{"id":"W4386537453","doi":"10.1038/s41591-023-02535-w","title":"Medical AI chatbots: are they safe to talk to patients?","year":2023,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Internet privacy; Medical emergency; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0129499,0.0004748787,0.0004998103,0.000852327,0.004237434,0.005062178,0.00137845,0.003753415,0.04532401],"category_scores_gemma":[0.08732712,0.0004150831,0.0005405168,0.0004387435,0.003560588,0.00765671,0.003683697,0.005737434,0.00694444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148608,"about_ca_system_score_gemma":0.003372534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183918,"about_ca_topic_score_gemma":0.003857472,"domain_scores_codex":[0.9913156,0.006228385,0.0002257184,0.0003584024,0.001095317,0.0007764798],"domain_scores_gemma":[0.8901824,0.08555971,0.005815777,0.002189425,0.004260608,0.01199203],"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":[0.00263425,0.004570476,0.04342576,0.002414561,0.000326723,0.0006305064,0.04302014,0.0002581901,0.001363321,0.02511408,0.1971982,0.6790437],"study_design_scores_gemma":[0.002636597,0.007183374,0.1152709,0.01662659,0.00131517,0.002934589,0.2080147,0.005129816,0.004507447,0.1080483,0.5278047,0.0005278303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3285047,0.01605282,0.01188069,0.4078235,0.0085855,0.0006906503,0.0004701877,0.001570992,0.2244211],"genre_scores_gemma":[0.8987361,0.005015601,0.007971887,0.06315692,0.002179403,0.001070082,0.0002373037,0.0002864693,0.02134635],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04532401,"threshold_uncertainty_score":0.1516239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904431912630909,"score_gpt":0.4182323257375153,"score_spread":0.3991880066112062,"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."}}