{"id":"W2895433465","doi":"10.1002/aet2.10199","title":"Canadi <scp>EM</scp> : Accessing a Virtual Community of Practice to Create a Canadian National Medical Education Institution","year":2018,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University; University of Ottawa; Queen's University; McMaster University; University of Saskatchewan; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Workforce; Public relations; Community of practice; Medical education; Business; Knowledge management; World Wide Web; Political science; Computer science; Medicine; Sociology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00496734,0.0004294487,0.0001522329,0.001890127,0.008918031,0.00607616,0.002077487,0.001549181,0.02662796],"category_scores_gemma":[0.01181895,0.0003103417,0.0004585469,0.001768193,0.003063841,0.003189524,0.008060474,0.001931737,0.003869271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02691403,"about_ca_system_score_gemma":0.1206537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7292291,"about_ca_topic_score_gemma":0.8986909,"domain_scores_codex":[0.9962179,0.0007825702,0.0000847186,0.0002524437,0.001706147,0.0009562445],"domain_scores_gemma":[0.9825356,0.0007454976,0.0003564834,0.0009288155,0.004490219,0.01094332],"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":[0.0001052125,0.0001966097,0.006943494,0.0005005178,0.00002586584,0.0009102872,0.008669432,0.0006904409,0.002025183,0.0427858,0.6836407,0.2535065],"study_design_scores_gemma":[0.00002835929,0.00004921415,0.004589537,0.0001914039,0.000008859777,0.0002207144,0.00354445,0.0006252085,0.000614275,0.002354315,0.9877263,0.00004751883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07633808,0.006000365,0.03819785,0.1714214,0.01016769,0.00223876,0.003272865,0.004737851,0.6876252],"genre_scores_gemma":[0.537016,0.005844193,0.1407631,0.01972196,0.001128696,0.0007538993,0.003047131,0.001262964,0.2904621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.973086,"threshold_uncertainty_score":0.544731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395233098954155,"score_gpt":0.4623597495845201,"score_spread":0.3228364396891046,"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."}}