{"id":"W2028806048","doi":"10.1186/1471-2458-14-728","title":"Tools to support evidence-informed public health decision making","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McMaster University; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research","keywords":"Knowledge translation; Public health; Medicine; Context (archaeology); Evidence-based practice; Relevance (law); Public relations; Evidence-based medicine; Knowledge management; Medical education; Nursing; Political science; Computer science; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.1622724,0.002748695,0.001961902,0.02215398,0.003961258,0.01727786,0.006073473,0.004926148,0.01890029],"category_scores_gemma":[0.3554497,0.00157602,0.003252579,0.01695593,0.005965487,0.01886733,0.0190389,0.005518421,0.005301437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008628305,"about_ca_system_score_gemma":0.03053965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492336,"about_ca_topic_score_gemma":0.004624472,"domain_scores_codex":[0.8390914,0.1208144,0.01932858,0.003132288,0.01482686,0.002806356],"domain_scores_gemma":[0.3866612,0.5303124,0.01590867,0.03234364,0.02749713,0.007277005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003807606,0.0009727821,0.004962577,0.01386517,0.0003860337,0.001773908,0.03980415,0.006013298,0.001881524,0.08923153,0.05462744,0.7861009],"study_design_scores_gemma":[0.0006735587,0.0006274975,0.004302271,0.03935691,0.0004585112,0.001385289,0.03018708,0.01063164,0.003255524,0.3462811,0.562368,0.0004725334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02660032,0.00723092,0.7122626,0.06484006,0.001907953,0.0162956,0.004739929,0.01061574,0.155507],"genre_scores_gemma":[0.04838242,0.002440057,0.9394884,0.00147103,0.0001809116,0.004841844,0.001320892,0.0002460549,0.001628515],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1622724,"threshold_uncertainty_score":0.8581886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8457093025582335,"score_gpt":0.7009336602879952,"score_spread":0.1447756422702383,"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."}}