0.0003830004,0.000510068,0.0006131458],"domain_scores_gemma":[0.9945077,0.001897032,0.001191449,0.0004682357,0.0009992435,0.0009362848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002177407,0.03240511,0.8632662,0.0007930963,0.000266954,0.001153748,0.04088543,0.0001151073,0.003589571,0.0002361827,0.0006107647,0.05450042],"study_design_scores_gemma":[0.0004067905,0.04257178,0.9131335,0.0002219205,0.0001472963,0.0003581564,0.0391184,0.0004821468,0.001254881,0.0001020144,0.002147889,0.00005518756],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991948,0.00007190349,0.0001116378,0.00004040023,0.000004071249,0.0002953474,0.0000330108,0.000003544794,0.000245411],"genre_scores_gemma":[0.9974695,0.0002086814,0.0004999712,0.0001811011,0.00001542034,0.0009274456,0.00009458182,0.000003960209,0.0005993063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005116709,"threshold_uncertainty_score":0.02706009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07232380542964041,"score_gpt":0.5905744504338593,"score_spread":0.5182506450042188,"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."}}