{"id":"W4407410791","doi":"10.3390/siuj6010013","title":"Responses of Artificial Intelligence Chatbots to Testosterone Replacement Therapy: Patients Beware!","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testosterone replacement; Testosterone (patch); Medicine; Psychology; Computer science; Internal medicine; Androgen; Hormone","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":[0.004928393,0.0004732055,0.0005215885,0.000677011,0.0008264647,0.0009329635,0.0004344482,0.0009561405,0.008296804],"category_scores_gemma":[0.03635871,0.0001531962,0.0003513262,0.0003956346,0.0004657584,0.0004683285,0.001123644,0.0007903949,0.002245772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008124684,"about_ca_system_score_gemma":0.0006850071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205243,"about_ca_topic_score_gemma":0.001418519,"domain_scores_codex":[0.9958443,0.002908817,0.0003205822,0.0002746485,0.0004051399,0.0002464874],"domain_scores_gemma":[0.9677277,0.02378681,0.003052926,0.0008469806,0.002874037,0.001711521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007201122,0.002171063,0.4485798,0.002469118,0.0002036193,0.003066043,0.1486202,0.001634216,0.01554405,0.0006910723,0.04310909,0.3267105],"study_design_scores_gemma":[0.0005832007,0.008693486,0.739418,0.001393558,0.0003856232,0.004036732,0.1334358,0.01227919,0.01543911,0.002238671,0.08167597,0.0004206917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9916912,0.0002499298,0.0016064,0.001364784,0.0001312699,0.0003085877,0.0004407253,0.0002482984,0.003958877],"genre_scores_gemma":[0.9885736,0.0002833995,0.00364407,0.001525005,0.0000889272,0.0009166193,0.0004861531,0.00005637246,0.004425848],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008296804,"threshold_uncertainty_score":0.02775562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265631056003421,"score_gpt":0.4870792160691272,"score_spread":0.3605161104687851,"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."}}