{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007575435,0.0003219039,0.0005712904,0.0006165754,0.0005384478,0.0005559853,0.000488388,0.0005581393,0.001197783],"category_scores_gemma":[0.02309141,0.0001680357,0.0006960459,0.0004440296,0.0007671085,0.0004160108,0.0005398047,0.0004872929,0.0001701238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125526,"about_ca_system_score_gemma":0.001613989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658069,"about_ca_topic_score_gemma":0.06215987,"domain_scores_codex":[0.9926519,0.005408018,0.0003564834,0.0003176594,0.0009824721,0.0002833892],"domain_scores_gemma":[0.9786497,0.01247442,0.003331898,0.001035846,0.002902602,0.00160561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05958821,0.01340763,0.6847544,0.006591985,0.007750212,0.0005452037,0.03325482,0.0004137674,0.004397992,0.0003739439,0.002186276,0.1867357],"study_design_scores_gemma":[0.0009708881,0.03369944,0.9550901,0.0003762688,0.0009910398,0.0001109237,0.006775034,0.0001165169,0.0005206688,0.00009441996,0.001228751,0.00002598298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973547,0.001571119,0.0000479216,0.00006413712,0.00001515999,0.0001093824,0.00006478179,0.00000156886,0.0007711932],"genre_scores_gemma":[0.9982924,0.0008149731,0.0001315174,0.0001039411,0.00002291625,0.0001496694,0.0001383786,0.000001686326,0.0003444795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9834193,"threshold_uncertainty_score":0.0400632,"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."}}