{"id":"W1999349955","doi":"10.2147/amep.s16823","title":"Community engagement in US and Canadian medical schools","year":2011,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill","keywords":"Scholarship; Promotion (chess); Accreditation; Community engagement; Medical education; Public engagement; Public relations; Service (business); Political science; Medicine; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007542832,0.0003120185,0.0005075727,0.007429434,0.009902542,0.004515075,0.001744183,0.0008757497,0.005447712],"category_scores_gemma":[0.02316717,0.0003891788,0.0004784726,0.009658925,0.00308696,0.001359455,0.008773732,0.001380659,0.0002358273],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06367697,"about_ca_system_score_gemma":0.1628005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9590647,"about_ca_topic_score_gemma":0.9779711,"domain_scores_codex":[0.9835495,0.002314984,0.0005460753,0.001058874,0.007591414,0.004939118],"domain_scores_gemma":[0.969423,0.00271209,0.004729928,0.0007213887,0.009781561,0.01263202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001839024,0.0002489977,0.7540743,0.0003843092,0.00008208912,0.0002011302,0.1175725,0.0002356946,0.0003398216,0.005539183,0.01208763,0.1090504],"study_design_scores_gemma":[0.00001803249,0.00006827335,0.9005761,0.0002989378,0.00002506824,0.00006034118,0.06670447,0.0002095168,0.0001377235,0.0003932714,0.03145906,0.00004918839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617831,0.001455963,0.0002685882,0.005115215,0.00005955972,0.0001697466,0.00111125,0.00004336195,0.02999323],"genre_scores_gemma":[0.9969622,0.0003909448,0.0002831148,0.0003433608,0.000011276,0.00003817803,0.0003874708,0.000007212408,0.001576292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.936323,"threshold_uncertainty_score":0.4620109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824691928222409,"score_gpt":0.4283957236487148,"score_spread":0.3801488043664907,"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."}}