{"id":"W4220716951","doi":"10.1080/09540261.2022.2027348","title":"Human rights in mental healthcare; A review of current global situation","year":2022,"lang":"en","type":"review","venue":"International Review of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"World Health Organization","keywords":"Human rights; Mental health; Convention on the Rights of Persons with Disabilities; Psychosocial; Global mental health; Convention; Political science; Health care; Psychology; Public relations; Medicine; Psychiatry; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002205243,0.0004718773,0.002543935,0.0003671032,0.00008176374,0.000006849628,0.001201843,0.0002145472,0.006419648],"category_scores_gemma":[0.0002228044,0.0003879383,0.001213237,0.000870568,0.0000758082,0.00005587788,0.0001791192,0.0008537807,0.0001302049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000676964,"about_ca_system_score_gemma":0.0008808902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005679848,"about_ca_topic_score_gemma":0.0002700241,"domain_scores_codex":[0.9924515,0.001407538,0.003784272,0.0007277263,0.00130098,0.0003279229],"domain_scores_gemma":[0.9958935,0.0001769918,0.002778743,0.0007963805,0.0002175921,0.0001368076],"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":[0.000003818181,0.000372163,0.00002405951,0.3191585,0.0001305155,0.00001721483,0.00001959605,1.442813e-8,2.249756e-9,0.02189451,0.01130472,0.6470749],"study_design_scores_gemma":[0.0001248782,0.00006178823,0.00006158516,0.4335166,0.0001335498,0.0001496305,0.000005946993,8.785318e-8,1.824282e-9,0.001361575,0.5644363,0.0001481424],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008969294,0.9761066,0.00000621293,0.001887664,0.01193788,0.002083907,0.0009710332,0.00002052739,0.006977137],"genre_scores_gemma":[0.00002252623,0.9969438,0.0001484849,0.000756861,0.0004015339,0.0003620139,0.001263331,0.00002920601,0.00007225233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6469268,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061125217027795,"score_gpt":0.5319228650737531,"score_spread":0.4258103433709736,"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."}}