{"id":"W2911811369","doi":"10.1192/bjo.2018.85","title":"Feasibility and acceptability of suicide prevention therapy on acute psychiatric wards: randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Menzies Centre for Australian Studies, King's College London, University of London; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Research for Patient Benefit Programme; University of Manchester; National Institute for Health and Care Research","keywords":"Medicine; Psychiatry; Randomized controlled trial; Intervention (counseling); Attendance; Quality of life (healthcare); Suicide attempt; Suicide prevention; Poison control; Physical therapy; Emergency medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00217599,0.0002809626,0.001198387,0.0001117698,0.0001033866,0.00005923261,0.0005331429,0.0001632385,0.005746911],"category_scores_gemma":[0.0001103722,0.0002039418,0.0003719065,0.0002289132,0.0000857074,0.0001659842,0.0001146355,0.0001909993,0.0001293552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003603294,"about_ca_system_score_gemma":0.00005794747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003553442,"about_ca_topic_score_gemma":0.00007968798,"domain_scores_codex":[0.9969513,0.0009050582,0.0008216185,0.0007317953,0.0002685181,0.0003217042],"domain_scores_gemma":[0.9978024,0.0006709684,0.0004242091,0.0009185663,0.0001018742,0.0000820112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8841966,0.001749212,0.0958195,0.00001371697,0.0009429681,0.000001017188,0.0008511862,4.849588e-7,0.0001165826,0.0005371007,0.001637373,0.01413427],"study_design_scores_gemma":[0.7132005,0.002355067,0.2806319,0.000003428336,0.0001218731,0.000001465626,0.0003048991,0.000003832297,0.00004371221,0.002429585,0.0007164449,0.0001872821],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926497,0.001163918,0.00002192623,0.000344795,0.00159942,0.02297818,0.00002071034,0.00003720192,0.04733679],"genre_scores_gemma":[0.9955559,0.0003174779,0.00023404,0.0003128875,0.0001293599,0.001349498,0.00001364967,0.00002510734,0.002062014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1848124,"threshold_uncertainty_score":0.995162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708529151602765,"score_gpt":0.4063656745129667,"score_spread":0.3355127593526902,"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."}}