{"id":"W4390644164","doi":"10.1108/oir-04-2023-0161","title":"Predatory journals in dermatology: a bibliometric review","year":2024,"lang":"en","type":"review","venue":"Online Information Review","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Osteoporosis Canada","funders":"","keywords":"Scopus; Web of science; Publishing; Medicine; Library science; Family medicine; Dermatology; MEDLINE; Political science; Computer science; 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":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.001926447,0.0007265265,0.005417602,0.03421726,0.00004829132,0.0001201494,0.0005006714,0.0004901764,0.001996252],"category_scores_gemma":[0.004387455,0.0004968047,0.001259652,0.07386725,0.00007806859,0.0006993344,0.0002546588,0.002049811,0.005400605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697818,"about_ca_system_score_gemma":0.00279949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006861567,"about_ca_topic_score_gemma":0.000005424281,"domain_scores_codex":[0.9931985,0.0005416641,0.004085889,0.0003784987,0.001222763,0.0005727193],"domain_scores_gemma":[0.99677,0.0002429666,0.001020069,0.0008828273,0.0007638509,0.0003202504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001381808,0.00005130206,0.000004882901,0.4475382,0.00009565573,0.000110689,0.000004639638,1.230845e-8,2.573181e-9,0.000007246142,0.08027808,0.4719079],"study_design_scores_gemma":[0.0001306132,0.00002913614,0.000002361121,0.4574465,0.001333135,0.01026517,0.000003324233,0.000009388052,1.200314e-8,0.000003878027,0.530576,0.000200522],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.992619e-7,0.9866817,0.00001103677,0.00316278,0.0001565319,0.00699285,0.0004179647,0.0001062448,0.002470681],"genre_scores_gemma":[5.862757e-8,0.9864371,0.0001630471,0.008794095,0.00009832246,0.0007356037,0.003217784,0.00006671045,0.0004872416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4717074,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174993559358839,"score_gpt":0.4998275268153057,"score_spread":0.3823281708794218,"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."}}