{"id":"W4290659929","doi":"10.21203/rs.3.rs-1875008/v1","title":"The BEACON Study: An update to the 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":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University of Ottawa; Western University; Queen's University; Ottawa Hospital","funders":"University of Toronto; Queen's University; Ottawa Hospital Research Institute; Canadian Institutes of Health Research; Sunnybrook Research Institute; Lawson Health Research Institute; Government of Ontario; University of Ottawa","keywords":"Psychological intervention; Cohort; Randomized controlled trial; Intervention (counseling); Medicine; Protocol (science); Health care; Cohort study; Psychology; Family medicine; Nursing; Alternative medicine","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":[0.06720473,0.003397697,0.005630474,0.002941943,0.005366484,0.003184498,0.003369872,0.003944755,0.02926868],"category_scores_gemma":[0.05143832,0.003878094,0.005720572,0.003870213,0.002073569,0.002697359,0.002350713,0.004024259,0.006803203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456455,"about_ca_system_score_gemma":0.04188485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05359459,"about_ca_topic_score_gemma":0.1214746,"domain_scores_codex":[0.9579128,0.02555832,0.008256771,0.002382876,0.003079066,0.002810183],"domain_scores_gemma":[0.9658047,0.007179694,0.006387299,0.005629455,0.01240398,0.002594806],"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":[0.4086936,0.0309656,0.03671649,0.06408978,0.004629568,0.002583241,0.01781078,0.003156018,0.008540342,0.008616128,0.2275932,0.1866052],"study_design_scores_gemma":[0.3825229,0.04286629,0.1539156,0.02489739,0.002587887,0.0003308126,0.005468998,0.003037832,0.003871382,0.004193385,0.3755071,0.000800457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003650191,0.0001862587,0.001357867,0.0001876152,0.0002035228,0.9900433,0.003532937,0.00005214091,0.0007862962],"genre_scores_gemma":[0.001575423,0.000101124,0.00170454,0.00008647178,0.00002147014,0.9958132,0.0004186057,0.000007552924,0.0002715868],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9464054,"threshold_uncertainty_score":0.3554168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792996352974734,"score_gpt":0.5439820409401578,"score_spread":0.3646824056426844,"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."}}