{"id":"W2008155708","doi":"10.1111/j.1741-6787.2006.00051.x","title":"State‐of‐the‐Evidence Reviews: Advantages and Challenges of Including Grey Literature","year":2006,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":406,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Foundation for Healthcare Improvement","funders":"Canadian Institutes of Health Research; Alberta Centre for Child, Family and Community Research; Canadian Health Services Research Foundation","keywords":"Grey literature; Systematic review; Checklist; Psychological intervention; Inclusion (mineral); Management science; Evidence-based practice; Psychology; MEDLINE; Medicine; Political science; Alternative medicine; Engineering; Social psychology; Nursing; Cognitive psychology","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07144544,0.0005394288,0.004123122,0.0007453745,0.0002549193,0.0004560742,0.001965079,0.00009494621,0.0002658724],"category_scores_gemma":[0.04221617,0.0002507993,0.001698874,0.00300148,0.0003929189,0.001016028,0.0001157742,0.000341055,0.00009328118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009937716,"about_ca_system_score_gemma":0.0001094556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526978,"about_ca_topic_score_gemma":0.00006317031,"domain_scores_codex":[0.9723849,0.0127066,0.008890662,0.001316391,0.004298906,0.0004025481],"domain_scores_gemma":[0.9756511,0.01062307,0.008416278,0.003917232,0.001255344,0.0001369238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009189984,0.0002278124,0.02462048,0.002586923,0.00004938804,0.000007940253,0.001647025,0.0006415412,0.002390086,0.003824101,0.01520311,0.9487097],"study_design_scores_gemma":[0.001024257,0.000917955,0.2093575,0.4906168,0.001547194,0.00006767669,0.001194079,0.004248052,0.0119102,0.04995764,0.2272726,0.001886022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08970126,0.8916079,0.001671691,0.01317884,0.0005853614,0.001865062,0.00001580324,0.00001118232,0.001362849],"genre_scores_gemma":[0.9568229,0.03667186,0.004589611,0.0003891954,0.0001312352,0.00004668807,0.000001558411,0.0000250575,0.001321856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9468237,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6353145569041457,"score_gpt":0.5025169996637345,"score_spread":0.1327975572404112,"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."}}