{"id":"W2801962724","doi":"10.4236/health.2018.104040","title":"Use of Research Evidence in Policy and Decision-Making: Views, Attitudes and Practices of Health Policy Makers in Lusaka Province of Zambia","year":2018,"lang":"en","type":"article","venue":"Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Health policy; Medicine; Public relations; Public health; Political science; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02585733,0.0001580806,0.0007920114,0.001947109,0.0004603951,0.00001487924,0.0003076537,0.0001279191,0.00003471856],"category_scores_gemma":[0.04455012,0.0001464808,0.00002042654,0.003016714,0.000929535,0.000714804,0.0004029628,0.0006313711,0.000006777015],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009621814,"about_ca_system_score_gemma":0.02347017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.206003,"about_ca_topic_score_gemma":0.1335669,"domain_scores_codex":[0.9889291,0.005337262,0.002881993,0.0005494015,0.001008049,0.001294201],"domain_scores_gemma":[0.9759504,0.01926978,0.003098558,0.0006106932,0.0006592887,0.0004112608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003811698,0.000160248,0.8579194,0.009369903,0.000004878345,0.0000019304,0.04504315,0.000003624048,0.0001612758,0.008059032,0.003521841,0.07537352],"study_design_scores_gemma":[0.000839833,0.001156665,0.9751919,0.009399281,0.000001069322,0.000004363792,0.004027578,0.0001541956,0.00002179437,0.001402348,0.007698311,0.0001026967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253641,0.00108712,0.0001331738,0.07036963,0.00007495852,0.002752544,0.00005850927,0.00001254128,0.0001473832],"genre_scores_gemma":[0.976052,0.005034286,0.01035496,0.008308582,0.0001220822,0.00006091773,9.708954e-7,0.00001854438,0.00004766667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172724,"threshold_uncertainty_score":0.9820659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8581062625232663,"score_gpt":0.7847210648339076,"score_spread":0.0733851976893587,"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."}}