{"id":"W2512185107","doi":"10.1097/ceh.0000000000000101","title":"Virtual Knowledge Brokering: Describing the Roles and Strategies Used by Knowledge Brokers in a Pediatric Physiotherapy Virtual Community of Practice","year":2016,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Faculty of Medicine and Health, University of Sydney; Université de Sherbrooke","keywords":"Thematic analysis; Knowledge management; Connectivism; Knowledge transfer; Computer science; Formative assessment; Knowledge translation; Psychology; Qualitative research; Pedagogy; Learning theory; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01912849,0.0001892963,0.0004802127,0.0004922863,0.001082821,0.00003189717,0.0007021755,0.0001323194,0.00002029176],"category_scores_gemma":[0.004855996,0.0001012369,0.00005553057,0.0009171334,0.0002174683,0.0009542109,0.0001224729,0.001711751,0.000007791358],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527819,"about_ca_system_score_gemma":0.00867799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006881518,"about_ca_topic_score_gemma":0.003263761,"domain_scores_codex":[0.9808731,0.01573689,0.002171532,0.0001658561,0.0004310311,0.0006215734],"domain_scores_gemma":[0.9736592,0.02236472,0.002692946,0.0004082271,0.000666715,0.0002081527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001475335,0.0007144912,0.03447246,0.0003104548,0.00000957403,2.454082e-7,0.902773,0.000002298667,0.001552999,0.003771973,0.0203659,0.03587906],"study_design_scores_gemma":[0.002265374,0.0005742694,0.06549663,0.003475861,0.0000162037,0.00001001838,0.9161716,0.00001262015,0.00003902172,0.0005180511,0.01128469,0.000135662],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522793,0.001283121,0.0007922026,0.04281014,0.00111539,0.001198798,0.00001553639,0.00001248421,0.0004930526],"genre_scores_gemma":[0.9941589,0.001729145,0.0002600614,0.002829226,0.0003501416,0.0001045998,0.000001106909,0.00002201296,0.0005447658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04187967,"threshold_uncertainty_score":0.9969419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535453674846182,"score_gpt":0.5898145769363051,"score_spread":0.3362692094516869,"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."}}