{"id":"W3013795988","doi":"10.1186/s12961-020-0545-8","title":"A mixed methods examination of knowledge brokers and their use of theoretical frameworks and evaluative practices","year":2020,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Windsor; University of British Columbia; Toronto Metropolitan University","funders":"Dalhousie University","keywords":"Health administration; Health services research; Public health; Health informatics; Psychology; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.2223026,0.0007412837,0.001533182,0.01033562,0.009551889,0.01047606,0.002848789,0.001479711,0.002455761],"category_scores_gemma":[0.2533209,0.001058421,0.001274942,0.01369001,0.009142308,0.005818393,0.009249153,0.001894453,0.0002030092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05687597,"about_ca_system_score_gemma":0.1063816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2120877,"about_ca_topic_score_gemma":0.2807606,"domain_scores_codex":[0.7975762,0.1512215,0.01228597,0.008399351,0.02508825,0.005428782],"domain_scores_gemma":[0.6356745,0.2640919,0.02774077,0.01618977,0.0525207,0.003782365],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003285118,0.0004084773,0.05007388,0.002468792,0.0001796712,0.0002188277,0.7886631,0.0002715776,0.0006792559,0.01589902,0.0009387786,0.1398701],"study_design_scores_gemma":[0.0003004864,0.001159461,0.07813668,0.006576439,0.0005186969,0.0002163158,0.8519458,0.003734091,0.002382586,0.01455586,0.0402876,0.0001859146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016252,0.004585118,0.04856223,0.004403966,0.0001249795,0.01669153,0.0009706388,0.0001149405,0.02292128],"genre_scores_gemma":[0.9024736,0.001695513,0.07582775,0.001041776,0.00003113967,0.01606187,0.0003508452,0.00004936909,0.002468295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776974,"threshold_uncertainty_score":0.9590393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9353352642059916,"score_gpt":0.7934322435949911,"score_spread":0.1419030206110005,"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."}}