{"id":"W2131297453","doi":"10.12927/hcpol.2011.22121","title":"How Has Health Services Research Made a Difference?","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Health care; Sociology; Knowledge translation; Research ethics; Political science; Engineering ethics; Library science; Engineering; Knowledge management; Law","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002713982,0.0003909502,0.0008739686,0.001029171,0.004396758,0.00006437769,0.0008609486,0.0005468344,0.000399319],"category_scores_gemma":[0.0001634714,0.0003358508,0.0001425433,0.001366975,0.0002719757,0.0002750402,0.0005518367,0.002717406,0.0009655871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773632,"about_ca_system_score_gemma":0.01847995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2826219,"about_ca_topic_score_gemma":0.04463571,"domain_scores_codex":[0.9902723,0.003444675,0.001051539,0.0007850016,0.0009534222,0.003493017],"domain_scores_gemma":[0.9951848,0.0006726373,0.0004662224,0.001281832,0.000779901,0.001614636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004163042,0.0003678735,0.2625556,0.01841305,0.00007719987,0.00004707813,0.2439136,2.310837e-8,0.00007892041,0.2285781,0.1083048,0.1372475],"study_design_scores_gemma":[0.001108907,0.000727375,0.5258048,0.0007280814,0.000006120498,0.00001320684,0.02146241,0.000006791798,0.00003395622,0.02478088,0.4249266,0.0004008661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05101813,0.004657619,0.0001008375,0.8991608,0.001581782,0.003625127,0.0002625762,0.0007843136,0.03880882],"genre_scores_gemma":[0.8174874,0.002121354,0.0009061863,0.1611124,0.002382114,0.0006042495,0.00007342747,0.0001048163,0.01520803],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7664692,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4042838117345148,"score_gpt":0.5411558564640918,"score_spread":0.136872044729577,"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."}}