{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01113397,0.0008548562,0.001246868,0.001291913,0.0008954211,0.001312172,0.001113217,0.001094372,0.002393499],"category_scores_gemma":[0.01380474,0.0006745745,0.001374988,0.0006729047,0.0005530822,0.0007900986,0.001746993,0.001031205,0.0007417607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703927,"about_ca_system_score_gemma":0.003975127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005586,"about_ca_topic_score_gemma":0.001596543,"domain_scores_codex":[0.9941887,0.002431735,0.0008163513,0.0005813494,0.001168609,0.0008133687],"domain_scores_gemma":[0.9898941,0.002907642,0.001990435,0.0007126413,0.002119084,0.00237615],"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":[0.01357764,0.150058,0.3505867,0.002167189,0.0005149804,0.0005314637,0.01665495,0.002281487,0.01688677,0.0002168725,0.002597603,0.4439263],"study_design_scores_gemma":[0.002927554,0.228997,0.7309299,0.0003804612,0.0003489386,0.000270182,0.009178875,0.003934762,0.0159474,0.0001801072,0.006718561,0.0001863791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947028,0.00004497805,0.00115944,0.00008117998,0.00001822165,0.003306527,0.0002105677,0.000051652,0.0004246157],"genre_scores_gemma":[0.9757212,0.0001895889,0.01128042,0.0002685833,0.00005351142,0.01068986,0.0004635698,0.00002165371,0.001311623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113397,"threshold_uncertainty_score":0.05888277,"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."}}