{"id":"W2159869120","doi":"10.1186/s13012-014-0188-7","title":"Understanding evidence: a statewide survey to explore evidence-informed public health decision-making in a local government setting","year":2014,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Health and Medical Research Council","keywords":"Government (linguistics); Public health; Experiential knowledge; Health administration; Health services research; Evidence-based practice; Public relations; Medicine; Health informatics; Local government; Medical education; Psychology; Nursing; Political science; Alternative medicine; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06823947,0.0003039616,0.0004610536,0.0009637223,0.003016311,0.0003144842,0.001215445,0.00006861085,0.0007903371],"category_scores_gemma":[0.05542492,0.0002915736,0.00004617031,0.005874657,0.0003795186,0.004140164,0.0007418442,0.0004761899,0.0003005232],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01514831,"about_ca_system_score_gemma":0.01099606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933318,"about_ca_topic_score_gemma":0.03935639,"domain_scores_codex":[0.984942,0.003226405,0.003038881,0.001167516,0.004547485,0.00307778],"domain_scores_gemma":[0.9651014,0.03097918,0.001301823,0.0007448014,0.0005951506,0.001277647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132354,0.00002565782,0.6926353,0.0002247896,0.000004793456,0.000002192575,0.1443982,0.0003867431,0.0002717131,0.002419221,0.01334475,0.1461734],"study_design_scores_gemma":[0.001373257,0.0004260734,0.7797691,0.002474785,0.000002959315,0.000003308074,0.203692,0.00398949,0.00006162064,0.001277922,0.00647873,0.0004507509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4064463,0.00001224775,0.5608497,0.02904207,0.0007006584,0.002572663,0.00005745666,0.00008693919,0.0002319294],"genre_scores_gemma":[0.9473479,0.00004970556,0.01263473,0.03929859,0.00008590726,0.0005324638,0.000005799704,0.00002500708,0.0000198906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.548215,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9280142925587683,"score_gpt":0.7446753764758239,"score_spread":0.1833389160829444,"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."}}