{"id":"W4388878797","doi":"10.1162/daed_a_02042","title":"Good Mental Health Care: What It Is, What It Is Not & What It Could Be","year":2023,"lang":"en","type":"article","venue":"Daedalus","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AGE-WELL","keywords":"Flourishing; Mental health; Set (abstract data type); Dysfunctional family; Health care; Mental health care; Psychology; Frame (networking); Psychiatry; Social psychology; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01175105,0.0008475501,0.0009095178,0.001660964,0.01040752,0.0238447,0.001781694,0.009640288,0.004866078],"category_scores_gemma":[0.01979603,0.0003445415,0.0005182798,0.001544421,0.05661473,0.01875282,0.007019805,0.01850684,0.001314266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105642,"about_ca_system_score_gemma":0.01588097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303685,"about_ca_topic_score_gemma":0.01346838,"domain_scores_codex":[0.9871355,0.008544581,0.0003829211,0.0005781106,0.002189123,0.001169835],"domain_scores_gemma":[0.9868282,0.006837361,0.0007661768,0.0008514874,0.002571604,0.002145215],"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":[0.00002176864,0.00004676799,0.0005844386,0.0004724377,0.00001710912,0.0001229147,0.01192849,0.0001237519,0.0001155289,0.8062742,0.1488443,0.03144814],"study_design_scores_gemma":[0.00001162476,0.00002594571,0.0009325824,0.003489084,0.00001657279,0.000214506,0.03902462,0.0002399342,0.0001695713,0.3918628,0.5639602,0.00005250203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00104737,0.0330146,0.0008985763,0.9138275,0.01041369,0.0000125144,0.00002730948,0.00002180584,0.04073663],"genre_scores_gemma":[0.3635194,0.1113198,0.005082923,0.4537185,0.03155161,0.0002297769,0.00011258,0.0001536417,0.03431169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0238447,"threshold_uncertainty_score":0.08022034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09774214533957884,"score_gpt":0.3500845144365904,"score_spread":0.2523423690970116,"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."}}