{"id":"W4242475587","doi":"10.21203/rs.2.21009/v1","title":"The BEACON Study: Protocol for a cluster randomized controlled trial of a service to deliver smartphone-assisted problem-solving therapy compared to usual care in men who present with intentional self-harm to Emergency Departments in Ontario","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; Lakehead University; St Joseph's Health Care; William Osler Health System; McMaster University; Queen's University; London Health Sciences Centre; Sunnybrook Health Science Centre; Canadian Association for Suicide Prevention; Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"Canadian Institutes of Health Research; Government of Ontario; Ottawa Hospital Research Institute","keywords":"Protocol (science); Harm; Service (business); Cluster (spacecraft); Cluster randomised controlled trial; Randomized controlled trial; Computer science; Psychology; Medicine; Social psychology; Computer network; Alternative medicine; Surgery; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03327868,0.006031041,0.01291096,0.002849616,0.004171092,0.004597993,0.003758848,0.006367614,0.07856803],"category_scores_gemma":[0.03179279,0.003172048,0.006971476,0.003795797,0.003647818,0.00321415,0.002117852,0.007709394,0.0102865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009609112,"about_ca_system_score_gemma":0.01834669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256847,"about_ca_topic_score_gemma":0.02299722,"domain_scores_codex":[0.9752848,0.01412513,0.003146467,0.002396198,0.002369232,0.00267824],"domain_scores_gemma":[0.9874007,0.003697329,0.002735574,0.001648923,0.003005087,0.001512492],"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":[0.8957118,0.01896931,0.0008544955,0.02646122,0.003542968,0.0002507483,0.001012324,0.001538052,0.001606138,0.0038676,0.02191854,0.02426674],"study_design_scores_gemma":[0.9441329,0.02304514,0.002143637,0.003271401,0.0009976694,0.00002761874,0.0002835208,0.001178011,0.000514625,0.00178029,0.02253218,0.00009313595],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00150682,0.0001433646,0.0005128136,0.00009327337,0.0002380943,0.9962707,0.0008056039,0.00005183214,0.0003775689],"genre_scores_gemma":[0.0009152057,0.00004029358,0.0006636376,0.00005445179,0.00001806772,0.9980579,0.00005504575,0.00000316123,0.0001922314],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9874315,"threshold_uncertainty_score":0.2628362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448656941782821,"score_gpt":0.4713321448357206,"score_spread":0.3264664506574385,"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."}}