{"id":"W4395668522","doi":"10.1148/rycan.240038","title":"The Era of ChatGPT and Large Language Models: Can We Advance Patient-centered Communications Appropriately and Safely?","year":2024,"lang":"en","type":"letter","venue":"Radiology Imaging Cancer","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Psychology","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":[0.0001753247,0.00017646,0.000335349,0.00007470359,0.0001883766,0.00002156876,0.0001612746,0.0001909592,0.00001174648],"category_scores_gemma":[0.00005705222,0.0001288385,0.0000474361,0.0000958688,0.0004629558,0.0000506952,0.0001028248,0.001318076,0.000002443679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281615,"about_ca_system_score_gemma":0.00025661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579274,"about_ca_topic_score_gemma":0.0004961157,"domain_scores_codex":[0.9987496,0.0001304466,0.0003861342,0.0003101883,0.000103074,0.0003206084],"domain_scores_gemma":[0.9987423,0.0002936036,0.0001751314,0.0006164613,0.0001187745,0.0000537058],"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":[0.00008548979,0.00003922505,0.004445159,0.001142071,0.0002231563,0.00004266206,0.03210877,0.000004326932,0.0001714307,0.0004754096,0.2900914,0.6711709],"study_design_scores_gemma":[0.0001379634,0.00009690557,0.0001489401,0.001400743,0.0002686704,0.0002680586,0.005272739,0.009015881,0.0002628328,0.00412433,0.9787372,0.000265698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01612644,0.2120741,0.00009684984,0.7700704,0.0008404436,0.0004274788,0.00015867,0.00003361284,0.0001719997],"genre_scores_gemma":[0.5831159,0.1465712,0.0006582986,0.2662159,0.001844883,0.0003692246,0.0004053694,0.00009017575,0.0007291481],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6886458,"threshold_uncertainty_score":0.5726457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902419412844138,"score_gpt":0.3884325067726971,"score_spread":0.3194083126442557,"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."}}