{"id":"W2508200815","doi":"10.1186/s12961-016-0139-7","title":"Examining the use of health systems and policy research in the health policymaking process in Israel: views of researchers","year":2016,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; University of Toronto","funders":"","keywords":"Health services research; Health policy; Health administration; Government (linguistics); Public relations; Public health; Process (computing); Medicine; Political science; Nursing","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","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1430251,0.0002150275,0.0009217819,0.002880238,0.002117742,0.0003198934,0.0009138979,0.0001871624,0.00000153634],"category_scores_gemma":[0.01111445,0.0001217293,0.00004709294,0.005828673,0.002631742,0.0004300322,0.0001753421,0.001513359,0.000002638086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539236,"about_ca_system_score_gemma":0.01474241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.842203,"about_ca_topic_score_gemma":0.05888125,"domain_scores_codex":[0.9264573,0.06294157,0.002116615,0.000723935,0.003806271,0.003954311],"domain_scores_gemma":[0.9843116,0.01324301,0.0004196999,0.0006960462,0.0006090209,0.0007206644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001615351,0.000167138,0.04434096,0.006469989,0.00002362392,0.000005476239,0.4558635,0.00007442565,0.00004089551,0.4239134,0.001876199,0.06706279],"study_design_scores_gemma":[0.0028285,0.00301882,0.114286,0.01648012,0.00000220412,0.00004958315,0.6417871,0.0008444828,0.000005921258,0.003343165,0.2169089,0.0004451719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.623678,0.02552673,0.00006442442,0.3393157,0.0001075747,0.0072757,0.0001054664,0.00003898094,0.003887504],"genre_scores_gemma":[0.9818719,0.01589073,0.000008428738,0.0008320721,0.0006726891,0.0003065433,0.000001490397,0.00003214457,0.0003839981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7833217,"threshold_uncertainty_score":0.9991814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8762515915025766,"score_gpt":0.656673571206544,"score_spread":0.2195780202960326,"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."}}