{"id":"W2341150958","doi":"10.1186/s12961-016-0100-9","title":"Moving knowledge about family violence into public health policy and practice: a mixed method study of a deliberative dialogue","year":2016,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institute of Neurosciences, Mental Health and Addiction; Institute of Gender and Health; Canadian Institutes of Health Research; McMaster University","keywords":"Knowledge translation; Context (archaeology); Public relations; Public health; Health services research; Psychology; Political science; Sociology; Medical education; Medicine; Nursing; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1331611,0.001077632,0.00190306,0.004224493,0.01232971,0.008801777,0.003467461,0.00383169,0.002971261],"category_scores_gemma":[0.1296315,0.001837897,0.001394961,0.003062518,0.01100935,0.008269208,0.01088913,0.003867126,0.0004294317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008888906,"about_ca_system_score_gemma":0.01256578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707246,"about_ca_topic_score_gemma":0.005411087,"domain_scores_codex":[0.840257,0.1451379,0.003661151,0.003735031,0.003211644,0.003997305],"domain_scores_gemma":[0.7822575,0.1916619,0.009615601,0.005803696,0.00653881,0.004122427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003666113,0.001203965,0.007401212,0.0006203945,0.00004715688,0.0003529663,0.9707595,0.0001619858,0.0003249111,0.001779848,0.0002150296,0.0167665],"study_design_scores_gemma":[0.0003369018,0.002394407,0.009449793,0.001268213,0.00007203078,0.0003268308,0.9722595,0.0008611863,0.0008485904,0.003484444,0.008611338,0.00008676282],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795182,0.0006815927,0.0089566,0.00150883,0.00004526816,0.005664806,0.0001060873,0.00002435531,0.003494142],"genre_scores_gemma":[0.9672213,0.0007099719,0.01770865,0.001060005,0.00004084535,0.01203948,0.0000826685,0.00002901279,0.001108057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331611,"threshold_uncertainty_score":0.7042317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3918535834141011,"score_gpt":0.5889358304847941,"score_spread":0.1970822470706931,"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."}}