{"id":"W3159544230","doi":"10.1097/ceh.0000000000000355","title":"Nationwide Environmental Scan of Knowledge Brokers Training","year":2021,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Montréal","funders":"","keywords":"Training (meteorology); Continuing education; Job training; On-the-job training; Knowledge level; Knowledge acquisition; Educational measurement","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004036095,0.0003634913,0.0005168779,0.01181172,0.0044,0.002031915,0.00158552,0.0008336683,0.01290887],"category_scores_gemma":[0.02208279,0.0004103978,0.0004636746,0.02592207,0.001121308,0.001068498,0.003002585,0.0006927259,0.001287508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03632215,"about_ca_system_score_gemma":0.153057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9779774,"about_ca_topic_score_gemma":0.9827905,"domain_scores_codex":[0.9943861,0.0005043197,0.000418613,0.0008169145,0.00233264,0.001541467],"domain_scores_gemma":[0.9529377,0.005337566,0.003424814,0.001345906,0.03277129,0.004182765],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000457652,0.0001367461,0.6956756,0.00470777,0.0001570561,0.000921546,0.01531681,0.0006311985,0.001381651,0.004630052,0.1076109,0.1683731],"study_design_scores_gemma":[0.00004554909,0.00009641988,0.7630149,0.002563542,0.0001580151,0.0003305452,0.01731525,0.000589861,0.0009446049,0.0003948385,0.2144905,0.00005608215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5324143,0.008814913,0.003754075,0.007658767,0.0001686692,0.00228009,0.3278322,0.0005682883,0.1165086],"genre_scores_gemma":[0.891541,0.005362185,0.006455588,0.002412853,0.00005907022,0.001630512,0.07495517,0.0001447667,0.01743881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959639,"threshold_uncertainty_score":0.2635369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3217523482563747,"score_gpt":0.6279827091946676,"score_spread":0.3062303609382929,"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."}}