{"id":"W4400840784","doi":"10.2196/58493","title":"Regulating AI in Mental Health: Ethics of Care Perspective","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Perspective (graphical); Mental health; Psychology; Medicine; Psychiatry; Gerontology; Computer science; Artificial intelligence","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":[0.02476327,0.0004449132,0.0005617496,0.001461693,0.006754884,0.00953121,0.002006353,0.01463318,0.001720182],"category_scores_gemma":[0.02475233,0.00035637,0.0006352415,0.0006535713,0.06931952,0.00678139,0.006814566,0.01502496,0.0003576756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072153,"about_ca_system_score_gemma":0.01682451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006564619,"about_ca_topic_score_gemma":0.004536746,"domain_scores_codex":[0.9649554,0.02683799,0.0008196751,0.001355021,0.004070433,0.001961439],"domain_scores_gemma":[0.9713633,0.02265347,0.001605703,0.0009484815,0.001967387,0.001461662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003297223,0.00001405558,0.0001606852,0.00003117019,0.000002541296,0.00006526979,0.003563022,0.0001661671,0.00005087581,0.9910631,0.001858793,0.003021073],"study_design_scores_gemma":[0.00001635454,0.0000393666,0.0002750191,0.0004835534,0.000007033463,0.0002762654,0.004442525,0.0008402305,0.0001966649,0.9133373,0.08006209,0.0000235626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01047046,0.01226247,0.0624229,0.7395103,0.001590936,0.0001377763,0.00002339225,0.00003805663,0.1735436],"genre_scores_gemma":[0.8153355,0.009287854,0.01928677,0.1398014,0.003068272,0.0004452894,0.00001907838,0.0000520357,0.01270382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02476327,"threshold_uncertainty_score":0.1309623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09148237506882553,"score_gpt":0.4696238813034733,"score_spread":0.3781415062346477,"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."}}