{"id":"W4385787729","doi":"10.3889/oamjms.2023.11723","title":"Generative AI, and Scholarly Manuscripts: WAME Recommendations on Chatbots and Generative Artificial Intelligence in Relation to Scholarly Publications","year":2023,"lang":"en","type":"article","venue":"Open Access Macedonian Journal of Medical Sciences","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Public Health Ontario; University of Toronto","funders":"","keywords":"Publishing; Relation (database); Medicine; Generative grammar; Statement (logic); Field (mathematics); Work (physics); World Wide Web; Artificial intelligence; Computer science; Epistemology; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06541553,0.001327053,0.001550962,0.008683974,0.006447998,0.02062358,0.006153628,0.0325532,0.01766536],"category_scores_gemma":[0.2633036,0.002019691,0.00254441,0.00522841,0.01522615,0.02606806,0.01122729,0.03209204,0.01794027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007582077,"about_ca_system_score_gemma":0.02326954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520714,"about_ca_topic_score_gemma":0.03933316,"domain_scores_codex":[0.9239527,0.0311816,0.01550119,0.003409185,0.02265225,0.003303017],"domain_scores_gemma":[0.5281278,0.2900013,0.02655182,0.01740904,0.1158479,0.02206205],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007798171,0.00008794274,0.0003305203,0.001568839,0.00002238662,0.000154909,0.002062452,0.0001604505,0.0004749371,0.01744058,0.8939787,0.08364037],"study_design_scores_gemma":[0.00001554565,0.00003429433,0.0005116494,0.004664789,0.00002275104,0.0001145662,0.0009626704,0.0001128142,0.0001867482,0.006471886,0.9868299,0.00007245494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004636708,0.01854458,0.006848762,0.920646,0.04011476,0.0001417158,0.0002123829,0.0006559583,0.01237219],"genre_scores_gemma":[0.02075798,0.07814469,0.07021586,0.686747,0.06573068,0.001468697,0.0009059389,0.001505376,0.07452378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9674468,"threshold_uncertainty_score":0.3459545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4871318444926228,"score_gpt":0.55193941833306,"score_spread":0.06480757384043723,"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."}}