{"id":"W4322769897","doi":"10.3390/ai4010015","title":"Design of an Educational Chatbot Using Artificial Intelligence in Radiotherapy","year":2023,"lang":"en","type":"article","venue":"AI","topic":"AI in Service Interactions","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; York University; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Chatbot; Computer science; World Wide Web; Context (archaeology); User Friendly; Artificial intelligence; Human–computer interaction; Multimedia; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002115742,0.0000486276,0.00006509315,0.0001790379,0.00003544636,0.00003733054,0.000413318,0.0000251064,0.00005891964],"category_scores_gemma":[0.00001867266,0.00005239606,0.00001529823,0.0007340514,0.00002102615,0.0004816226,0.00003899448,0.0000686161,0.00004883314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787177,"about_ca_system_score_gemma":0.0001289433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566947,"about_ca_topic_score_gemma":0.00002576576,"domain_scores_codex":[0.9993709,0.00005995118,0.000175251,0.0001575742,0.0001183017,0.0001180484],"domain_scores_gemma":[0.9994697,0.0001571728,0.00004664097,0.000249451,0.00005054448,0.0000264852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002393989,0.0004575287,0.0006346516,0.00001749161,0.00002207606,0.00001343573,0.01080978,0.3875281,0.07713196,0.3696153,0.0002910589,0.1534547],"study_design_scores_gemma":[0.00001395636,0.00003321653,0.00095236,0.00001393162,6.219591e-7,0.000006477753,0.00009043934,0.9294021,0.007075036,0.06230739,0.00004840041,0.00005604396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06574619,0.00001720597,0.9307615,0.002868518,0.0004426399,0.00007942925,5.528729e-7,0.00004128964,0.00004271862],"genre_scores_gemma":[0.8019215,0.00001005098,0.197439,0.0004681979,0.0001131383,0.00001099351,0.000001905308,0.000007271094,0.00002798178],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7361753,"threshold_uncertainty_score":0.2136649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011206706135093,"score_gpt":0.3879152413265227,"score_spread":0.2867945707130133,"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."}}