{"id":"W4312447257","doi":"10.2196/38870","title":"Implementation of a Student-Teacher–Based Blended Curriculum for the Training of Medical Students for Nasopharyngeal Swab and Intramuscular Injection: Mixed Methods Pre-Post and Satisfaction Surveys","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Curriculum; Medical education; Intramuscular injection; Mathematics education; Psychology; Computer science; Medicine; Pedagogy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007223986,0.000142568,0.0003406001,0.0001720755,0.0002942091,0.00002346899,0.0001506945,0.0001360857,0.0004356429],"category_scores_gemma":[0.0008453341,0.0001126039,0.0001217388,0.0002716906,0.0001382877,0.00007064625,0.00007897615,0.0002584867,7.413208e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221908,"about_ca_system_score_gemma":0.001320255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338804,"about_ca_topic_score_gemma":0.000223679,"domain_scores_codex":[0.9968724,0.0007922694,0.000517577,0.0002898609,0.001330823,0.0001971243],"domain_scores_gemma":[0.9984963,0.0006422185,0.0002386743,0.0001774766,0.0002545272,0.0001907925],"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":[0.0002739318,0.001469814,0.08767548,0.0009016357,0.0004273955,8.87284e-7,0.007043844,0.00001611304,0.001030548,0.0004869798,0.001127128,0.8995463],"study_design_scores_gemma":[0.005672971,0.002712252,0.9426078,0.0001366352,0.0004216408,0.00009760223,0.03642047,0.01022139,0.0006038746,0.0001002639,0.0008623227,0.0001427381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961343,0.0003711926,0.03157961,0.002875939,0.0009987004,0.002787211,0.00001861795,0.00002108104,0.000004664531],"genre_scores_gemma":[0.9932854,0.0000373056,0.003054632,0.0003175343,0.0002725314,0.002824368,0.0001725835,0.00002174229,0.00001386233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8994035,"threshold_uncertainty_score":0.4769984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086662599970727,"score_gpt":0.4463151891834724,"score_spread":0.4254485631837651,"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."}}