{"id":"W4213047612","doi":"10.1080/0142159x.2022.2035339","title":"Community engagement by faculties of medicine: A scoping review of current practices and practical recommendations","year":2022,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Community engagement; MEDLINE; Current (fluid); Public engagement; Community of practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.100702,0.002263434,0.005664233,0.03756844,0.004475789,0.01123276,0.005552473,0.007002841,0.006451335],"category_scores_gemma":[0.2765338,0.002484418,0.007214861,0.03648831,0.005451632,0.01443927,0.009889343,0.00608786,0.001182801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656714,"about_ca_system_score_gemma":0.05861825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018688,"about_ca_topic_score_gemma":0.04332629,"domain_scores_codex":[0.9135179,0.0422089,0.02630572,0.00451572,0.01155825,0.001893453],"domain_scores_gemma":[0.6631164,0.2801696,0.02261038,0.005245078,0.02611039,0.002748184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001103066,0.0000686296,0.00151796,0.5468902,0.001196597,0.0001502614,0.005931157,0.0002461489,0.0001408447,0.005449212,0.01812278,0.4201759],"study_design_scores_gemma":[0.00001698869,0.00002307497,0.000676106,0.9522892,0.0009062396,0.00008035345,0.002343975,0.0000553153,0.00006989569,0.001489731,0.04202938,0.00001978719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005349814,0.9869082,0.0007521082,0.008883385,0.0006501705,0.0004106403,0.0001455182,0.00001822688,0.001696784],"genre_scores_gemma":[0.01061392,0.9798455,0.003734188,0.003187761,0.0002231057,0.001891044,0.0002272077,0.00002182383,0.0002553749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.100702,"threshold_uncertainty_score":0.5325695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3453048165625138,"score_gpt":0.5226217854434209,"score_spread":0.1773169688809071,"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."}}