{"id":"W2526108156","doi":"10.18438/b8f049","title":"Eysenbach, Tuische and Diepgen’s Evaluation of Web Searching for Identifying Unpublished Studies for Systematic Reviews: An Innovative Study Which is Still Relevant Today","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Metasearch engine; Information retrieval; Computer science; Relevance (law); Digital library; Search engine; The Internet; MEDLINE; Cochrane Library; World Wide Web; Medicine; Web search query; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6450751,0.002939022,0.01053216,0.03752236,0.004340962,0.02116438,0.004901015,0.009023294,0.01008532],"category_scores_gemma":[0.8879473,0.004422466,0.01242367,0.04143518,0.008083244,0.01759669,0.01118641,0.00722944,0.00200521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01882355,"about_ca_system_score_gemma":0.0436615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005897618,"about_ca_topic_score_gemma":0.00875332,"domain_scores_codex":[0.1288243,0.653627,0.1289311,0.005813291,0.08102923,0.001775124],"domain_scores_gemma":[0.0668672,0.7769853,0.03585668,0.0205824,0.09722181,0.002486718],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00714782,0.0003497745,0.009148143,0.3922415,0.02383341,0.0003737372,0.01237866,0.001074939,0.001019054,0.01846711,0.07353959,0.4604262],"study_design_scores_gemma":[0.01117927,0.003572391,0.02171499,0.5642658,0.05292277,0.001074595,0.006824709,0.003846714,0.002690566,0.02627112,0.3045692,0.001067909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02196239,0.5890511,0.06531402,0.1525656,0.01911861,0.1147038,0.006513283,0.0007048078,0.03006639],"genre_scores_gemma":[0.1663985,0.2386738,0.2946497,0.04081717,0.004075907,0.2462987,0.002063441,0.0007980622,0.006224592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3549249,"threshold_uncertainty_score":0.4376857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7070617631822963,"score_gpt":0.5624729704473493,"score_spread":0.144588792734947,"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."}}