{"id":"W4366976237","doi":"10.1177/08404704231168414","title":"A Message from the Editor-in-Chief","year":2023,"lang":"en","type":"editorial","venue":"Healthcare Management Forum","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Editor in chief; Computer science; Management; Economics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00132167,0.0004094672,0.0004696995,0.0002083061,0.0007544755,0.0009098509,0.001188829,0.0005746627,0.0004118485],"category_scores_gemma":[0.0004047311,0.0003130883,0.0001727223,0.0001201585,0.0001322923,0.0002083637,0.0006126468,0.002461204,0.0003900609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152453,"about_ca_system_score_gemma":0.0001107922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0278716,"about_ca_topic_score_gemma":0.04756577,"domain_scores_codex":[0.9962095,0.0002328786,0.0006657709,0.0006961397,0.001229487,0.0009661948],"domain_scores_gemma":[0.9967564,0.002042646,0.0003070853,0.0006597086,0.0001261676,0.0001080272],"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":[0.00001456475,0.00001397769,0.00004883522,0.0003482154,0.0000570289,0.00003849394,0.004086081,8.849753e-7,4.276244e-9,0.03589462,0.9559416,0.003555664],"study_design_scores_gemma":[0.0002927731,0.00002845716,0.00003076277,0.0009586721,0.00004409347,3.993817e-8,0.02022962,0.00001205278,2.150021e-8,0.00610349,0.9719808,0.0003192047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001122419,0.00129817,0.000002157066,0.0430864,0.9019008,0.000536467,0.001717238,0.0003853719,0.05106215],"genre_scores_gemma":[0.0004445663,0.001289489,0.000009813423,0.001632926,0.9435717,0.0002174106,0.002048627,0.0001251484,0.05066032],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04167088,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177749390227121,"score_gpt":0.2679409864029806,"score_spread":0.2461634925007094,"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."}}