{"id":"W2158292467","doi":"10.1186/1472-6963-5-1","title":"From theory to practice: improving the impact of health services research","year":2005,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Nursing research; Health informatics; Health administration; Medicine; Health services research; Public health; Quality of Life Research; Health economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4738829,0.003234689,0.00751131,0.02051964,0.0051084,0.02932308,0.01014771,0.01437937,0.01119163],"category_scores_gemma":[0.6684678,0.004127407,0.005149178,0.0147765,0.02557564,0.0410336,0.01865259,0.01596904,0.003123212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02762395,"about_ca_system_score_gemma":0.1077997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009191731,"about_ca_topic_score_gemma":0.007862957,"domain_scores_codex":[0.4380236,0.4774578,0.01908292,0.007941729,0.05368431,0.00380963],"domain_scores_gemma":[0.2178726,0.7044072,0.01612202,0.02681929,0.02894488,0.005834056],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002017108,0.000472644,0.004757456,0.08238477,0.001533897,0.0003837087,0.01194829,0.002056105,0.0003429776,0.1406298,0.04348768,0.711801],"study_design_scores_gemma":[0.0008749727,0.0006584785,0.007619477,0.2918444,0.001656028,0.0006445789,0.01699371,0.003319198,0.0007597568,0.4819805,0.1933559,0.0002929696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005825407,0.5259579,0.05260503,0.3757019,0.007688845,0.002902571,0.0002323003,0.0004903805,0.02859569],"genre_scores_gemma":[0.188783,0.4990445,0.240545,0.05689851,0.005294813,0.007561982,0.000350298,0.0001986936,0.001323148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5261171,"threshold_uncertainty_score":0.6487961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7504790662206302,"score_gpt":0.7991440349168587,"score_spread":0.04866496869622849,"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."}}