{"id":"W3102958515","doi":"10.1186/s13063-020-04424-w","title":"The BEACON study: protocol for a cohort study as part of an evaluation of the effectiveness of smartphone-assisted problem-solving therapy in men who present with intentional self-harm to emergency departments in Ontario","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; William Osler Health System; Western University; University of Toronto; Institute for Clinical Evaluative Sciences; University of Ottawa; Kingston Health Sciences Centre; Canadian Association for Suicide Prevention; Lawson Health Research Institute; St. Michael's Hospital; McMaster University; Sunnybrook Hospital; Queen's University; Carleton University; Ottawa Hospital","funders":"Ottawa Hospital Research Institute; Canadian Institutes of Health Research; Government of Ontario; Ontario SPOR SUPPORT Unit","keywords":"Medicine; Suicidal ideation; Quality of life (healthcare); Psychiatry; Clinical psychology; Poison control; Anxiety; Suicide prevention; Medical emergency; Nursing","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":[0.03429354,0.003568215,0.006025837,0.001983568,0.006062878,0.00299131,0.00405605,0.003381933,0.05384686],"category_scores_gemma":[0.02589059,0.003287585,0.004355913,0.002742087,0.002435961,0.002281505,0.002448959,0.003974049,0.009524015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01651629,"about_ca_system_score_gemma":0.04938404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07760911,"about_ca_topic_score_gemma":0.1368605,"domain_scores_codex":[0.9850988,0.008068596,0.002090079,0.001578088,0.001494078,0.001670293],"domain_scores_gemma":[0.9842024,0.00257323,0.002688047,0.002416962,0.005277514,0.002841783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5663264,0.06107647,0.02030777,0.04345211,0.003007563,0.00223939,0.01220053,0.004584611,0.00590592,0.007806603,0.1389293,0.1341633],"study_design_scores_gemma":[0.542021,0.08757732,0.08358851,0.01437209,0.002022385,0.0003608094,0.005613719,0.002216876,0.002510254,0.004471236,0.2544885,0.0007572554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003083581,0.0001391998,0.0008737803,0.00009903764,0.00008610794,0.9930247,0.002046599,0.00003342101,0.000613565],"genre_scores_gemma":[0.00151968,0.00007258484,0.001046249,0.00005960562,0.00001734713,0.996714,0.000309954,0.000003663439,0.0002570315],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9223909,"threshold_uncertainty_score":0.1813637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975977199545432,"score_gpt":0.4609491325028055,"score_spread":0.2633514125482623,"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."}}