{"id":"W3154271909","doi":"10.1016/j.clinimag.2021.04.005","title":"Business and publication models of radiology journals","year":2021,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Scopus; Medicine; Citation; Publishing; Journal ranking; Impact factor; Library science; Ranking (information retrieval); Realm; Bibliometrics; MEDLINE; Computer science; Political science; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.000806811,0.00004123664,0.0002235942,0.00004336565,0.00002852082,0.00001438193,0.00002941724,0.00005436389,0.00008368815],"category_scores_gemma":[0.003051724,0.00003553075,0.00003787503,0.0001444527,0.0001309797,0.0002364213,0.00002346428,0.0001699016,0.000004172638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000798972,"about_ca_system_score_gemma":0.0001604962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006952974,"about_ca_topic_score_gemma":3.939025e-7,"domain_scores_codex":[0.9991965,0.000113399,0.000396813,0.0001566752,0.00004816929,0.00008840581],"domain_scores_gemma":[0.9986035,0.0004073094,0.0001847489,0.0001678018,0.0005577182,0.00007888109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007620593,0.0002843488,0.8494398,0.00006417466,0.00008371111,0.0000274274,0.000159465,0.00001538722,0.003818593,0.001367471,0.01309291,0.1315705],"study_design_scores_gemma":[0.0008813179,0.00002920052,0.9788286,0.00006836328,0.0001372371,0.001965604,0.0002385104,0.007474332,0.000168221,0.003474897,0.006672639,0.00006104522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125826,0.004915252,0.004710864,0.0725548,0.0004736368,0.00006439724,8.798715e-7,0.00001398807,0.004683577],"genre_scores_gemma":[0.9904566,0.002397889,0.004168303,0.002324793,0.0003135733,0.000002102758,0.00001818869,0.000005706103,0.0003127913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315094,"threshold_uncertainty_score":0.3653419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653969683894344,"score_gpt":0.4701712148317939,"score_spread":0.3047742464423595,"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."}}