{"id":"W4390585437","doi":"10.3389/fpsyt.2023.1277756","title":"ChatGPT is not ready yet for use in providing mental health assessment and interventions","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Qatar National Library","keywords":"Mental health; Psychological intervention; Psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006076311,0.000196234,0.0003095569,0.0006070876,0.00009863721,0.000153096,0.0001517214,0.0001062046,0.00006896643],"category_scores_gemma":[0.000009589757,0.0002134159,0.0001803181,0.0003304895,0.00006481529,0.0004211369,0.00006464335,0.000314083,0.00002086559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455213,"about_ca_system_score_gemma":0.0001506532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003301606,"about_ca_topic_score_gemma":0.0009193943,"domain_scores_codex":[0.9978439,0.0001162717,0.0008082665,0.0005867191,0.0001373495,0.0005074717],"domain_scores_gemma":[0.9994156,0.00005188609,0.0001159817,0.0002666427,0.00001291478,0.0001370123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000160064,0.001126031,0.1113163,0.001600581,0.0001184765,0.000005954027,0.002038815,5.385431e-7,0.000001171601,0.05865163,0.7494225,0.0755579],"study_design_scores_gemma":[0.01401221,0.007669649,0.4546055,0.02839008,0.0001471025,0.0001748409,0.02621255,0.009084785,0.00003334476,0.1068029,0.3507347,0.002132338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4636241,0.04412937,0.0451748,0.1197332,0.3019572,0.01071065,0.006179333,0.0006133345,0.007878026],"genre_scores_gemma":[0.9087145,0.0001119817,0.07930404,0.003067566,0.0001999188,0.001259344,0.0003202214,0.0001073321,0.006915083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4450904,"threshold_uncertainty_score":0.8702847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06632943228750517,"score_gpt":0.4502050607126294,"score_spread":0.3838756284251243,"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."}}