{"id":"W2974793655","doi":"10.1101/19005728","title":"Checklists to Detect Potential Predatory Biomedical Journals: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"medRxiv","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"Ottawa Hospital Anesthesia Alternate Funds Association; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canadian Institutes of Health Research; University of Ottawa","keywords":"Checklist; PsycINFO; MEDLINE; Publishing; Data extraction; Trustworthiness; Web of science; Library science; Information retrieval; Medicine; Psychology; Computer science; Political science; Internet privacy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2338382,0.00279688,0.01086754,0.06036325,0.003432552,0.00726317,0.005890239,0.003911172,0.007458829],"category_scores_gemma":[0.5835207,0.003442215,0.008779781,0.04413337,0.005291381,0.01440758,0.006686942,0.002773714,0.001592937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323691,"about_ca_system_score_gemma":0.06089233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005096454,"about_ca_topic_score_gemma":0.01557876,"domain_scores_codex":[0.6632888,0.1316945,0.1468027,0.008471683,0.04759835,0.002143997],"domain_scores_gemma":[0.2815962,0.3730775,0.193857,0.01674498,0.1296088,0.005115579],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000249725,0.00004302055,0.004429056,0.9317171,0.002379749,0.0001122307,0.001836632,0.0001438276,0.0002485417,0.0006549002,0.008658003,0.04952713],"study_design_scores_gemma":[0.0008516656,0.000400089,0.01078055,0.9436669,0.00780737,0.0003548664,0.002733582,0.0003071441,0.0004239934,0.001530238,0.03092617,0.0002174541],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02387702,0.7875571,0.02097096,0.01563418,0.004327486,0.1294795,0.01286545,0.0007205526,0.004567856],"genre_scores_gemma":[0.1472225,0.3586779,0.1495034,0.008061245,0.001620199,0.3248338,0.008259614,0.0002522599,0.001569091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9960888,"threshold_uncertainty_score":0.9448138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6351952165897039,"score_gpt":0.6152920812067557,"score_spread":0.01990313538294819,"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."}}