{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009657315,0.002292582,0.006115665,0.001209746,0.00138364,0.002170562,0.001819454,0.004364771,0.01992713],"category_scores_gemma":[0.02386296,0.001430312,0.004889128,0.001400714,0.002835007,0.002556775,0.001834104,0.004524652,0.001486402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609918,"about_ca_system_score_gemma":0.005323053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672673,"about_ca_topic_score_gemma":0.00346004,"domain_scores_codex":[0.9850951,0.01040502,0.001613446,0.00124427,0.0007520752,0.0008901943],"domain_scores_gemma":[0.9862286,0.005798153,0.003844813,0.0008871595,0.0007949141,0.002446394],"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":[0.9760411,0.008756294,0.0006169375,0.002398119,0.001119571,0.00003984685,0.0001329122,0.0001613993,0.0001837099,0.00009364427,0.0004230193,0.01003351],"study_design_scores_gemma":[0.9639261,0.03416515,0.0008770939,0.0001916749,0.0003475013,0.00001028586,0.00004149808,0.0001167702,0.00004414386,0.00008749418,0.0001814044,0.00001090914],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753007,0.007091064,0.001676541,0.002154547,0.00212364,0.1040683,0.002202084,0.0003180274,0.005065069],"genre_scores_gemma":[0.8913423,0.003368637,0.003448546,0.001012132,0.001030894,0.09727262,0.0007074014,0.00002381831,0.001793676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01992713,"threshold_uncertainty_score":0.06666297,"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."}}