{"id":"W7006712876","doi":"","title":"The Value of Contribution Mapping to Knowledge Translation for Public Health Policy","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coproduction; Knowledge translation; Public policy; Government (linguistics); Public health; Value (mathematics); Process (computing); Health policy; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1707005,0.001965509,0.001243022,0.01394018,0.007439008,0.01883464,0.004467801,0.003551233,0.007606052],"category_scores_gemma":[0.2595467,0.00109728,0.001462851,0.01314189,0.02419576,0.03104702,0.02724706,0.004346194,0.0009449237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419832,"about_ca_system_score_gemma":0.02428012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007370987,"about_ca_topic_score_gemma":0.005989041,"domain_scores_codex":[0.7661942,0.21336,0.003503385,0.004933281,0.009469746,0.002539421],"domain_scores_gemma":[0.6014299,0.3382415,0.01036548,0.03381806,0.01329193,0.00285306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002215186,0.0003019161,0.006528985,0.002579069,0.0001439777,0.0003599528,0.125733,0.004941962,0.001272474,0.4418197,0.00535532,0.4107423],"study_design_scores_gemma":[0.0001218204,0.0002839174,0.003738372,0.005222355,0.0001279021,0.0003177506,0.1134361,0.01376512,0.003218101,0.7386919,0.1209115,0.0001650978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08758085,0.004368634,0.6108245,0.05192162,0.001173566,0.002144974,0.0004826182,0.001011827,0.2404914],"genre_scores_gemma":[0.6200198,0.00219239,0.3702135,0.001914146,0.0002529553,0.002087678,0.0002421614,0.0004100709,0.002667315],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1707005,"threshold_uncertainty_score":0.9027613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7296502863431409,"score_gpt":0.6160350663626323,"score_spread":0.1136152199805086,"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."}}