{"id":"W2128252867","doi":"10.1136/ebmh.3.4.128","title":"Inpatients had mostly negative experiences of seclusion during short term treatment in a mental health facility","year":2000,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Psychiatric Hospital","funders":"","keywords":"Seclusion; Medicine; Psychiatry; Pediatrics","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":[0.0009988879,0.0003740238,0.0007263331,0.0002827482,0.0005389583,0.00002006058,0.0002870516,0.0001428401,0.001521543],"category_scores_gemma":[0.00003372788,0.0003139892,0.0001457776,0.000504238,0.0002344657,0.0002068965,0.00004820323,0.0002836776,0.00006144492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587716,"about_ca_system_score_gemma":0.001172753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006355171,"about_ca_topic_score_gemma":0.001008068,"domain_scores_codex":[0.9950523,0.001004801,0.001345813,0.0008821587,0.0007719563,0.0009430109],"domain_scores_gemma":[0.99832,0.0002485504,0.0003051666,0.0005509459,0.00003781103,0.0005375082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003097647,0.002552417,0.02972712,0.00031287,0.0000343229,0.00009444841,0.3991414,0.00004587753,0.0001982255,0.0000100331,0.0001906231,0.564595],"study_design_scores_gemma":[0.009590271,0.01591351,0.768134,0.007904743,0.00001095613,0.0001679581,0.1899069,0.0002819317,0.005287318,0.00009066386,0.001597204,0.001114549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904148,0.001246049,0.000007303587,0.004767602,0.0007354966,0.002246519,0.0002921782,0.00006208474,0.0002279644],"genre_scores_gemma":[0.9976153,0.0006039679,0.0002495452,0.0009045736,0.00004329061,0.0002489741,0.0001019863,0.00002006333,0.0002122784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7384068,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07603533891615495,"score_gpt":0.4192330975921807,"score_spread":0.3431977586760258,"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."}}