{"id":"W2794471615","doi":"10.36834/cmej.42151","title":"Community engagement: A central feature of NOSM’s socially accountable distributed medical education","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Laurentian University; NOSM University","funders":"","keywords":"Indigenous; Community engagement; Tracking (education); Accountability; Community health; Social accounting; Medical education; Public relations; Political science; Medicine; Sociology; Public health; Nursing; Pedagogy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004014306,0.0001950987,0.0003537627,0.0002510976,0.003144675,0.00003321159,0.0008910486,0.0008083169,0.09088036],"category_scores_gemma":[0.03389353,0.0001820511,0.00008298459,0.0006005457,0.0004177548,0.0002138412,0.00007800191,0.004501178,0.000216462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285626,"about_ca_system_score_gemma":0.352688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09358758,"about_ca_topic_score_gemma":0.2928258,"domain_scores_codex":[0.9941143,0.002260536,0.0009110718,0.0001781839,0.001389561,0.00114632],"domain_scores_gemma":[0.9854463,0.0002933131,0.0005088802,0.000384743,0.001770718,0.0115961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002585904,0.0002933432,0.01670457,0.0001328907,0.00002689713,0.000003714327,0.007572187,1.587775e-7,0.000001477709,0.003688648,0.9455612,0.02598907],"study_design_scores_gemma":[0.0006305347,0.00009966162,0.04213634,0.002084705,0.00003380593,0.00007450891,0.02633502,0.00005882467,0.000003663745,0.00198301,0.9263853,0.0001746185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.415019,0.00166967,0.0002910148,0.4923229,0.02676471,0.001430168,0.0001971669,0.00009410609,0.06221124],"genre_scores_gemma":[0.8850648,0.0003383569,0.0007360269,0.1023756,0.00747189,0.00006415194,0.0004254785,0.00003819745,0.003485538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4700458,"threshold_uncertainty_score":0.9981531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105730645025937,"score_gpt":0.4352934402674056,"score_spread":0.3942361338171462,"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."}}