{"id":"W2886606836","doi":"10.3389/fpsyg.2018.01338","title":"Leveraging the Web and Social Media to Promote Access to Care Among Suicidal Individuals","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Outreach; Social media; Psychology; Internet privacy; Public relations; Mental health; The Internet; Intervention (counseling); Computer science; World Wide Web; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001699639,0.0002014983,0.00009775986,0.001291916,0.000673374,0.001960316,0.0003637194,0.0006787873,0.002267315],"category_scores_gemma":[0.006162718,0.0001324665,0.0002551205,0.0004568833,0.00145529,0.00155177,0.002163702,0.0006671965,0.0002217217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978587,"about_ca_system_score_gemma":0.001228477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283579,"about_ca_topic_score_gemma":0.002868491,"domain_scores_codex":[0.9990354,0.0007074708,0.0000219448,0.00004222297,0.0001059435,0.00008708057],"domain_scores_gemma":[0.9961159,0.002450697,0.0006256591,0.0001488796,0.0001648443,0.000494041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001691402,0.002381044,0.1604594,0.001283476,0.0001614734,0.000694307,0.04166934,0.000704276,0.00305429,0.03025826,0.007185396,0.7519797],"study_design_scores_gemma":[0.0002664957,0.003401357,0.6346766,0.004945688,0.0005556356,0.001959875,0.1135629,0.00682065,0.004351639,0.08272652,0.1466153,0.0001173814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928155,0.004597608,0.006549686,0.02934735,0.0001672621,0.0002238535,0.00006692958,0.0001251008,0.06610655],"genre_scores_gemma":[0.9919366,0.00196271,0.003782705,0.001079398,0.00008409547,0.00006664158,0.00001939562,0.000005221574,0.00106323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002267315,"threshold_uncertainty_score":0.008988678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618020357405866,"score_gpt":0.3612228128729317,"score_spread":0.3150426092988731,"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."}}