{"id":"W4402441301","doi":"10.1186/s12909-024-05961-7","title":"Assessing resident experience of a new experiential learning health advocacy curriculum: a mixed methods study","year":2024,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Curriculum; Medical education; Experiential learning; Thematic analysis; Medicine; Session (web analytics); Descriptive statistics; Graduate medical education; Qualitative property; Test (biology); Psychology; Qualitative research; Nursing; Pedagogy; Accreditation; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006040049,0.0001000811,0.0001932152,0.0001367708,0.0006865917,0.0002471374,0.0003828684,0.00007227898,0.001157702],"category_scores_gemma":[0.004906944,0.0000951437,0.0000639117,0.0006880171,0.0001080858,0.0002909524,0.0001185302,0.0004961453,0.00001465878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003842,"about_ca_system_score_gemma":0.01235812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06013661,"about_ca_topic_score_gemma":0.003916874,"domain_scores_codex":[0.9927704,0.00531179,0.000403371,0.0002656594,0.0009861094,0.0002626739],"domain_scores_gemma":[0.998444,0.0007095597,0.0001364891,0.0002249012,0.00009255038,0.0003925131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003465619,0.0004320549,0.005051094,0.00007428614,0.00001055274,6.946822e-7,0.6323932,0.00001210639,0.000009941111,0.001302107,0.002406113,0.3583044],"study_design_scores_gemma":[0.0001374806,0.0001038378,0.006050349,0.0004727046,0.00001407323,0.000001008517,0.9365354,0.000704891,0.00002217599,0.0001286163,0.05573386,0.00009565228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597922,0.001996718,0.03039118,0.002491433,0.002798486,0.0003366857,4.169435e-8,0.0001743164,0.002018957],"genre_scores_gemma":[0.9852945,0.0001201568,0.01247645,0.0001798287,0.0005192467,0.00008745922,0.000006292234,0.00001260472,0.001303508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3582087,"threshold_uncertainty_score":0.9997554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08830239928925625,"score_gpt":0.5347316267202795,"score_spread":0.4464292274310233,"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."}}