{"id":"W3113876529","doi":"10.1371/journal.pone.0247268","title":"A qualitative study of clinicians’ perspectives on independent rights advice for involuntary psychiatric patients in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Focus group; Human rights; Government (linguistics); Workload; Patients' rights; Psychiatry; Public relations; Political science; Law; Business; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004481987,0.000106801,0.0004598756,0.00009758453,0.0001185203,0.00002555487,0.0001755117,0.0001281886,0.0002075061],"category_scores_gemma":[0.0004521766,0.0001544835,0.00005549657,0.0004199655,0.000030376,0.00003261077,0.00003080083,0.0003435194,0.000006977597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509309,"about_ca_system_score_gemma":0.0004979523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9553736,"about_ca_topic_score_gemma":0.9985445,"domain_scores_codex":[0.9969642,0.0008273138,0.0006896862,0.0005831576,0.0006211242,0.0003145569],"domain_scores_gemma":[0.9977515,0.00103234,0.0002241914,0.0003500206,0.0005309989,0.0001109514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005777769,0.09624338,0.5107826,0.0002636702,0.001357617,0.001325804,0.3788634,0.000003885603,0.000004070123,0.00006668089,0.004544765,0.00596634],"study_design_scores_gemma":[0.003351566,0.001621121,0.5677841,0.0002930176,0.00005150197,0.000002874442,0.4259199,0.000004567671,0.000001728376,0.0007480259,0.00005807531,0.0001635353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970196,0.000234475,0.000001399879,0.0001723908,0.0004213021,0.001085127,0.0003304079,0.00001727046,0.000718067],"genre_scores_gemma":[0.9985049,0.00001402372,0.0002782754,0.0002189901,0.00008738715,0.0001381636,0.00003597222,0.00002181617,0.0007004485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09462225,"threshold_uncertainty_score":0.6299652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05852596755148961,"score_gpt":0.3710248966149703,"score_spread":0.3124989290634807,"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."}}