{"id":"W4399668190","doi":"10.3390/siuj5030032","title":"The Role of Artificial Intelligence in Patient Education: A Bladder Cancer Consultation with ChatGPT","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Medicine; Completeness (order theory); Health care; Medical physics; Family medicine; Medical education; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01103712,0.0006143235,0.0004934138,0.0007806326,0.00119168,0.002722612,0.001418563,0.001446505,0.008443239],"category_scores_gemma":[0.05409013,0.0002878557,0.000601099,0.0006698514,0.001386624,0.002876613,0.003549103,0.001508085,0.001338668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569345,"about_ca_system_score_gemma":0.002596132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955474,"about_ca_topic_score_gemma":0.003183325,"domain_scores_codex":[0.9817551,0.01607402,0.0004422524,0.0005481482,0.0008626859,0.0003177726],"domain_scores_gemma":[0.9228026,0.0676894,0.002280561,0.002634008,0.001822307,0.002771215],"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":[0.003660731,0.003648553,0.06313803,0.00370746,0.0002109731,0.00365864,0.07121915,0.01049556,0.009876976,0.005692742,0.02762945,0.7970617],"study_design_scores_gemma":[0.00305465,0.02565678,0.1550177,0.009201307,0.001489993,0.02001718,0.09575684,0.2716933,0.03196207,0.04861866,0.3358757,0.001655864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8116615,0.001567187,0.1134852,0.02255265,0.0004558471,0.001988506,0.0007781931,0.004413335,0.04309771],"genre_scores_gemma":[0.898092,0.0005235734,0.09451006,0.002484913,0.0001302287,0.0009125968,0.0003136855,0.0001203105,0.002912628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103712,"threshold_uncertainty_score":0.05837059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07676251557489892,"score_gpt":0.4285397411688875,"score_spread":0.3517772255939886,"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."}}