{"id":"W1561321719","doi":"10.1002/9781119952930.ch133","title":"Restraints and Immobility","year":2012,"lang":"en","type":"other","venue":"Pathy's Principles and Practice of Geriatric Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Older people; Clinical Practice; Mental illness; Reduction (mathematics); Human factors and ergonomics; Poison control; MEDLINE","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":[0.0008526068,0.0002851616,0.0001943854,0.0009547781,0.001683495,0.0018348,0.0004821959,0.0006764776,0.0120136],"category_scores_gemma":[0.006066368,0.0001593726,0.0003505681,0.001057333,0.002468274,0.001351838,0.002212266,0.001143686,0.001009013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678098,"about_ca_system_score_gemma":0.002031345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151238,"about_ca_topic_score_gemma":0.01488699,"domain_scores_codex":[0.9990228,0.0004065362,0.00008309975,0.00007142444,0.0003178856,0.00009816544],"domain_scores_gemma":[0.9975358,0.0007062812,0.0008433271,0.0001191582,0.0004588589,0.0003364558],"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":[0.0001639863,0.0009558482,0.1324101,0.002230627,0.0001893649,0.002737636,0.03468829,0.0006892837,0.00124618,0.116712,0.06441271,0.643564],"study_design_scores_gemma":[0.0000370117,0.0003489066,0.393539,0.003903695,0.0001298383,0.01349983,0.03629345,0.0004792807,0.0007565332,0.07433338,0.4765564,0.0001227825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2725357,0.07906201,0.005767431,0.0425827,0.001185966,0.0001724303,0.0006873332,0.0001346067,0.5978718],"genre_scores_gemma":[0.8576698,0.06955612,0.003387839,0.006321704,0.0005847245,0.00009644178,0.0002923479,0.00005485704,0.06203613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0120136,"threshold_uncertainty_score":0.04018945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07130571679777947,"score_gpt":0.4006144978356398,"score_spread":0.3293087810378603,"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."}}