{"id":"W2900876783","doi":"10.1111/sltb.12531","title":"Texting for Help: Processes and Impact of Text Counseling with Children and Youth with Suicide Ideation","year":2018,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Suicidal ideation; Feeling; Psychology; Empathy; Clinical psychology; Helpline; Session (web analytics); Suicide prevention; Poison control; Medicine; Psychiatry; Medical emergency; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226255,0.0002307694,0.0003102641,0.0001425468,0.0002296235,0.00009048836,0.00006479598,0.00008361178,0.00002183643],"category_scores_gemma":[0.00004617013,0.000168885,0.00003809533,0.000174452,0.0003067381,0.0002709699,0.00002775243,0.00009772438,0.000002111467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000252925,"about_ca_system_score_gemma":0.00007465784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832585,"about_ca_topic_score_gemma":0.0005155627,"domain_scores_codex":[0.9987122,0.00002707597,0.0003629333,0.0004037947,0.0001342275,0.0003597328],"domain_scores_gemma":[0.9990842,0.0001007227,0.0002499018,0.0001536724,0.0002294509,0.0001820201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068639,0.0001708242,0.9684495,0.0001180367,0.0001174742,0.000003250984,0.004179991,0.000001013107,0.0001988518,0.0001387128,0.00001408248,0.02553963],"study_design_scores_gemma":[0.002308043,0.007519938,0.9838645,0.0009036258,0.0004523347,0.0002051826,0.002814767,0.000009934117,0.001510761,0.0001040497,0.000002007338,0.0003048247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969481,0.001193376,0.0004437145,0.00004429535,0.00004474126,0.000838419,0.0002962098,0.00005399929,0.0001371684],"genre_scores_gemma":[0.9986255,0.00000978732,0.0008089842,0.00003916059,0.00008282276,0.0001096429,0.0001010161,0.00004747904,0.0001755943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523481,"threshold_uncertainty_score":0.6886929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351475543321782,"score_gpt":0.3741525791597257,"score_spread":0.3306378237265079,"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."}}