{"id":"W2788184301","doi":"10.1108/jkm-03-2017-0111","title":"Communities of practice to improve public health outcomes: a systematic review","year":2018,"lang":"en","type":"review","venue":"Journal of Knowledge Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Rigour; Public health; Public relations; Systematic review; Inclusion (mineral); Population health; Originality; Knowledge management; Medical education; Business; Psychology; Medicine; Sociology; Political science; MEDLINE; Nursing; Computer science; Social science; Qualitative research","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":[0.02795604,0.001578026,0.006434498,0.01624645,0.001699785,0.00577132,0.002651899,0.002945892,0.006111249],"category_scores_gemma":[0.1197972,0.001132509,0.006996013,0.01435894,0.001857554,0.00529686,0.003655295,0.00260176,0.0004482626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008107857,"about_ca_system_score_gemma":0.04817631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108052,"about_ca_topic_score_gemma":0.02881533,"domain_scores_codex":[0.9629237,0.01904124,0.008392068,0.0016755,0.007018223,0.00094926],"domain_scores_gemma":[0.8853757,0.08652315,0.01539569,0.001803826,0.009051252,0.001850425],"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":[0.0001396402,0.00009106729,0.001001226,0.8846148,0.003819925,0.00007112946,0.0008567321,0.0001450454,0.00005828473,0.0007280761,0.002139645,0.1063345],"study_design_scores_gemma":[0.0001921414,0.0001363935,0.001533789,0.977102,0.007289401,0.0001098306,0.0006221994,0.00005947223,0.00006725502,0.0003891848,0.01247511,0.00002317892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00141038,0.9937236,0.000468308,0.0009388284,0.0003216337,0.002015438,0.0002638885,0.00002320801,0.0008347454],"genre_scores_gemma":[0.0237548,0.9687042,0.003156572,0.0009129256,0.0001504717,0.003015385,0.0001726417,0.00001107018,0.000122069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02795604,"threshold_uncertainty_score":0.1478474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7189612023493882,"score_gpt":0.7101519181129243,"score_spread":0.008809284236463877,"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."}}