{"id":"W4396508299","doi":"10.1016/j.ajp.2024.104067","title":"Navigating merits and limits on the current perspectives and ethical challenges in the utilization of artificial intelligence in psychiatry – An exploratory mixed methods study","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Workforce; Mental health; Ethical issues; Psychology; Health care; Negotiation; Engineering ethics; Medicine; Psychiatry; Engineering; Political 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2931489,0.0005227931,0.001568535,0.002193141,0.00320501,0.009623145,0.002179759,0.002377067,0.00330976],"category_scores_gemma":[0.2980689,0.0009583302,0.001392925,0.001924391,0.00545011,0.009035838,0.004828725,0.003258967,0.0002455197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928799,"about_ca_system_score_gemma":0.008512836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185166,"about_ca_topic_score_gemma":0.006428413,"domain_scores_codex":[0.7197991,0.2454828,0.01449493,0.005289189,0.01262194,0.002312056],"domain_scores_gemma":[0.5635924,0.3829115,0.02530341,0.01089769,0.01528762,0.002007451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003607531,0.003789926,0.298179,0.01066115,0.007120033,0.001285834,0.3731757,0.0009496426,0.001965038,0.09595744,0.0051194,0.1981894],"study_design_scores_gemma":[0.001020649,0.005134349,0.1300417,0.0239897,0.006991636,0.001755444,0.6805165,0.01121004,0.002512715,0.1033935,0.03298925,0.0004444438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074515,0.01900648,0.0409596,0.02137541,0.0005206581,0.003641985,0.0003526146,0.00002612592,0.006665644],"genre_scores_gemma":[0.9646,0.001871928,0.02347167,0.005520261,0.0002091902,0.003824856,0.0001126272,0.00002537544,0.0003642259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2931489,"threshold_uncertainty_score":0.8716732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.316690735502391,"score_gpt":0.5360505595104448,"score_spread":0.2193598240080538,"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."}}