{"id":"W2299177375","doi":"10.1016/j.jclinepi.2016.01.021","title":"PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5631,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Checklist; Guideline; MEDLINE; Evidence-based medicine; Computer science; Information retrieval; Peer review; Systematic review; World Wide Web; Medicine; Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2501393,0.002685906,0.006510299,0.01997342,0.004409471,0.0140969,0.01240755,0.01994587,0.01663663],"category_scores_gemma":[0.5441993,0.004046937,0.009411096,0.01457638,0.007010843,0.01335144,0.01218603,0.01488021,0.02112165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01263169,"about_ca_system_score_gemma":0.07679955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244017,"about_ca_topic_score_gemma":0.01015978,"domain_scores_codex":[0.5171142,0.2562439,0.1417823,0.00703482,0.07358561,0.004239249],"domain_scores_gemma":[0.3595296,0.1670614,0.08560084,0.02676362,0.3514838,0.009560782],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223585,0.000198402,0.0009761332,0.06824061,0.0007037677,0.0003384194,0.00138781,0.0005024102,0.0009133341,0.00534533,0.7278688,0.1933014],"study_design_scores_gemma":[0.00105091,0.000293284,0.003010199,0.2941152,0.001149547,0.0007284253,0.00104686,0.001473117,0.001350712,0.007702541,0.6878294,0.0002497374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003462499,0.1187901,0.1049493,0.4632969,0.07972679,0.1369248,0.009523631,0.003251051,0.08007491],"genre_scores_gemma":[0.02488803,0.1153938,0.4997189,0.151678,0.0194816,0.1431607,0.01658373,0.001641346,0.02745404],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7498606,"threshold_uncertainty_score":0.9247117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9459189151653383,"score_gpt":0.7496451704072284,"score_spread":0.1962737447581099,"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."}}