{"id":"W4388991220","doi":"10.1111/hir.12512","title":"Acknowledgements","year":2023,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Tufts University School of Medicine; Univerza v Mariboru; Tabriz University of Medical Sciences; Sultan Qaboos University; University Hospitals Coventry and Warwickshire NHS Trust; Oulun Yliopisto; University of Stirling; University of Aberdeen; Cardiff University; Jawaharlal Nehru University; University of South Africa; University of Tabriz; North Bristol NHS Trust; Manchester Metropolitan University; University of Leicester; University of Toledo; East Tennessee State University; George Washington University; University Hospitals of Leicester NHS Trust; Barts Health NHS Trust; Concordia University; Iran University of Medical Sciences; University of Washington; Johns Hopkins University; Macmillan Cancer Support; University of Jordan; McGill University; National Institute for Health and Care Excellence; Emporia State University; Anglia Ruskin University; University of Ottawa; RMIT University; Boise State University; Monash University; East Carolina University; Universitas Indonesia; University of Exeter; Newcastle University; University of Wisconsin-Milwaukee; University of Rwanda","keywords":"Citation; Computer science; Library science; Information retrieval; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005678074,0.00008673984,0.0001947129,0.0003723489,0.0005879982,0.0001457475,0.00007458393,0.00004380146,0.001417974],"category_scores_gemma":[0.0003260354,0.00007235394,0.00005541125,0.0005906498,0.00005069937,0.001851763,0.00006265044,0.0002596874,0.007715625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106912,"about_ca_system_score_gemma":0.0009928052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000213997,"about_ca_topic_score_gemma":2.727469e-7,"domain_scores_codex":[0.9986708,0.00003614933,0.0005805158,0.00005636516,0.0003213152,0.0003348834],"domain_scores_gemma":[0.998894,0.00004130701,0.0002466108,0.0001282849,0.00036818,0.0003216386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004135703,0.00001952201,0.01687607,0.0002690564,0.00003450855,0.000001729119,0.008779339,0.00000469184,8.661916e-8,0.001259823,0.8880512,0.08466265],"study_design_scores_gemma":[0.0005616916,0.0001460875,0.09552599,0.00008538416,0.000007366521,0.00008244902,0.01196397,0.000141416,0.000007290637,0.0007485864,0.8906673,0.00006249367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2744214,0.003778387,0.005461288,0.4354289,0.02985556,0.003082244,0.00009485136,0.002479068,0.2453983],"genre_scores_gemma":[0.6105072,0.03361327,0.04055054,0.2558818,0.01227253,0.0003433039,0.00218763,0.0001383804,0.04450524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3360858,"threshold_uncertainty_score":0.9994949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127102409971118,"score_gpt":0.3731052650688579,"score_spread":0.2460028550977399,"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."}}