{"id":"W3005743861","doi":"","title":"Mental Health Law: Abolish or Reform?","year":2021,"lang":"en","type":"book","venue":"Minerva Access (University of Melbourne)","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention on the Rights of Persons with Disabilities; Mental health law; Political science; Mental health; Coercion (linguistics); Human rights; Law; Best interests; Involuntary commitment; Health care; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01315409,0.0003929326,0.0005205817,0.001634989,0.005090681,0.01386634,0.002549886,0.01624013,0.007782002],"category_scores_gemma":[0.0302964,0.000380795,0.0006506081,0.001230473,0.03610013,0.01322853,0.006476609,0.02013106,0.001391027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189066,"about_ca_system_score_gemma":0.02421022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084587,"about_ca_topic_score_gemma":0.02023325,"domain_scores_codex":[0.991269,0.003324148,0.000352377,0.0008747195,0.002217732,0.001961926],"domain_scores_gemma":[0.9890558,0.007054283,0.0007693463,0.0006329143,0.001456987,0.001030766],"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":[0.000004747293,0.00003581427,0.0002066732,0.0001217725,0.000004313601,0.00006802365,0.001667593,0.00006128394,0.00005769317,0.9160475,0.05773685,0.02398768],"study_design_scores_gemma":[0.00003453447,0.00003286915,0.001184789,0.002059831,0.00002472958,0.0001863367,0.005227894,0.0002571626,0.0002406166,0.4213924,0.5693229,0.00003592661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002493874,0.02255084,0.001161396,0.9073661,0.004799485,0.00003003422,0.0000305995,0.00003761112,0.06153003],"genre_scores_gemma":[0.1723002,0.02715976,0.001688112,0.754021,0.01284025,0.0001769024,0.00009943654,0.00008710626,0.03162722],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02084587,"threshold_uncertainty_score":0.08627319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780878544948174,"score_gpt":0.3723278540782738,"score_spread":0.2942399995834565,"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."}}