{"id":"W1494556609","doi":"10.1186/1472-6963-2-7","title":"Outcomes research in the development and evaluation of practice guidelines","year":2002,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Observational study; Guideline; Health informatics; Confounding; Nursing research; Epidemiology; Clinical Practice; Health administration; Presentation (obstetrics); Management science; Public health; Family medicine; Nursing; Pathology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1267891,0.0001028212,0.0002939682,0.0005682688,0.0002974626,0.00005084341,0.000269406,0.00008374557,0.0001580497],"category_scores_gemma":[0.01449302,0.00006965738,0.00002715072,0.00141763,0.0001140587,0.0003231685,0.0001898296,0.0008031339,0.00008079446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316931,"about_ca_system_score_gemma":0.001446476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895609,"about_ca_topic_score_gemma":0.004357016,"domain_scores_codex":[0.9841716,0.006730061,0.002099243,0.0004362953,0.005879102,0.0006836475],"domain_scores_gemma":[0.9767378,0.01403678,0.0002957549,0.0006258331,0.008108892,0.0001949274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005338199,0.001484015,0.3082625,0.003361295,0.00005994254,0.00001138945,0.04946001,0.00004667602,0.00005898121,0.0003803888,0.003507218,0.6328338],"study_design_scores_gemma":[0.004194529,0.000647577,0.7633072,0.0006363608,0.00003342111,0.00003752642,0.1388398,0.02815379,0.00005097374,0.0004597772,0.06353389,0.0001051743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083232,0.003180261,0.00002447142,0.08260737,0.00005949794,0.002980933,0.000002919835,0.00001217982,0.002809226],"genre_scores_gemma":[0.9687933,0.0009334864,0.02395078,0.00578746,0.0001442409,0.0002478178,0.00002613087,0.00001795254,0.00009884229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6327286,"threshold_uncertainty_score":0.9938083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8362940626169328,"score_gpt":0.7309932511359157,"score_spread":0.1053008114810171,"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."}}