{"id":"W2943751343","doi":"10.1101/627042","title":"Dissemination and Stakeholder Engagement Practices Among Dissemination & Implementation Scientists: Results from an Online Survey","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Stakeholder; Stakeholder engagement; Seniority; Public relations; Information Dissemination; Variety (cybernetics); Medical education; Community engagement; Best practice; Political science; Psychology; Business; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06079152,0.000214316,0.0004446613,0.002591955,0.001460723,0.003886757,0.00083266,0.001155148,0.003218336],"category_scores_gemma":[0.1265787,0.0004209468,0.0006613586,0.002714491,0.001150921,0.004630973,0.003647673,0.001210827,0.0007201243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161536,"about_ca_system_score_gemma":0.004780083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926086,"about_ca_topic_score_gemma":0.001978924,"domain_scores_codex":[0.9641262,0.02235833,0.0044785,0.001386168,0.00576977,0.001881127],"domain_scores_gemma":[0.8480067,0.09537764,0.02590871,0.004291243,0.02133138,0.005084329],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425836,0.0005889448,0.8376644,0.001464775,0.0001249232,0.0001817961,0.08344918,0.0001443578,0.0006115302,0.0004968189,0.002129237,0.07290144],"study_design_scores_gemma":[0.000108655,0.001061104,0.7889572,0.00193795,0.0001182088,0.0004445956,0.1852989,0.0009862062,0.0009323901,0.0008266294,0.01923527,0.00009283162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990715,0.0004556997,0.001461445,0.001586344,0.00001935951,0.0007777067,0.0006801143,0.00002725014,0.004277136],"genre_scores_gemma":[0.9947723,0.0006898741,0.001998516,0.0005645967,0.00002398649,0.001076651,0.0002783938,0.00001243868,0.0005833653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9392085,"threshold_uncertainty_score":0.3215001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4591918408035933,"score_gpt":0.5633820970856255,"score_spread":0.1041902562820322,"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."}}