{"id":"W2118545212","doi":"10.1186/1748-5908-3-56","title":"Evidence-informed health policy 4 – Case descriptions of organizations that support the use of research evidence","year":2008,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health administration; Health services research; Health informatics; Public relations; Medicine; Data collection; Nursing research; Health policy; Public health; Nursing; Sociology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07124346,0.0006462057,0.0004060777,0.00333272,0.00737581,0.00803494,0.003676538,0.007433043,0.006031055],"category_scores_gemma":[0.09038781,0.0009382649,0.001026726,0.00350531,0.007958112,0.006897123,0.006587618,0.004148183,0.001026467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068516,"about_ca_system_score_gemma":0.01708369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337975,"about_ca_topic_score_gemma":0.005684556,"domain_scores_codex":[0.8692712,0.1126504,0.005308636,0.001539164,0.006708036,0.004522596],"domain_scores_gemma":[0.8946255,0.0828265,0.008304529,0.005884781,0.005270136,0.003088598],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004439662,0.00109256,0.01158334,0.005257984,0.0001147397,0.05721983,0.3843245,0.006036819,0.002972291,0.3921414,0.0435455,0.0952671],"study_design_scores_gemma":[0.0002500179,0.0003858389,0.003710925,0.01381753,0.00008587442,0.01957319,0.3569199,0.00562067,0.004885661,0.05395507,0.5406383,0.0001571488],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4507454,0.007188214,0.1436016,0.09019978,0.001369863,0.02751633,0.000870159,0.0003625341,0.2781462],"genre_scores_gemma":[0.8786932,0.00223455,0.0968883,0.00431723,0.0001081363,0.008349597,0.0002978511,0.00005762478,0.009053546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9287565,"threshold_uncertainty_score":0.376776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9645561981683612,"score_gpt":0.7995086116296884,"score_spread":0.1650475865386728,"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."}}