{"id":"W2136063648","doi":"10.12927/hcpol.2011.22118","title":"Straw into Gold: Lessons Learned (and Still Being Learned) at the Manitoba Centre for Health Policy","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Government (linguistics); Population; Public relations; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004203072,0.0004657932,0.0006887843,0.0006575234,0.004210329,0.00004463248,0.0006781826,0.0003337593,0.0002522973],"category_scores_gemma":[0.003388266,0.0003756221,0.0001352342,0.001248264,0.0004255718,0.0003072822,0.0005862349,0.001066641,0.0004863204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975694,"about_ca_system_score_gemma":0.009081962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3358013,"about_ca_topic_score_gemma":0.2393349,"domain_scores_codex":[0.9907541,0.002681219,0.001761019,0.0009734274,0.0006575998,0.003172625],"domain_scores_gemma":[0.9934456,0.002263402,0.001025939,0.001063609,0.0004803512,0.00172107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002397788,0.00006477594,0.01975762,0.003013185,0.00003899735,0.000003559652,0.2838181,0.000001462254,0.0000944247,0.474364,0.04846595,0.1701382],"study_design_scores_gemma":[0.002321174,0.0005068605,0.04800462,0.0003946892,0.00001777013,0.00001836399,0.0332787,0.00006250788,0.0000931219,0.05053735,0.8642288,0.0005360757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09074198,0.0002267412,0.0002125073,0.8996807,0.000486815,0.003973943,0.0005409067,0.0002663418,0.003870077],"genre_scores_gemma":[0.7479311,0.001420195,0.001903393,0.2383882,0.002246935,0.0006643006,0.0000571516,0.0001306459,0.007257995],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8157628,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6120588124776697,"score_gpt":0.6502204842630634,"score_spread":0.03816167178539376,"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."}}