{"id":"W7093968868","doi":"","title":"Towards evidence-based clinical practice: an international survey of 18 clinical guideline programs","year":2003,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Quality assurance; Quality (philosophy); Data collection; Health care; MEDLINE; Authorization; Normative","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008656222,0.0006784308,0.001767304,0.0008536981,0.0001336362,0.0001312969,0.00099937,0.001494363,0.001049694],"category_scores_gemma":[0.02074279,0.0007015741,0.0007515052,0.0009396779,0.0008806676,0.0008043112,0.0002404205,0.001645917,0.00005738898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509785,"about_ca_system_score_gemma":0.004553413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007863341,"about_ca_topic_score_gemma":0.000216411,"domain_scores_codex":[0.9867858,0.004915391,0.004422318,0.001608381,0.001733245,0.0005348208],"domain_scores_gemma":[0.9856816,0.003643621,0.004747937,0.00197466,0.003125887,0.0008263266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006159787,0.007113222,0.1956842,0.0002374236,0.002606413,0.002186706,0.00002183737,0.00009025008,0.00002917068,0.0006305485,0.7473416,0.03789876],"study_design_scores_gemma":[0.005445846,0.002600949,0.02399837,0.00085767,0.002126816,0.0001678032,0.0002652383,0.001546609,0.00001237153,0.00000265221,0.9623586,0.0006171007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01010777,0.004158257,0.02132182,0.003477264,0.03806898,0.007227425,0.0005873348,0.001337779,0.9137134],"genre_scores_gemma":[0.01656511,0.01391054,0.1651383,0.004631584,0.01112687,0.00002050348,0.006818242,0.001798896,0.77999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2150169,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3648064635720139,"score_gpt":0.5163395208302554,"score_spread":0.1515330572582415,"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."}}