{"id":"W2258287894","doi":"10.1186/s13012-016-0373-y","title":"Health systems guidance appraisal—a critical interpretive synthesis","year":2015,"lang":"en","type":"review","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital","funders":"Pan American Health Organization; Canadian Institutes of Health Research; Universidad de Antioquia; Lanzhou University; McMaster University; Cancer Care Ontario; National Institute for Health and Care Excellence; American University of Beirut; London School of Hygiene and Tropical Medicine; World Health Organization","keywords":"Critical appraisal; Relevance (law); Health informatics; Data extraction; Grey literature; Process (computing); Computer science; Health administration; Process management; Medicine; Management science; Data science; Knowledge management; Public health; MEDLINE; Political science; Alternative medicine; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.02931961,0.0006662873,0.002498189,0.001351728,0.00298187,0.0002922895,0.00219428,0.0002493529,0.001242065],"category_scores_gemma":[0.05631784,0.0005672928,0.0002071762,0.00420776,0.001349708,0.001581146,0.0007902058,0.001046861,0.002880275],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005867948,"about_ca_system_score_gemma":0.04018284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832405,"about_ca_topic_score_gemma":0.0002292543,"domain_scores_codex":[0.9815996,0.006065176,0.004797153,0.001638193,0.003074585,0.002825247],"domain_scores_gemma":[0.9599114,0.03141676,0.003230374,0.001314832,0.002278334,0.001848271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005634917,0.00002551609,0.0001004338,0.02052585,0.0000235564,0.000004061816,0.01162359,7.232582e-7,9.761368e-7,0.01310979,0.1235669,0.831013],"study_design_scores_gemma":[0.0001293655,0.00009717738,0.0000449149,0.01517286,0.00007263458,0.00002095433,0.01060634,0.0000246067,3.925662e-7,0.00003468073,0.9733468,0.0004492695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000384101,0.9620742,0.006835786,0.005536595,0.008926175,0.007703637,0.00335297,0.0003705127,0.00519634],"genre_scores_gemma":[0.0005567384,0.9818799,0.002840937,0.005183168,0.0009754408,0.008074909,0.00004093974,0.0001166802,0.0003312471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8497799,"threshold_uncertainty_score":0.9996778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7815979230256276,"score_gpt":0.7975302383105357,"score_spread":0.01593231528490813,"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."}}