{"id":"W2292923366","doi":"10.1111/sltb.12238","title":"Comparison of the Effects of Telephone Suicide Prevention Help by Volunteers and Professional Paid Staff: Results from Studies in the <scp>USA</scp> and <scp>Q</scp>uebec, <scp>C</scp>anada","year":2016,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Hôpital Rivière-des-Prairies; Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Substance Abuse and Mental Health Services Administration; U.S. Department of Health and Human Services","keywords":"Helpline; Mental health; Suicide prevention; Telephone call; Hotline; Psychology; Telephone interview; Medicine; Occupational safety and health; Poison control; Medical emergency; Psychiatry; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001034986,0.0006243821,0.001244488,0.0002226668,0.0004865186,0.00004990872,0.0004286428,0.0003506755,0.000008185286],"category_scores_gemma":[0.003425987,0.000359978,0.0001806028,0.0004197556,0.001027793,0.0002268151,0.0003911551,0.0005229373,0.000007300288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005846193,"about_ca_system_score_gemma":0.00008638683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005844403,"about_ca_topic_score_gemma":0.00323927,"domain_scores_codex":[0.9953354,0.0009770012,0.001232784,0.0009449359,0.0006956641,0.0008141978],"domain_scores_gemma":[0.9861059,0.01209559,0.0007847188,0.0006326561,0.0001997103,0.0001814727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007482425,0.0006205604,0.8934485,0.0001670261,0.000431256,0.00004018579,0.04026387,0.000001003046,0.0360449,0.0000509355,0.02581444,0.003042515],"study_design_scores_gemma":[0.005282364,0.0008254299,0.8804936,0.0007320179,0.0007437305,0.00001683955,0.07570358,0.000005116352,0.03503547,0.0003139813,0.0007425514,0.0001052998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682712,0.02890041,0.00001461354,0.0001832843,0.0007309437,0.001376565,0.0002567042,0.00004699507,0.0002192921],"genre_scores_gemma":[0.9930668,0.001625465,0.0000808952,0.0001580236,0.0001353997,0.0003355891,0.00004375605,0.00005923351,0.004494808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543971,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213891964643168,"score_gpt":0.3546565395882433,"score_spread":0.3025176199418116,"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."}}