{"id":"W4315820355","doi":"10.53841/bpsfpid.2022.20.2.7","title":"The role of the clinical psychologist in reducing restrictive practices","year":2022,"lang":"en","type":"article","venue":"FPID Bulletin The Bulletin of the Faculty for People with Intellectual Disabilities","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02110535,0.0003279421,0.0004769574,0.002078717,0.007604822,0.004760501,0.001938038,0.004709615,0.01489739],"category_scores_gemma":[0.09826419,0.0006166741,0.0005876525,0.0007921393,0.00304833,0.00356212,0.004749163,0.008156936,0.001415281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523104,"about_ca_system_score_gemma":0.05053967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02406694,"about_ca_topic_score_gemma":0.07977027,"domain_scores_codex":[0.9798455,0.01445519,0.0006656828,0.000584378,0.002827502,0.001621784],"domain_scores_gemma":[0.8393694,0.08111916,0.007527631,0.002824486,0.01947162,0.04968776],"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":[0.0006586153,0.005318577,0.08297195,0.001094396,0.0001244986,0.00111888,0.007780012,0.0005510494,0.0006710385,0.01007205,0.1662979,0.723341],"study_design_scores_gemma":[0.002323629,0.003910403,0.5982087,0.01051224,0.0003749949,0.003484503,0.04978984,0.003218116,0.001259996,0.02572944,0.3009191,0.0002691147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09495674,0.01572769,0.00382504,0.7663352,0.003691831,0.0005529662,0.0001152125,0.0002161309,0.1145791],"genre_scores_gemma":[0.8119632,0.0183768,0.01887501,0.1280072,0.005167105,0.001084732,0.0001172838,0.0001903305,0.01621832],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02406694,"threshold_uncertainty_score":0.1116171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4157160059804279,"score_gpt":0.5068869573987493,"score_spread":0.09117095141832143,"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."}}