{"id":"W3175565842","doi":"10.11124/jbies-21-00138","title":"Should I include studies from “predatory” journals in a systematic review? Interim guidance for systematic reviewers","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Systematic review; Interim; Best practice; Scientific literature; Psychology; MEDLINE; Political science; Biology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.2852973,0.0008204268,0.02002469,0.0006018724,0.0002523776,0.001397433,0.004336105,0.0001908156,0.003249651],"category_scores_gemma":[0.8414651,0.0004109917,0.004537742,0.003117016,0.0001163428,0.001226522,0.0005807058,0.0003238635,0.002214167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006267,"about_ca_system_score_gemma":0.0002744984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707836,"about_ca_topic_score_gemma":0.0001381988,"domain_scores_codex":[0.904431,0.05279221,0.03117784,0.002313005,0.008595723,0.0006901461],"domain_scores_gemma":[0.6799585,0.2498861,0.03566807,0.0205547,0.01323022,0.0007023918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007357761,0.00006260078,0.001032984,0.9537004,0.001172161,0.00005678454,0.0008357156,0.0000110626,0.0003485689,0.0001013105,0.04235595,0.0003150557],"study_design_scores_gemma":[0.00008444512,0.00002258495,0.0002076496,0.9864309,0.004324752,0.00004725685,0.004300864,0.0008468283,0.000356659,0.002040476,0.0008841117,0.0004534739],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003170158,0.9716479,0.007834473,0.006839024,0.0006494168,0.009529633,0.00007589059,0.00002075684,0.000232814],"genre_scores_gemma":[0.5259577,0.3394529,0.04998969,0.01984963,0.0009031544,0.0398117,0.00001408142,0.0002958239,0.02372534],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6321949,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7175379057809038,"score_gpt":0.5802807510066991,"score_spread":0.1372571547742047,"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."}}